2022-06-14 22:20:41,511 - mmdet - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: A100-SXM-80GB CUDA_HOME: /mnt/lustre/share/cuda-11.1 NVCC: Build cuda_11.1.TC455_06.29069683_0 GCC: gcc (GCC) 7.3.0 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: 4.5.5 MMCV: 1.4.2 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 11.1 MMDetection: 2.22.0+ ------------------------------------------------------------ 2022-06-14 22:20:43,975 - mmdet - INFO - Distributed training: True 2022-06-14 22:20:46,422 - mmdet - INFO - Config: model = dict( type='CascadeRCNN', backbone=dict( type='ViTAdapter', patch_size=16, embed_dim=384, depth=12, num_heads=6, mlp_ratio=4, drop_path_rate=0.2, conv_inplane=64, n_points=4, deform_num_heads=6, cffn_ratio=0.25, deform_ratio=1.0, interaction_indexes=[[0, 2], [3, 5], [6, 8], [9, 11]], window_attn=[ True, True, False, True, True, False, True, True, False, True, True, False ], window_size=[14, 14, None, 14, 14, None, 14, 14, None, 14, 14, None], pretrained='pretrained/deit_small_patch16_224-cd65a155.pth'), neck=dict( type='FPN', in_channels=[384, 384, 384, 384], out_channels=256, num_outs=5), rpn_head=dict( type='RPNHead', in_channels=256, feat_channels=256, anchor_generator=dict( type='AnchorGenerator', scales=[8], ratios=[0.5, 1.0, 2.0], 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='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), roi_head=dict( type='CascadeRoIHead', num_stages=3, stage_loss_weights=[1, 0.5, 0.25], 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='ConvFCBBoxHead', num_shared_convs=4, num_shared_fcs=1, in_channels=256, conv_out_channels=256, fc_out_channels=1024, roi_feat_size=7, num_classes=80, 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, reg_decoded_bbox=True, norm_cfg=dict(type='SyncBN', requires_grad=True), loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), dict( type='ConvFCBBoxHead', num_shared_convs=4, num_shared_fcs=1, in_channels=256, conv_out_channels=256, fc_out_channels=1024, roi_feat_size=7, num_classes=80, bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[0.05, 0.05, 0.1, 0.1]), reg_class_agnostic=False, reg_decoded_bbox=True, norm_cfg=dict(type='SyncBN', requires_grad=True), loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), dict( type='ConvFCBBoxHead', num_shared_convs=4, num_shared_fcs=1, in_channels=256, conv_out_channels=256, fc_out_channels=1024, roi_feat_size=7, num_classes=80, bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[0.033, 0.033, 0.067, 0.067]), reg_class_agnostic=False, reg_decoded_bbox=True, norm_cfg=dict(type='SyncBN', requires_grad=True), loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) ], 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=80, 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=0, pos_weight=-1, debug=False), rpn_proposal=dict( nms_pre=2000, max_per_img=2000, 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=False, 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), dict( assigner=dict( type='MaxIoUAssigner', pos_iou_thr=0.6, neg_iou_thr=0.6, min_pos_iou=0.6, match_low_quality=False, 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), dict( assigner=dict( type='MaxIoUAssigner', pos_iou_thr=0.7, neg_iou_thr=0.7, min_pos_iou=0.7, match_low_quality=False, 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))) dataset_type = 'CocoDataset' data_root = 'data/coco/' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) train_pipeline = [ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations', with_bbox=True, with_mask=True), dict(type='RandomFlip', flip_ratio=0.5), dict( type='AutoAugment', policies=[[{ 'type': 'Resize', 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), (608, 1333), (640, 1333), (672, 1333), (704, 1333), (736, 1333), (768, 1333), (800, 1333)], 'multiscale_mode': 'value', 'keep_ratio': True }], [{ 'type': 'Resize', 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], 'multiscale_mode': 'value', 'keep_ratio': True }, { 'type': 'RandomCrop', 'crop_type': 'absolute_range', 'crop_size': (384, 600), 'allow_negative_crop': True }, { 'type': 'Resize', 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), (608, 1333), (640, 1333), (672, 1333), (704, 1333), (736, 1333), (768, 1333), (800, 1333)], 'multiscale_mode': 'value', 'override': True, 'keep_ratio': True }]]), dict( type='RandomCrop', crop_type='absolute_range', crop_size=(1024, 1024), allow_negative_crop=True), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='DefaultFormatBundle'), dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) ] test_pipeline = [ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(1333, 800), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ] data = dict( samples_per_gpu=2, workers_per_gpu=8, train=dict( type='CocoDataset', ann_file='data/coco/annotations/instances_train2017.json', img_prefix='data/coco/train2017/', pipeline=[ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations', with_bbox=True, with_mask=True), dict(type='RandomFlip', flip_ratio=0.5), dict( type='AutoAugment', policies=[[{ 'type': 'Resize', 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), (608, 1333), (640, 1333), (672, 1333), (704, 1333), (736, 1333), (768, 1333), (800, 1333)], 'multiscale_mode': 'value', 'keep_ratio': True }], [{ 'type': 'Resize', 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], 'multiscale_mode': 'value', 'keep_ratio': True }, { 'type': 'RandomCrop', 'crop_type': 'absolute_range', 'crop_size': (384, 600), 'allow_negative_crop': True }, { 'type': 'Resize', 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), (608, 1333), (640, 1333), (672, 1333), (704, 1333), (736, 1333), (768, 1333), (800, 1333)], 'multiscale_mode': 'value', 'override': True, 'keep_ratio': True }]]), dict( type='RandomCrop', crop_type='absolute_range', crop_size=(1024, 1024), allow_negative_crop=True), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='DefaultFormatBundle'), dict( type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) ]), val=dict( type='CocoDataset', ann_file='data/coco/annotations/instances_val2017.json', img_prefix='data/coco/val2017/', pipeline=[ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(1333, 800), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ]), test=dict( type='CocoDataset', ann_file='data/coco/annotations/instances_val2017.json', img_prefix='data/coco/val2017/', pipeline=[ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(1333, 800), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ])) evaluation = dict(metric=['bbox', 'segm']) optimizer = dict( type='AdamW', lr=0.0001, weight_decay=0.05, paramwise_cfg=dict( custom_keys=dict( level_embed=dict(decay_mult=0.0), pos_embed=dict(decay_mult=0.0), norm=dict(decay_mult=0.0), bias=dict(decay_mult=0.0)))) optimizer_config = dict(grad_clip=None) lr_config = dict( policy='step', warmup='linear', warmup_iters=500, warmup_ratio=0.001, step=[27, 33]) runner = dict(type='EpochBasedRunner', max_epochs=36) checkpoint_config = dict(interval=1, max_keep_ckpts=3, save_last=True) log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) custom_hooks = [dict(type='NumClassCheckHook')] dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] pretrained = 'pretrained/deit_small_patch16_224-cd65a155.pth' fp16 = dict(loss_scale=dict(init_scale=512)) work_dir = './work_dirs/cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco' auto_resume = False gpu_ids = range(0, 8) 2022-06-14 22:20:55,275 - mmdet - INFO - Set random seed to 1446100656, deterministic: False 2022-06-14 22:20:56,979 - mmdet - WARNING - unexpected key in source state_dict: cls_token, norm.weight, norm.bias, head.weight, head.bias missing keys in source state_dict: blocks.5.gamma2, blocks.4.gamma1, blocks.10.gamma1, blocks.2.gamma2, blocks.7.gamma1, blocks.0.gamma2, blocks.8.gamma1, blocks.7.gamma2, blocks.0.gamma1, blocks.3.gamma1, blocks.6.gamma2, blocks.5.gamma1, blocks.11.gamma1, blocks.8.gamma2, blocks.2.gamma1, blocks.6.gamma1, blocks.1.gamma1, blocks.3.gamma2, blocks.1.gamma2, blocks.9.gamma1, blocks.4.gamma2, blocks.9.gamma2, blocks.11.gamma2, blocks.10.gamma2 2022-06-14 22:20:57,766 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} 2022-06-14 22:20:57,780 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} 2022-06-14 22:20:57,784 - mmdet - INFO - initialize ConvFCBBoxHead with init_cfg [{'type': 'Normal', 'std': 0.01, 'override': {'name': 'fc_cls'}}, {'type': 'Normal', 'std': 0.001, 'override': {'name': 'fc_reg'}}, {'type': 'Xavier', 'distribution': 'uniform', 'override': [{'name': 'shared_fcs'}, {'name': 'cls_fcs'}, {'name': 'reg_fcs'}]}] 2022-06-14 22:20:57,865 - mmdet - INFO - initialize ConvFCBBoxHead with init_cfg [{'type': 'Normal', 'std': 0.01, 'override': {'name': 'fc_cls'}}, {'type': 'Normal', 'std': 0.001, 'override': {'name': 'fc_reg'}}, {'type': 'Xavier', 'distribution': 'uniform', 'override': [{'name': 'shared_fcs'}, {'name': 'cls_fcs'}, {'name': 'reg_fcs'}]}] 2022-06-14 22:20:57,945 - mmdet - INFO - initialize ConvFCBBoxHead with init_cfg [{'type': 'Normal', 'std': 0.01, 'override': {'name': 'fc_cls'}}, {'type': 'Normal', 'std': 0.001, 'override': {'name': 'fc_reg'}}, {'type': 'Xavier', 'distribution': 'uniform', 'override': [{'name': 'shared_fcs'}, {'name': 'cls_fcs'}, {'name': 'reg_fcs'}]}] Name of parameter - Initialization information backbone.pos_embed - torch.Size([1, 197, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.level_embed - torch.Size([3, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.patch_embed.proj.weight - torch.Size([384, 3, 16, 16]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.patch_embed.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.gamma1 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.gamma2 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.gamma1 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.gamma2 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.gamma1 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.gamma2 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.gamma1 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.gamma2 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.gamma1 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.gamma2 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.gamma1 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.gamma2 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.gamma1 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.gamma2 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.gamma1 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.gamma2 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.gamma1 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.gamma2 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.gamma1 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.gamma2 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.gamma1 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.gamma2 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.gamma1 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.gamma2 - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.stem.0.weight - torch.Size([64, 3, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.stem.1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.stem.1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.stem.3.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.stem.4.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.stem.4.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.stem.6.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.stem.7.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.stem.7.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.conv2.0.weight - torch.Size([128, 64, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.conv2.1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.conv2.1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.conv3.0.weight - torch.Size([256, 128, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.conv3.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.conv3.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.conv4.0.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.conv4.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.conv4.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc1.weight - torch.Size([384, 64, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc2.weight - torch.Size([384, 128, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc3.weight - torch.Size([384, 256, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc3.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc4.weight - torch.Size([384, 256, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc4.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.gamma - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.query_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.query_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.feat_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.feat_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.sampling_offsets.weight - torch.Size([144, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.sampling_offsets.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.attention_weights.weight - torch.Size([72, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.attention_weights.bias - torch.Size([72]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.value_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.value_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.output_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.output_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.query_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.query_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.feat_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.feat_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.sampling_offsets.weight - torch.Size([48, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.sampling_offsets.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.attention_weights.weight - torch.Size([24, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.attention_weights.bias - torch.Size([24]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.value_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.value_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.output_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.output_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc1.weight - torch.Size([96, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc1.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.dwconv.dwconv.weight - torch.Size([96, 1, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.dwconv.dwconv.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc2.weight - torch.Size([384, 96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.gamma - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.query_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.query_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.feat_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.feat_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.sampling_offsets.weight - torch.Size([144, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.sampling_offsets.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.attention_weights.weight - torch.Size([72, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.attention_weights.bias - torch.Size([72]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.value_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.value_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.output_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.output_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.query_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.query_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.feat_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.feat_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.sampling_offsets.weight - torch.Size([48, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.sampling_offsets.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.attention_weights.weight - torch.Size([24, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.attention_weights.bias - torch.Size([24]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.value_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.value_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.output_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.output_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc1.weight - torch.Size([96, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc1.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.dwconv.dwconv.weight - torch.Size([96, 1, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.dwconv.dwconv.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc2.weight - torch.Size([384, 96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.gamma - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.query_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.query_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.feat_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.feat_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.sampling_offsets.weight - torch.Size([144, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.sampling_offsets.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.attention_weights.weight - torch.Size([72, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.attention_weights.bias - torch.Size([72]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.value_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.value_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.output_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.output_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.query_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.query_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.feat_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.feat_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.sampling_offsets.weight - torch.Size([48, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.sampling_offsets.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.attention_weights.weight - torch.Size([24, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.attention_weights.bias - torch.Size([24]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.value_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.value_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.output_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.output_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc1.weight - torch.Size([96, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc1.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.dwconv.dwconv.weight - torch.Size([96, 1, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.dwconv.dwconv.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc2.weight - torch.Size([384, 96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.gamma - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.query_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.query_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.feat_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.feat_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.sampling_offsets.weight - torch.Size([144, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.sampling_offsets.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.attention_weights.weight - torch.Size([72, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.attention_weights.bias - torch.Size([72]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.value_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.value_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.output_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.output_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.query_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.query_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.feat_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.feat_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.sampling_offsets.weight - torch.Size([48, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.sampling_offsets.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.attention_weights.weight - torch.Size([24, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.attention_weights.bias - torch.Size([24]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.value_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.value_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.output_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.output_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc1.weight - torch.Size([96, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc1.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.dwconv.dwconv.weight - torch.Size([96, 1, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.dwconv.dwconv.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc2.weight - torch.Size([384, 96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.query_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.query_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.feat_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.feat_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.attn.sampling_offsets.weight - torch.Size([48, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.attn.sampling_offsets.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.attn.attention_weights.weight - torch.Size([24, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.attn.attention_weights.bias - torch.Size([24]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.attn.value_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.attn.value_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.attn.output_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.attn.output_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc1.weight - torch.Size([96, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc1.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.dwconv.dwconv.weight - torch.Size([96, 1, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.dwconv.dwconv.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc2.weight - torch.Size([384, 96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.query_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.query_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.feat_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.feat_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.attn.sampling_offsets.weight - torch.Size([48, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.attn.sampling_offsets.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.attn.attention_weights.weight - torch.Size([24, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.attn.attention_weights.bias - torch.Size([24]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.attn.value_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.attn.value_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.attn.output_proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.attn.output_proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc1.weight - torch.Size([96, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc1.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.dwconv.dwconv.weight - torch.Size([96, 1, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.dwconv.dwconv.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc2.weight - torch.Size([384, 96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.up.weight - torch.Size([384, 384, 2, 2]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.up.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm3.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm3.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm4.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm4.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.lateral_convs.0.conv.weight - torch.Size([256, 384, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.lateral_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.lateral_convs.1.conv.weight - torch.Size([256, 384, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.lateral_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.lateral_convs.2.conv.weight - torch.Size([256, 384, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.lateral_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.lateral_convs.3.conv.weight - torch.Size([256, 384, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.lateral_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.fpn_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.fpn_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.fpn_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.fpn_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.fpn_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.fpn_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.fpn_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.fpn_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN rpn_head.rpn_conv.weight - torch.Size([256, 256, 3, 3]): NormalInit: mean=0, std=0.01, bias=0 rpn_head.rpn_conv.bias - torch.Size([256]): NormalInit: mean=0, std=0.01, bias=0 rpn_head.rpn_cls.weight - torch.Size([3, 256, 1, 1]): NormalInit: mean=0, std=0.01, bias=0 rpn_head.rpn_cls.bias - torch.Size([3]): NormalInit: mean=0, std=0.01, bias=0 rpn_head.rpn_reg.weight - torch.Size([12, 256, 1, 1]): NormalInit: mean=0, std=0.01, bias=0 rpn_head.rpn_reg.bias - torch.Size([12]): NormalInit: mean=0, std=0.01, bias=0 roi_head.bbox_head.0.fc_cls.weight - torch.Size([81, 1024]): NormalInit: mean=0, std=0.01, bias=0 roi_head.bbox_head.0.fc_cls.bias - torch.Size([81]): NormalInit: mean=0, std=0.01, bias=0 roi_head.bbox_head.0.fc_reg.weight - torch.Size([320, 1024]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.0.fc_reg.bias - torch.Size([320]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.0.shared_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.0.shared_convs.0.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.0.shared_convs.0.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.0.shared_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.0.shared_convs.1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.0.shared_convs.1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.0.shared_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.0.shared_convs.2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.0.shared_convs.2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.0.shared_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.0.shared_convs.3.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.0.shared_convs.3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.0.shared_fcs.0.weight - torch.Size([1024, 12544]): XavierInit: gain=1, distribution=uniform, bias=0 roi_head.bbox_head.0.shared_fcs.0.bias - torch.Size([1024]): XavierInit: gain=1, distribution=uniform, bias=0 roi_head.bbox_head.1.fc_cls.weight - torch.Size([81, 1024]): NormalInit: mean=0, std=0.01, bias=0 roi_head.bbox_head.1.fc_cls.bias - torch.Size([81]): NormalInit: mean=0, std=0.01, bias=0 roi_head.bbox_head.1.fc_reg.weight - torch.Size([320, 1024]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.1.fc_reg.bias - torch.Size([320]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.1.shared_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.1.shared_convs.0.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.1.shared_convs.0.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.1.shared_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.1.shared_convs.1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.1.shared_convs.1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.1.shared_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.1.shared_convs.2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.1.shared_convs.2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.1.shared_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.1.shared_convs.3.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.1.shared_convs.3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.1.shared_fcs.0.weight - torch.Size([1024, 12544]): XavierInit: gain=1, distribution=uniform, bias=0 roi_head.bbox_head.1.shared_fcs.0.bias - torch.Size([1024]): XavierInit: gain=1, distribution=uniform, bias=0 roi_head.bbox_head.2.fc_cls.weight - torch.Size([81, 1024]): NormalInit: mean=0, std=0.01, bias=0 roi_head.bbox_head.2.fc_cls.bias - torch.Size([81]): NormalInit: mean=0, std=0.01, bias=0 roi_head.bbox_head.2.fc_reg.weight - torch.Size([320, 1024]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.2.fc_reg.bias - torch.Size([320]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.2.shared_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.2.shared_convs.0.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.2.shared_convs.0.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.2.shared_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.2.shared_convs.1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.2.shared_convs.1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.2.shared_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.2.shared_convs.2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.2.shared_convs.2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.2.shared_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.2.shared_convs.3.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.2.shared_convs.3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.bbox_head.2.shared_fcs.0.weight - torch.Size([1024, 12544]): XavierInit: gain=1, distribution=uniform, bias=0 roi_head.bbox_head.2.shared_fcs.0.bias - torch.Size([1024]): XavierInit: gain=1, distribution=uniform, bias=0 roi_head.mask_head.0.convs.0.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.0.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.0.convs.1.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.0.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.0.convs.2.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.0.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.0.convs.3.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.0.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.0.upsample.weight - torch.Size([256, 256, 2, 2]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.0.upsample.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.0.conv_logits.weight - torch.Size([80, 256, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.0.conv_logits.bias - torch.Size([80]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.1.convs.0.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.1.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.1.convs.1.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.1.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.1.convs.2.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.1.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.1.convs.3.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.1.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.1.upsample.weight - torch.Size([256, 256, 2, 2]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.1.upsample.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.1.conv_logits.weight - torch.Size([80, 256, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.1.conv_logits.bias - torch.Size([80]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.2.convs.0.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.2.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.2.convs.1.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.2.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.2.convs.2.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.2.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.2.convs.3.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.2.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.2.upsample.weight - torch.Size([256, 256, 2, 2]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.2.upsample.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.2.conv_logits.weight - torch.Size([80, 256, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN roi_head.mask_head.2.conv_logits.bias - torch.Size([80]): The value is the same before and after calling `init_weights` of CascadeRCNN 2022-06-14 22:21:14,483 - mmdet - INFO - Start running, host: chenzhe.vendor@SH-IDC1-10-140-0-239, work_dir: /mnt/lustre/chenzhe.vendor/workspace/ViT-Adapter-Release/detection/work_dirs/cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco 2022-06-14 22:21:14,483 - mmdet - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) StepLrUpdaterHook (ABOVE_NORMAL) Fp16OptimizerHook (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) NumClassCheckHook (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_iter: (VERY_HIGH ) StepLrUpdaterHook (LOW ) IterTimerHook (LOW ) DistEvalHook -------------------- after_train_iter: (ABOVE_NORMAL) Fp16OptimizerHook (NORMAL ) CheckpointHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- after_train_epoch: (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_val_epoch: (NORMAL ) NumClassCheckHook (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (VERY_LOW ) TextLoggerHook -------------------- after_run: (VERY_LOW ) TextLoggerHook -------------------- 2022-06-14 22:21:14,484 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs 2022-06-14 22:21:14,486 - mmdet - INFO - Checkpoints will be saved to /mnt/lustre/chenzhe.vendor/workspace/ViT-Adapter-Release/detection/work_dirs/cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco by HardDiskBackend. 2022-06-14 22:25:58,537 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 17 days, 8:19:18, time: 5.681, data_time: 5.199, memory: 15031, loss_rpn_cls: 0.6843, loss_rpn_bbox: 0.0703, s0.loss_cls: 2.9023, s0.acc: 61.7468, s0.loss_bbox: 0.0584, s0.loss_mask: 0.6934, s1.loss_cls: 1.3552, s1.acc: 72.7542, s1.loss_bbox: 0.0088, s1.loss_mask: 0.3483, s2.loss_cls: 0.7493, s2.acc: 60.8333, s2.loss_bbox: 0.0010, s2.loss_mask: 0.1733, loss: 7.0445 2022-06-14 22:26:21,299 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 9 days, 8:47:57, time: 0.455, data_time: 0.028, memory: 15155, loss_rpn_cls: 0.5356, loss_rpn_bbox: 0.0664, s0.loss_cls: 0.3330, s0.acc: 95.7324, s0.loss_bbox: 0.1309, s0.loss_mask: 0.6889, s1.loss_cls: 0.1113, s1.acc: 97.6113, s1.loss_bbox: 0.0190, s1.loss_mask: 0.3451, s2.loss_cls: 0.0435, s2.acc: 98.3704, s2.loss_bbox: 0.0023, s2.loss_mask: 0.1708, loss: 2.4469 2022-06-14 22:26:43,971 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 6 days, 16:54:33, time: 0.453, data_time: 0.018, memory: 15158, loss_rpn_cls: 0.2306, loss_rpn_bbox: 0.0620, s0.loss_cls: 0.4158, s0.acc: 93.6318, s0.loss_bbox: 0.2194, s0.loss_mask: 0.6723, s1.loss_cls: 0.1196, s1.acc: 96.7891, s1.loss_bbox: 0.0318, s1.loss_mask: 0.3367, s2.loss_cls: 0.0389, s2.acc: 98.0708, s2.loss_bbox: 0.0038, s2.loss_mask: 0.1653, loss: 2.2962 2022-06-14 22:27:06,349 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 5 days, 8:51:14, time: 0.448, data_time: 0.020, memory: 15375, loss_rpn_cls: 0.1723, loss_rpn_bbox: 0.0610, s0.loss_cls: 0.4496, s0.acc: 92.7375, s0.loss_bbox: 0.2586, s0.loss_mask: 0.6332, s1.loss_cls: 0.1260, s1.acc: 96.4148, s1.loss_bbox: 0.0384, s1.loss_mask: 0.3156, s2.loss_cls: 0.0392, s2.acc: 97.9663, s2.loss_bbox: 0.0045, s2.loss_mask: 0.1562, loss: 2.2544 2022-06-14 22:27:28,379 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 4 days, 13:30:59, time: 0.441, data_time: 0.017, memory: 15375, loss_rpn_cls: 0.1381, loss_rpn_bbox: 0.0520, s0.loss_cls: 0.4492, s0.acc: 92.3945, s0.loss_bbox: 0.2804, s0.loss_mask: 0.5910, s1.loss_cls: 0.1233, s1.acc: 96.3232, s1.loss_bbox: 0.0406, s1.loss_mask: 0.2939, s2.loss_cls: 0.0379, s2.acc: 97.9569, s2.loss_bbox: 0.0048, s2.loss_mask: 0.1473, loss: 2.1584 2022-06-14 22:27:50,397 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 4 days, 0:37:13, time: 0.440, data_time: 0.021, memory: 15375, loss_rpn_cls: 0.1293, loss_rpn_bbox: 0.0545, s0.loss_cls: 0.4276, s0.acc: 92.4929, s0.loss_bbox: 0.2786, s0.loss_mask: 0.5570, s1.loss_cls: 0.1202, s1.acc: 96.2271, s1.loss_bbox: 0.0427, s1.loss_mask: 0.2784, s2.loss_cls: 0.0368, s2.acc: 97.9282, s2.loss_bbox: 0.0051, s2.loss_mask: 0.1402, loss: 2.0704 2022-06-14 22:28:13,041 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 3 days, 15:32:14, time: 0.453, data_time: 0.022, memory: 15375, loss_rpn_cls: 0.1318, loss_rpn_bbox: 0.0579, s0.loss_cls: 0.4516, s0.acc: 91.9475, s0.loss_bbox: 0.3012, s0.loss_mask: 0.5335, s1.loss_cls: 0.1276, s1.acc: 95.8709, s1.loss_bbox: 0.0476, s1.loss_mask: 0.2649, s2.loss_cls: 0.0381, s2.acc: 97.7834, s2.loss_bbox: 0.0055, s2.loss_mask: 0.1325, loss: 2.0922 2022-06-14 22:28:34,781 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 3 days, 8:33:30, time: 0.435, data_time: 0.017, memory: 15375, loss_rpn_cls: 0.1183, loss_rpn_bbox: 0.0558, s0.loss_cls: 0.4222, s0.acc: 92.0880, s0.loss_bbox: 0.2983, s0.loss_mask: 0.5152, s1.loss_cls: 0.1220, s1.acc: 95.7502, s1.loss_bbox: 0.0506, s1.loss_mask: 0.2532, s2.loss_cls: 0.0366, s2.acc: 97.7282, s2.loss_bbox: 0.0061, s2.loss_mask: 0.1272, loss: 2.0055 2022-06-14 22:28:56,801 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 3 days, 3:10:28, time: 0.440, data_time: 0.018, memory: 15375, loss_rpn_cls: 0.1190, loss_rpn_bbox: 0.0539, s0.loss_cls: 0.4140, s0.acc: 92.2434, s0.loss_bbox: 0.2958, s0.loss_mask: 0.4956, s1.loss_cls: 0.1234, s1.acc: 95.5501, s1.loss_bbox: 0.0551, s1.loss_mask: 0.2423, s2.loss_cls: 0.0374, s2.acc: 97.5436, s2.loss_bbox: 0.0071, s2.loss_mask: 0.1226, loss: 1.9662 2022-06-14 22:29:19,390 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 2 days, 22:56:59, time: 0.452, data_time: 0.022, memory: 15375, loss_rpn_cls: 0.1062, loss_rpn_bbox: 0.0529, s0.loss_cls: 0.3982, s0.acc: 92.3606, s0.loss_bbox: 0.2938, s0.loss_mask: 0.4680, s1.loss_cls: 0.1236, s1.acc: 95.4010, s1.loss_bbox: 0.0590, s1.loss_mask: 0.2274, s2.loss_cls: 0.0378, s2.acc: 97.4323, s2.loss_bbox: 0.0080, s2.loss_mask: 0.1149, loss: 1.8899 2022-06-14 22:29:41,512 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 2 days, 19:25:46, time: 0.442, data_time: 0.018, memory: 15375, loss_rpn_cls: 0.1077, loss_rpn_bbox: 0.0537, s0.loss_cls: 0.3972, s0.acc: 92.0263, s0.loss_bbox: 0.3075, s0.loss_mask: 0.4650, s1.loss_cls: 0.1298, s1.acc: 94.9098, s1.loss_bbox: 0.0675, s1.loss_mask: 0.2250, s2.loss_cls: 0.0388, s2.acc: 97.2019, s2.loss_bbox: 0.0094, s2.loss_mask: 0.1137, loss: 1.9154 2022-06-14 22:30:04,337 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 2 days, 16:34:50, time: 0.456, data_time: 0.021, memory: 15375, loss_rpn_cls: 0.1056, loss_rpn_bbox: 0.0529, s0.loss_cls: 0.3889, s0.acc: 91.7092, s0.loss_bbox: 0.3150, s0.loss_mask: 0.4599, s1.loss_cls: 0.1317, s1.acc: 94.5312, s1.loss_bbox: 0.0740, s1.loss_mask: 0.2228, s2.loss_cls: 0.0407, s2.acc: 96.8965, s2.loss_bbox: 0.0111, s2.loss_mask: 0.1115, loss: 1.9143 2022-06-14 22:30:27,039 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 2 days, 14:09:20, time: 0.454, data_time: 0.021, memory: 15375, loss_rpn_cls: 0.1001, loss_rpn_bbox: 0.0536, s0.loss_cls: 0.3728, s0.acc: 91.7988, s0.loss_bbox: 0.3172, s0.loss_mask: 0.4548, s1.loss_cls: 0.1314, s1.acc: 94.2825, s1.loss_bbox: 0.0806, s1.loss_mask: 0.2186, s2.loss_cls: 0.0415, s2.acc: 96.6485, s2.loss_bbox: 0.0132, s2.loss_mask: 0.1092, loss: 1.8930 2022-06-14 22:30:49,861 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 2 days, 12:05:16, time: 0.456, data_time: 0.019, memory: 15375, loss_rpn_cls: 0.0993, loss_rpn_bbox: 0.0499, s0.loss_cls: 0.3707, s0.acc: 92.0014, s0.loss_bbox: 0.3030, s0.loss_mask: 0.4494, s1.loss_cls: 0.1292, s1.acc: 94.5296, s1.loss_bbox: 0.0773, s1.loss_mask: 0.2131, s2.loss_cls: 0.0404, s2.acc: 96.7722, s2.loss_bbox: 0.0129, s2.loss_mask: 0.1064, loss: 1.8517 2022-06-14 22:31:12,158 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 2 days, 10:14:39, time: 0.446, data_time: 0.021, memory: 15375, loss_rpn_cls: 0.0952, loss_rpn_bbox: 0.0497, s0.loss_cls: 0.3599, s0.acc: 91.7904, s0.loss_bbox: 0.3115, s0.loss_mask: 0.4288, s1.loss_cls: 0.1330, s1.acc: 93.9040, s1.loss_bbox: 0.0887, s1.loss_mask: 0.2062, s2.loss_cls: 0.0421, s2.acc: 96.3100, s2.loss_bbox: 0.0158, s2.loss_mask: 0.1014, loss: 1.8322 2022-06-14 22:31:34,420 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 2 days, 8:37:38, time: 0.445, data_time: 0.021, memory: 15375, loss_rpn_cls: 0.0933, loss_rpn_bbox: 0.0516, s0.loss_cls: 0.3483, s0.acc: 91.8765, s0.loss_bbox: 0.3180, s0.loss_mask: 0.4330, s1.loss_cls: 0.1319, s1.acc: 93.7331, s1.loss_bbox: 0.0933, s1.loss_mask: 0.2081, s2.loss_cls: 0.0433, s2.acc: 96.0249, s2.loss_bbox: 0.0179, s2.loss_mask: 0.1033, loss: 1.8421 2022-06-14 22:31:57,004 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 2 days, 7:13:38, time: 0.452, data_time: 0.019, memory: 15375, loss_rpn_cls: 0.0883, loss_rpn_bbox: 0.0477, s0.loss_cls: 0.3303, s0.acc: 92.0948, s0.loss_bbox: 0.3039, s0.loss_mask: 0.4210, s1.loss_cls: 0.1271, s1.acc: 93.7380, s1.loss_bbox: 0.0923, s1.loss_mask: 0.2006, s2.loss_cls: 0.0421, s2.acc: 96.0677, s2.loss_bbox: 0.0182, s2.loss_mask: 0.0987, loss: 1.7701 2022-06-14 22:32:19,678 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 2 days, 5:59:22, time: 0.453, data_time: 0.022, memory: 15375, loss_rpn_cls: 0.0856, loss_rpn_bbox: 0.0470, s0.loss_cls: 0.3182, s0.acc: 92.3106, s0.loss_bbox: 0.2903, s0.loss_mask: 0.4163, s1.loss_cls: 0.1246, s1.acc: 93.8759, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1966, s2.loss_cls: 0.0411, s2.acc: 96.0618, s2.loss_bbox: 0.0181, s2.loss_mask: 0.0957, loss: 1.7242 2022-06-14 22:32:43,010 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 2 days, 4:55:55, time: 0.467, data_time: 0.022, memory: 15375, loss_rpn_cls: 0.0884, loss_rpn_bbox: 0.0495, s0.loss_cls: 0.3351, s0.acc: 91.8229, s0.loss_bbox: 0.3096, s0.loss_mask: 0.4159, s1.loss_cls: 0.1331, s1.acc: 93.3812, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1968, s2.loss_cls: 0.0448, s2.acc: 95.5244, s2.loss_bbox: 0.0208, s2.loss_mask: 0.0954, loss: 1.7887 2022-06-14 22:33:06,223 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-14 22:33:06,318 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 2 days, 3:58:10, time: 0.464, data_time: 0.020, memory: 15375, loss_rpn_cls: 0.0850, loss_rpn_bbox: 0.0469, s0.loss_cls: 0.3238, s0.acc: 91.8540, s0.loss_bbox: 0.3082, s0.loss_mask: 0.4037, s1.loss_cls: 0.1276, s1.acc: 93.3936, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1898, s2.loss_cls: 0.0443, s2.acc: 95.4629, s2.loss_bbox: 0.0228, s2.loss_mask: 0.0918, loss: 1.7463 2022-06-14 22:33:29,080 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 2 days, 3:04:34, time: 0.458, data_time: 0.018, memory: 15375, loss_rpn_cls: 0.0842, loss_rpn_bbox: 0.0470, s0.loss_cls: 0.3014, s0.acc: 92.2665, s0.loss_bbox: 0.2927, s0.loss_mask: 0.3941, s1.loss_cls: 0.1231, s1.acc: 93.4950, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1863, s2.loss_cls: 0.0432, s2.acc: 95.5075, s2.loss_bbox: 0.0226, s2.loss_mask: 0.0896, loss: 1.6828 2022-06-14 22:33:51,976 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 2 days, 2:15:51, time: 0.458, data_time: 0.020, memory: 15375, loss_rpn_cls: 0.0833, loss_rpn_bbox: 0.0491, s0.loss_cls: 0.3288, s0.acc: 91.6744, s0.loss_bbox: 0.3100, s0.loss_mask: 0.3954, s1.loss_cls: 0.1340, s1.acc: 92.9697, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1870, s2.loss_cls: 0.0473, s2.acc: 95.0387, s2.loss_bbox: 0.0250, s2.loss_mask: 0.0908, loss: 1.7577 2022-06-14 22:34:14,084 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 2 days, 1:28:22, time: 0.442, data_time: 0.016, memory: 15375, loss_rpn_cls: 0.0803, loss_rpn_bbox: 0.0471, s0.loss_cls: 0.3114, s0.acc: 92.0973, s0.loss_bbox: 0.2948, s0.loss_mask: 0.3883, s1.loss_cls: 0.1290, s1.acc: 93.1966, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1819, s2.loss_cls: 0.0467, s2.acc: 95.1052, s2.loss_bbox: 0.0264, s2.loss_mask: 0.0873, loss: 1.6987 2022-06-14 22:34:37,009 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 2 days, 0:47:46, time: 0.458, data_time: 0.019, memory: 15375, loss_rpn_cls: 0.0886, loss_rpn_bbox: 0.0472, s0.loss_cls: 0.3187, s0.acc: 91.8696, s0.loss_bbox: 0.3091, s0.loss_mask: 0.3936, s1.loss_cls: 0.1326, s1.acc: 92.9146, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1832, s2.loss_cls: 0.0481, s2.acc: 94.8653, s2.loss_bbox: 0.0274, s2.loss_mask: 0.0879, loss: 1.7463 2022-06-14 22:34:59,127 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 2 days, 0:07:35, time: 0.442, data_time: 0.017, memory: 15375, loss_rpn_cls: 0.0816, loss_rpn_bbox: 0.0470, s0.loss_cls: 0.3103, s0.acc: 91.8882, s0.loss_bbox: 0.3067, s0.loss_mask: 0.3939, s1.loss_cls: 0.1314, s1.acc: 92.7996, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1848, s2.loss_cls: 0.0482, s2.acc: 94.7131, s2.loss_bbox: 0.0278, s2.loss_mask: 0.0880, loss: 1.7319 2022-06-14 22:35:21,706 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 1 day, 23:32:00, time: 0.452, data_time: 0.017, memory: 15375, loss_rpn_cls: 0.0828, loss_rpn_bbox: 0.0481, s0.loss_cls: 0.3068, s0.acc: 91.8931, s0.loss_bbox: 0.3065, s0.loss_mask: 0.3831, s1.loss_cls: 0.1318, s1.acc: 92.7929, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1803, s2.loss_cls: 0.0492, s2.acc: 94.4495, s2.loss_bbox: 0.0289, s2.loss_mask: 0.0859, loss: 1.7167 2022-06-14 22:35:44,373 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 1 day, 22:59:19, time: 0.453, data_time: 0.019, memory: 15429, loss_rpn_cls: 0.0837, loss_rpn_bbox: 0.0486, s0.loss_cls: 0.2978, s0.acc: 92.0366, s0.loss_bbox: 0.3002, s0.loss_mask: 0.3861, s1.loss_cls: 0.1291, s1.acc: 92.8283, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1807, s2.loss_cls: 0.0492, s2.acc: 94.3891, s2.loss_bbox: 0.0308, s2.loss_mask: 0.0867, loss: 1.7066 2022-06-14 22:36:06,882 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 1 day, 22:28:25, time: 0.450, data_time: 0.020, memory: 15429, loss_rpn_cls: 0.0820, loss_rpn_bbox: 0.0445, s0.loss_cls: 0.2943, s0.acc: 92.2004, s0.loss_bbox: 0.2916, s0.loss_mask: 0.3733, s1.loss_cls: 0.1253, s1.acc: 93.1378, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1749, s2.loss_cls: 0.0478, s2.acc: 94.6569, s2.loss_bbox: 0.0304, s2.loss_mask: 0.0826, loss: 1.6569 2022-06-14 22:36:29,708 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 1 day, 22:00:34, time: 0.456, data_time: 0.017, memory: 15429, loss_rpn_cls: 0.0770, loss_rpn_bbox: 0.0437, s0.loss_cls: 0.2805, s0.acc: 92.3928, s0.loss_bbox: 0.2876, s0.loss_mask: 0.3724, s1.loss_cls: 0.1228, s1.acc: 93.0646, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1724, s2.loss_cls: 0.0475, s2.acc: 94.5907, s2.loss_bbox: 0.0317, s2.loss_mask: 0.0813, loss: 1.6291 2022-06-14 22:36:52,111 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 1 day, 21:33:24, time: 0.448, data_time: 0.018, memory: 15429, loss_rpn_cls: 0.0799, loss_rpn_bbox: 0.0441, s0.loss_cls: 0.2942, s0.acc: 92.0202, s0.loss_bbox: 0.2956, s0.loss_mask: 0.3655, s1.loss_cls: 0.1290, s1.acc: 92.7128, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1720, s2.loss_cls: 0.0503, s2.acc: 94.2112, s2.loss_bbox: 0.0326, s2.loss_mask: 0.0820, loss: 1.6611 2022-06-14 22:37:14,537 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 1 day, 21:07:54, time: 0.448, data_time: 0.016, memory: 15429, loss_rpn_cls: 0.0782, loss_rpn_bbox: 0.0456, s0.loss_cls: 0.2908, s0.acc: 92.1790, s0.loss_bbox: 0.2887, s0.loss_mask: 0.3716, s1.loss_cls: 0.1286, s1.acc: 92.7349, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1765, s2.loss_cls: 0.0497, s2.acc: 94.2316, s2.loss_bbox: 0.0321, s2.loss_mask: 0.0844, loss: 1.6596 2022-06-14 22:37:36,693 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 1 day, 20:43:23, time: 0.444, data_time: 0.017, memory: 15429, loss_rpn_cls: 0.0799, loss_rpn_bbox: 0.0448, s0.loss_cls: 0.2923, s0.acc: 92.0246, s0.loss_bbox: 0.2951, s0.loss_mask: 0.3758, s1.loss_cls: 0.1290, s1.acc: 92.6502, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1767, s2.loss_cls: 0.0502, s2.acc: 94.1808, s2.loss_bbox: 0.0330, s2.loss_mask: 0.0832, loss: 1.6755 2022-06-14 22:37:59,720 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 1 day, 20:22:34, time: 0.461, data_time: 0.019, memory: 15429, loss_rpn_cls: 0.0808, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.2842, s0.acc: 92.2373, s0.loss_bbox: 0.2939, s0.loss_mask: 0.3714, s1.loss_cls: 0.1251, s1.acc: 92.7751, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1732, s2.loss_cls: 0.0503, s2.acc: 94.0601, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0826, loss: 1.6569 2022-06-14 22:38:22,805 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 1 day, 20:03:06, time: 0.462, data_time: 0.021, memory: 15429, loss_rpn_cls: 0.0805, loss_rpn_bbox: 0.0448, s0.loss_cls: 0.2914, s0.acc: 92.1739, s0.loss_bbox: 0.2917, s0.loss_mask: 0.3694, s1.loss_cls: 0.1291, s1.acc: 92.7535, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1723, s2.loss_cls: 0.0509, s2.acc: 94.0995, s2.loss_bbox: 0.0347, s2.loss_mask: 0.0815, loss: 1.6628 2022-06-14 22:38:46,086 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 1 day, 19:45:10, time: 0.465, data_time: 0.021, memory: 15753, loss_rpn_cls: 0.0764, loss_rpn_bbox: 0.0457, s0.loss_cls: 0.2849, s0.acc: 91.9429, s0.loss_bbox: 0.3039, s0.loss_mask: 0.3730, s1.loss_cls: 0.1295, s1.acc: 92.3531, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1743, s2.loss_cls: 0.0517, s2.acc: 93.7042, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0811, loss: 1.6785 2022-06-14 22:39:08,203 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 1 day, 19:25:29, time: 0.443, data_time: 0.017, memory: 15753, loss_rpn_cls: 0.0735, loss_rpn_bbox: 0.0427, s0.loss_cls: 0.2651, s0.acc: 92.6182, s0.loss_bbox: 0.2780, s0.loss_mask: 0.3545, s1.loss_cls: 0.1210, s1.acc: 93.0219, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1667, s2.loss_cls: 0.0488, s2.acc: 94.2569, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0790, loss: 1.5792 2022-06-14 22:39:30,419 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 1 day, 19:07:01, time: 0.444, data_time: 0.014, memory: 15753, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.2700, s0.acc: 92.5253, s0.loss_bbox: 0.2779, s0.loss_mask: 0.3551, s1.loss_cls: 0.1234, s1.acc: 92.8095, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1658, s2.loss_cls: 0.0504, s2.acc: 94.0541, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0777, loss: 1.5800 2022-06-14 22:39:52,654 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 1 day, 18:49:30, time: 0.444, data_time: 0.018, memory: 15753, loss_rpn_cls: 0.0791, loss_rpn_bbox: 0.0440, s0.loss_cls: 0.2846, s0.acc: 92.2877, s0.loss_bbox: 0.2872, s0.loss_mask: 0.3542, s1.loss_cls: 0.1274, s1.acc: 92.7425, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1673, s2.loss_cls: 0.0512, s2.acc: 93.9193, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0784, loss: 1.6288 2022-06-14 22:40:15,108 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 1 day, 18:33:28, time: 0.450, data_time: 0.020, memory: 15753, loss_rpn_cls: 0.0799, loss_rpn_bbox: 0.0486, s0.loss_cls: 0.2825, s0.acc: 92.0742, s0.loss_bbox: 0.2947, s0.loss_mask: 0.3570, s1.loss_cls: 0.1292, s1.acc: 92.4012, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1670, s2.loss_cls: 0.0529, s2.acc: 93.6096, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0787, loss: 1.6522 2022-06-14 22:40:37,372 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-14 22:40:37,375 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 1 day, 18:17:41, time: 0.445, data_time: 0.014, memory: 15753, loss_rpn_cls: 0.0708, loss_rpn_bbox: 0.0443, s0.loss_cls: 0.2929, s0.acc: 91.9743, s0.loss_bbox: 0.2919, s0.loss_mask: 0.3613, s1.loss_cls: 0.1343, s1.acc: 92.2884, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1699, s2.loss_cls: 0.0553, s2.acc: 93.4995, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0801, loss: 1.6589 2022-06-14 22:40:59,583 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 1 day, 18:02:39, time: 0.445, data_time: 0.018, memory: 15753, loss_rpn_cls: 0.0710, loss_rpn_bbox: 0.0392, s0.loss_cls: 0.2752, s0.acc: 92.3801, s0.loss_bbox: 0.2822, s0.loss_mask: 0.3439, s1.loss_cls: 0.1261, s1.acc: 92.6726, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1600, s2.loss_cls: 0.0520, s2.acc: 93.7464, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0750, loss: 1.5819 2022-06-14 22:41:22,425 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 1 day, 17:49:34, time: 0.457, data_time: 0.017, memory: 15753, loss_rpn_cls: 0.0716, loss_rpn_bbox: 0.0440, s0.loss_cls: 0.2859, s0.acc: 92.0763, s0.loss_bbox: 0.2934, s0.loss_mask: 0.3526, s1.loss_cls: 0.1307, s1.acc: 92.4275, s1.loss_bbox: 0.1239, s1.loss_mask: 0.1635, s2.loss_cls: 0.0540, s2.acc: 93.4978, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0763, loss: 1.6364 2022-06-14 22:41:45,093 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 1 day, 17:36:41, time: 0.453, data_time: 0.015, memory: 15753, loss_rpn_cls: 0.0711, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.2793, s0.acc: 92.2952, s0.loss_bbox: 0.2882, s0.loss_mask: 0.3568, s1.loss_cls: 0.1283, s1.acc: 92.6273, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1667, s2.loss_cls: 0.0537, s2.acc: 93.6095, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0787, loss: 1.6213 2022-06-14 22:42:07,930 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 1 day, 17:24:47, time: 0.457, data_time: 0.017, memory: 15753, loss_rpn_cls: 0.0784, loss_rpn_bbox: 0.0452, s0.loss_cls: 0.2690, s0.acc: 92.4675, s0.loss_bbox: 0.2829, s0.loss_mask: 0.3486, s1.loss_cls: 0.1218, s1.acc: 92.9046, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1638, s2.loss_cls: 0.0517, s2.acc: 93.7678, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0766, loss: 1.5952 2022-06-14 22:42:31,346 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 1 day, 17:14:29, time: 0.468, data_time: 0.021, memory: 15753, loss_rpn_cls: 0.0752, loss_rpn_bbox: 0.0446, s0.loss_cls: 0.2932, s0.acc: 91.7888, s0.loss_bbox: 0.3009, s0.loss_mask: 0.3540, s1.loss_cls: 0.1359, s1.acc: 92.0184, s1.loss_bbox: 0.1264, s1.loss_mask: 0.1655, s2.loss_cls: 0.0569, s2.acc: 93.1170, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0773, loss: 1.6716 2022-06-14 22:42:54,095 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 1 day, 17:03:21, time: 0.455, data_time: 0.019, memory: 15753, loss_rpn_cls: 0.0716, loss_rpn_bbox: 0.0417, s0.loss_cls: 0.2750, s0.acc: 92.1332, s0.loss_bbox: 0.2890, s0.loss_mask: 0.3455, s1.loss_cls: 0.1289, s1.acc: 92.2492, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1613, s2.loss_cls: 0.0546, s2.acc: 93.1253, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0755, loss: 1.6053 2022-06-14 22:43:17,421 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 1 day, 16:53:45, time: 0.467, data_time: 0.016, memory: 15753, loss_rpn_cls: 0.0739, loss_rpn_bbox: 0.0416, s0.loss_cls: 0.2645, s0.acc: 92.3352, s0.loss_bbox: 0.2834, s0.loss_mask: 0.3493, s1.loss_cls: 0.1229, s1.acc: 92.5911, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1643, s2.loss_cls: 0.0524, s2.acc: 93.5378, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0766, loss: 1.5880 2022-06-14 22:43:40,918 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 1 day, 16:44:50, time: 0.470, data_time: 0.021, memory: 15753, loss_rpn_cls: 0.0779, loss_rpn_bbox: 0.0439, s0.loss_cls: 0.2754, s0.acc: 92.1954, s0.loss_bbox: 0.2888, s0.loss_mask: 0.3385, s1.loss_cls: 0.1302, s1.acc: 92.2581, s1.loss_bbox: 0.1247, s1.loss_mask: 0.1585, s2.loss_cls: 0.0567, s2.acc: 93.0736, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0745, loss: 1.6129 2022-06-14 22:44:04,095 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 1 day, 16:35:36, time: 0.463, data_time: 0.019, memory: 15753, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.0412, s0.loss_cls: 0.2767, s0.acc: 92.1210, s0.loss_bbox: 0.2902, s0.loss_mask: 0.3419, s1.loss_cls: 0.1301, s1.acc: 92.3026, s1.loss_bbox: 0.1240, s1.loss_mask: 0.1588, s2.loss_cls: 0.0559, s2.acc: 93.0379, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0741, loss: 1.6050 2022-06-14 22:44:27,748 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 1 day, 16:27:44, time: 0.474, data_time: 0.020, memory: 15753, loss_rpn_cls: 0.0699, loss_rpn_bbox: 0.0418, s0.loss_cls: 0.2745, s0.acc: 92.1196, s0.loss_bbox: 0.2941, s0.loss_mask: 0.3446, s1.loss_cls: 0.1285, s1.acc: 92.2518, s1.loss_bbox: 0.1246, s1.loss_mask: 0.1607, s2.loss_cls: 0.0552, s2.acc: 93.0592, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0748, loss: 1.6114 2022-06-14 22:44:50,660 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 1 day, 16:18:49, time: 0.458, data_time: 0.018, memory: 15753, loss_rpn_cls: 0.0694, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.2705, s0.acc: 92.2820, s0.loss_bbox: 0.2872, s0.loss_mask: 0.3451, s1.loss_cls: 0.1271, s1.acc: 92.4363, s1.loss_bbox: 0.1239, s1.loss_mask: 0.1611, s2.loss_cls: 0.0547, s2.acc: 93.2131, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0751, loss: 1.5964 2022-06-14 22:45:14,247 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 1 day, 16:11:21, time: 0.472, data_time: 0.015, memory: 15753, loss_rpn_cls: 0.0707, loss_rpn_bbox: 0.0416, s0.loss_cls: 0.2872, s0.acc: 91.8848, s0.loss_bbox: 0.2955, s0.loss_mask: 0.3465, s1.loss_cls: 0.1343, s1.acc: 92.0606, s1.loss_bbox: 0.1271, s1.loss_mask: 0.1638, s2.loss_cls: 0.0574, s2.acc: 92.9689, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0768, loss: 1.6448 2022-06-14 22:45:37,243 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 1 day, 16:03:08, time: 0.459, data_time: 0.017, memory: 15774, loss_rpn_cls: 0.0688, loss_rpn_bbox: 0.0423, s0.loss_cls: 0.2658, s0.acc: 92.4590, s0.loss_bbox: 0.2814, s0.loss_mask: 0.3446, s1.loss_cls: 0.1253, s1.acc: 92.5641, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1619, s2.loss_cls: 0.0540, s2.acc: 93.3499, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0752, loss: 1.5798 2022-06-14 22:45:59,820 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 1 day, 15:54:38, time: 0.452, data_time: 0.019, memory: 15774, loss_rpn_cls: 0.0653, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2592, s0.acc: 92.6484, s0.loss_bbox: 0.2712, s0.loss_mask: 0.3301, s1.loss_cls: 0.1215, s1.acc: 92.7613, s1.loss_bbox: 0.1185, s1.loss_mask: 0.1551, s2.loss_cls: 0.0524, s2.acc: 93.5073, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0729, loss: 1.5251 2022-06-14 22:46:22,895 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 1 day, 15:47:08, time: 0.461, data_time: 0.015, memory: 15774, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.2580, s0.acc: 92.5375, s0.loss_bbox: 0.2803, s0.loss_mask: 0.3257, s1.loss_cls: 0.1220, s1.acc: 92.6223, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1538, s2.loss_cls: 0.0533, s2.acc: 93.3173, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0718, loss: 1.5302 2022-06-14 22:46:45,864 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 1 day, 15:39:36, time: 0.457, data_time: 0.017, memory: 15774, loss_rpn_cls: 0.0682, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.2597, s0.acc: 92.5654, s0.loss_bbox: 0.2731, s0.loss_mask: 0.3284, s1.loss_cls: 0.1223, s1.acc: 92.6592, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1537, s2.loss_cls: 0.0534, s2.acc: 93.4151, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0718, loss: 1.5326 2022-06-14 22:47:08,716 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 1 day, 15:32:27, time: 0.459, data_time: 0.019, memory: 15774, loss_rpn_cls: 0.0651, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.2667, s0.acc: 92.4018, s0.loss_bbox: 0.2786, s0.loss_mask: 0.3375, s1.loss_cls: 0.1237, s1.acc: 92.6630, s1.loss_bbox: 0.1197, s1.loss_mask: 0.1557, s2.loss_cls: 0.0547, s2.acc: 93.2138, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0722, loss: 1.5566 2022-06-14 22:47:32,153 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 1 day, 15:26:16, time: 0.469, data_time: 0.017, memory: 15774, loss_rpn_cls: 0.0670, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.2648, s0.acc: 92.3890, s0.loss_bbox: 0.2836, s0.loss_mask: 0.3372, s1.loss_cls: 0.1265, s1.acc: 92.5465, s1.loss_bbox: 0.1216, s1.loss_mask: 0.1580, s2.loss_cls: 0.0547, s2.acc: 93.3647, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0739, loss: 1.5688 2022-06-14 22:47:55,944 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 1 day, 15:20:47, time: 0.476, data_time: 0.018, memory: 15774, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.0413, s0.loss_cls: 0.2758, s0.acc: 92.1632, s0.loss_bbox: 0.2880, s0.loss_mask: 0.3337, s1.loss_cls: 0.1306, s1.acc: 92.1987, s1.loss_bbox: 0.1235, s1.loss_mask: 0.1566, s2.loss_cls: 0.0572, s2.acc: 92.8890, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0737, loss: 1.5931 2022-06-14 22:48:19,345 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-14 22:48:19,346 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 1 day, 15:14:54, time: 0.468, data_time: 0.018, memory: 15774, loss_rpn_cls: 0.0685, loss_rpn_bbox: 0.0430, s0.loss_cls: 0.2912, s0.acc: 91.6525, s0.loss_bbox: 0.3099, s0.loss_mask: 0.3441, s1.loss_cls: 0.1356, s1.acc: 91.8495, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1590, s2.loss_cls: 0.0586, s2.acc: 92.6864, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0731, loss: 1.6572 2022-06-14 22:48:42,398 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 1 day, 15:08:43, time: 0.461, data_time: 0.019, memory: 15774, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.0392, s0.loss_cls: 0.2793, s0.acc: 91.9154, s0.loss_bbox: 0.2985, s0.loss_mask: 0.3342, s1.loss_cls: 0.1323, s1.acc: 91.9951, s1.loss_bbox: 0.1272, s1.loss_mask: 0.1562, s2.loss_cls: 0.0575, s2.acc: 92.7630, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0733, loss: 1.6088 2022-06-14 22:49:05,132 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 1 day, 15:02:16, time: 0.455, data_time: 0.015, memory: 15774, loss_rpn_cls: 0.0653, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.2571, s0.acc: 92.5327, s0.loss_bbox: 0.2765, s0.loss_mask: 0.3350, s1.loss_cls: 0.1230, s1.acc: 92.5826, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1566, s2.loss_cls: 0.0539, s2.acc: 93.2056, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0732, loss: 1.5422 2022-06-14 22:49:27,997 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 1 day, 14:56:11, time: 0.457, data_time: 0.018, memory: 15774, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.0412, s0.loss_cls: 0.2755, s0.acc: 92.0974, s0.loss_bbox: 0.2916, s0.loss_mask: 0.3355, s1.loss_cls: 0.1307, s1.acc: 92.1593, s1.loss_bbox: 0.1252, s1.loss_mask: 0.1571, s2.loss_cls: 0.0582, s2.acc: 92.8392, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0736, loss: 1.6024 2022-06-14 22:49:51,098 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 1 day, 14:50:36, time: 0.462, data_time: 0.017, memory: 15774, loss_rpn_cls: 0.0666, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.2666, s0.acc: 92.2461, s0.loss_bbox: 0.2837, s0.loss_mask: 0.3261, s1.loss_cls: 0.1274, s1.acc: 92.2888, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1540, s2.loss_cls: 0.0561, s2.acc: 92.9727, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0723, loss: 1.5580 2022-06-14 22:50:14,624 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 1 day, 14:45:45, time: 0.471, data_time: 0.017, memory: 15774, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.2739, s0.acc: 92.2402, s0.loss_bbox: 0.2871, s0.loss_mask: 0.3212, s1.loss_cls: 0.1296, s1.acc: 92.3598, s1.loss_bbox: 0.1224, s1.loss_mask: 0.1500, s2.loss_cls: 0.0566, s2.acc: 93.1521, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0698, loss: 1.5635 2022-06-14 22:50:37,218 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 1 day, 14:39:39, time: 0.449, data_time: 0.015, memory: 15774, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.2575, s0.acc: 92.6162, s0.loss_bbox: 0.2753, s0.loss_mask: 0.3225, s1.loss_cls: 0.1204, s1.acc: 92.8697, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1529, s2.loss_cls: 0.0534, s2.acc: 93.4523, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0719, loss: 1.5212 2022-06-14 22:50:59,512 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 1 day, 14:33:39, time: 0.448, data_time: 0.016, memory: 15774, loss_rpn_cls: 0.0641, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.2540, s0.acc: 92.5183, s0.loss_bbox: 0.2812, s0.loss_mask: 0.3380, s1.loss_cls: 0.1194, s1.acc: 92.6442, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1565, s2.loss_cls: 0.0527, s2.acc: 93.2766, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0722, loss: 1.5438 2022-06-14 22:51:22,365 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 1 day, 14:28:21, time: 0.457, data_time: 0.018, memory: 15774, loss_rpn_cls: 0.0703, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.2610, s0.acc: 92.3643, s0.loss_bbox: 0.2813, s0.loss_mask: 0.3239, s1.loss_cls: 0.1222, s1.acc: 92.5387, s1.loss_bbox: 0.1211, s1.loss_mask: 0.1493, s2.loss_cls: 0.0545, s2.acc: 93.1094, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0693, loss: 1.5359 2022-06-14 22:51:45,300 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 1 day, 14:23:19, time: 0.459, data_time: 0.016, memory: 15774, loss_rpn_cls: 0.0643, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.2733, s0.acc: 92.1348, s0.loss_bbox: 0.2914, s0.loss_mask: 0.3317, s1.loss_cls: 0.1296, s1.acc: 92.2368, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1568, s2.loss_cls: 0.0573, s2.acc: 92.8557, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0732, loss: 1.5871 2022-06-14 22:52:07,974 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 1 day, 14:18:06, time: 0.454, data_time: 0.018, memory: 15774, loss_rpn_cls: 0.0658, loss_rpn_bbox: 0.0407, s0.loss_cls: 0.2740, s0.acc: 92.1155, s0.loss_bbox: 0.2933, s0.loss_mask: 0.3228, s1.loss_cls: 0.1266, s1.acc: 92.3642, s1.loss_bbox: 0.1241, s1.loss_mask: 0.1514, s2.loss_cls: 0.0560, s2.acc: 92.9556, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0709, loss: 1.5709 2022-06-14 22:52:30,684 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 1 day, 14:13:02, time: 0.454, data_time: 0.015, memory: 15774, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0401, s0.loss_cls: 0.2646, s0.acc: 92.3420, s0.loss_bbox: 0.2888, s0.loss_mask: 0.3220, s1.loss_cls: 0.1231, s1.acc: 92.6657, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1533, s2.loss_cls: 0.0541, s2.acc: 93.4769, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0717, loss: 1.5517 2022-06-14 22:52:53,702 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 1 day, 14:08:30, time: 0.461, data_time: 0.019, memory: 15774, loss_rpn_cls: 0.0664, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.2594, s0.acc: 92.3223, s0.loss_bbox: 0.2857, s0.loss_mask: 0.3213, s1.loss_cls: 0.1222, s1.acc: 92.4469, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1496, s2.loss_cls: 0.0549, s2.acc: 92.9910, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0699, loss: 1.5341 2022-06-14 22:53:16,462 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 1 day, 14:03:46, time: 0.455, data_time: 0.014, memory: 15774, loss_rpn_cls: 0.0647, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.2576, s0.acc: 92.2617, s0.loss_bbox: 0.2942, s0.loss_mask: 0.3198, s1.loss_cls: 0.1220, s1.acc: 92.4279, s1.loss_bbox: 0.1282, s1.loss_mask: 0.1517, s2.loss_cls: 0.0548, s2.acc: 93.0264, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0714, loss: 1.5494 2022-06-14 22:53:39,842 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 1 day, 13:59:44, time: 0.465, data_time: 0.017, memory: 15774, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.2619, s0.acc: 92.3237, s0.loss_bbox: 0.2913, s0.loss_mask: 0.3164, s1.loss_cls: 0.1211, s1.acc: 92.6355, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1487, s2.loss_cls: 0.0534, s2.acc: 93.2001, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0692, loss: 1.5397 2022-06-14 22:54:02,891 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 1 day, 13:55:41, time: 0.463, data_time: 0.018, memory: 15774, loss_rpn_cls: 0.0641, loss_rpn_bbox: 0.0403, s0.loss_cls: 0.2614, s0.acc: 92.5471, s0.loss_bbox: 0.2807, s0.loss_mask: 0.3266, s1.loss_cls: 0.1233, s1.acc: 92.6018, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1535, s2.loss_cls: 0.0552, s2.acc: 93.1452, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0712, loss: 1.5418 2022-06-14 22:54:25,821 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 1 day, 13:51:28, time: 0.459, data_time: 0.019, memory: 15774, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.2647, s0.acc: 92.3293, s0.loss_bbox: 0.2840, s0.loss_mask: 0.3240, s1.loss_cls: 0.1245, s1.acc: 92.4495, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1523, s2.loss_cls: 0.0561, s2.acc: 92.9895, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0711, loss: 1.5497 2022-06-14 22:54:48,875 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 1 day, 13:47:29, time: 0.461, data_time: 0.014, memory: 15774, loss_rpn_cls: 0.0701, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.2854, s0.acc: 91.7886, s0.loss_bbox: 0.2997, s0.loss_mask: 0.3323, s1.loss_cls: 0.1349, s1.acc: 91.9532, s1.loss_bbox: 0.1287, s1.loss_mask: 0.1568, s2.loss_cls: 0.0593, s2.acc: 92.6879, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0732, loss: 1.6249 2022-06-14 22:55:11,271 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 1 day, 13:42:52, time: 0.448, data_time: 0.020, memory: 15774, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.2793, s0.acc: 92.0479, s0.loss_bbox: 0.2948, s0.loss_mask: 0.3358, s1.loss_cls: 0.1319, s1.acc: 92.1598, s1.loss_bbox: 0.1256, s1.loss_mask: 0.1584, s2.loss_cls: 0.0590, s2.acc: 92.6894, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0737, loss: 1.6063 2022-06-14 22:55:33,772 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 1 day, 13:38:28, time: 0.450, data_time: 0.017, memory: 15774, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0408, s0.loss_cls: 0.2626, s0.acc: 92.2725, s0.loss_bbox: 0.2884, s0.loss_mask: 0.3207, s1.loss_cls: 0.1217, s1.acc: 92.4655, s1.loss_bbox: 0.1238, s1.loss_mask: 0.1499, s2.loss_cls: 0.0547, s2.acc: 92.9828, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0696, loss: 1.5401 2022-06-14 22:55:56,745 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-14 22:55:56,747 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 1 day, 13:34:41, time: 0.459, data_time: 0.021, memory: 15774, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.2574, s0.acc: 92.3723, s0.loss_bbox: 0.2847, s0.loss_mask: 0.3231, s1.loss_cls: 0.1235, s1.acc: 92.4288, s1.loss_bbox: 0.1235, s1.loss_mask: 0.1516, s2.loss_cls: 0.0553, s2.acc: 93.0689, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0700, loss: 1.5298 2022-06-14 22:56:19,116 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 1 day, 13:30:21, time: 0.447, data_time: 0.020, memory: 15774, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2515, s0.acc: 92.6777, s0.loss_bbox: 0.2754, s0.loss_mask: 0.3133, s1.loss_cls: 0.1176, s1.acc: 92.7785, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1472, s2.loss_cls: 0.0529, s2.acc: 93.3025, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0688, loss: 1.4912 2022-06-14 22:56:41,987 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 1 day, 13:26:32, time: 0.456, data_time: 0.016, memory: 15774, loss_rpn_cls: 0.0639, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.2574, s0.acc: 92.4575, s0.loss_bbox: 0.2777, s0.loss_mask: 0.3165, s1.loss_cls: 0.1257, s1.acc: 92.3511, s1.loss_bbox: 0.1227, s1.loss_mask: 0.1484, s2.loss_cls: 0.0566, s2.acc: 92.9419, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0687, loss: 1.5203 2022-06-14 22:57:05,097 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 1 day, 13:23:14, time: 0.464, data_time: 0.019, memory: 15774, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.2668, s0.acc: 92.1726, s0.loss_bbox: 0.2920, s0.loss_mask: 0.3237, s1.loss_cls: 0.1263, s1.acc: 92.2910, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1522, s2.loss_cls: 0.0567, s2.acc: 92.7226, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0709, loss: 1.5575 2022-06-14 22:57:27,965 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 1 day, 13:19:40, time: 0.457, data_time: 0.019, memory: 15774, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0399, s0.loss_cls: 0.2785, s0.acc: 91.9165, s0.loss_bbox: 0.2932, s0.loss_mask: 0.3153, s1.loss_cls: 0.1312, s1.acc: 92.0904, s1.loss_bbox: 0.1249, s1.loss_mask: 0.1480, s2.loss_cls: 0.0590, s2.acc: 92.6709, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0691, loss: 1.5699 2022-06-14 22:57:51,388 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 1 day, 13:16:44, time: 0.468, data_time: 0.021, memory: 15774, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.2622, s0.acc: 92.2358, s0.loss_bbox: 0.2907, s0.loss_mask: 0.3237, s1.loss_cls: 0.1246, s1.acc: 92.2586, s1.loss_bbox: 0.1279, s1.loss_mask: 0.1537, s2.loss_cls: 0.0560, s2.acc: 92.7924, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0722, loss: 1.5550 2022-06-14 22:58:14,904 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 1 day, 13:13:58, time: 0.470, data_time: 0.022, memory: 15774, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.2798, s0.acc: 91.8406, s0.loss_bbox: 0.3028, s0.loss_mask: 0.3257, s1.loss_cls: 0.1322, s1.acc: 91.9536, s1.loss_bbox: 0.1310, s1.loss_mask: 0.1517, s2.loss_cls: 0.0599, s2.acc: 92.5558, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0702, loss: 1.6063 2022-06-14 22:58:38,081 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 1 day, 13:10:54, time: 0.463, data_time: 0.019, memory: 15802, loss_rpn_cls: 0.0647, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.2689, s0.acc: 92.3123, s0.loss_bbox: 0.2844, s0.loss_mask: 0.3199, s1.loss_cls: 0.1257, s1.acc: 92.5862, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1496, s2.loss_cls: 0.0556, s2.acc: 93.1192, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0699, loss: 1.5426 2022-06-14 22:59:00,614 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 1 day, 13:07:17, time: 0.451, data_time: 0.018, memory: 15802, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.2672, s0.acc: 92.0852, s0.loss_bbox: 0.2941, s0.loss_mask: 0.3190, s1.loss_cls: 0.1267, s1.acc: 92.1726, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1500, s2.loss_cls: 0.0575, s2.acc: 92.6208, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0697, loss: 1.5558 2022-06-14 22:59:23,462 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 1 day, 13:04:02, time: 0.457, data_time: 0.020, memory: 15802, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.2656, s0.acc: 92.0674, s0.loss_bbox: 0.2901, s0.loss_mask: 0.3238, s1.loss_cls: 0.1276, s1.acc: 92.1725, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1515, s2.loss_cls: 0.0578, s2.acc: 92.6300, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0695, loss: 1.5642 2022-06-14 22:59:46,935 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 1 day, 13:01:27, time: 0.469, data_time: 0.018, memory: 15802, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.2628, s0.acc: 92.2866, s0.loss_bbox: 0.2914, s0.loss_mask: 0.3191, s1.loss_cls: 0.1254, s1.acc: 92.2701, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1490, s2.loss_cls: 0.0561, s2.acc: 92.7623, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0690, loss: 1.5474 2022-06-14 23:00:10,163 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 1 day, 12:58:40, time: 0.464, data_time: 0.019, memory: 15802, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0400, s0.loss_cls: 0.2633, s0.acc: 92.0391, s0.loss_bbox: 0.2960, s0.loss_mask: 0.3127, s1.loss_cls: 0.1251, s1.acc: 92.1497, s1.loss_bbox: 0.1274, s1.loss_mask: 0.1469, s2.loss_cls: 0.0564, s2.acc: 92.6098, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0679, loss: 1.5453 2022-06-14 23:00:33,247 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 1 day, 12:55:49, time: 0.462, data_time: 0.022, memory: 15802, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.2618, s0.acc: 92.2485, s0.loss_bbox: 0.2882, s0.loss_mask: 0.3253, s1.loss_cls: 0.1242, s1.acc: 92.3610, s1.loss_bbox: 0.1263, s1.loss_mask: 0.1535, s2.loss_cls: 0.0557, s2.acc: 92.9603, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0716, loss: 1.5509 2022-06-14 23:00:55,859 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 1 day, 12:52:35, time: 0.452, data_time: 0.016, memory: 15803, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0393, s0.loss_cls: 0.2714, s0.acc: 92.1921, s0.loss_bbox: 0.2916, s0.loss_mask: 0.3134, s1.loss_cls: 0.1299, s1.acc: 92.2241, s1.loss_bbox: 0.1285, s1.loss_mask: 0.1465, s2.loss_cls: 0.0591, s2.acc: 92.5782, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0673, loss: 1.5564 2022-06-14 23:01:18,432 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 1 day, 12:49:22, time: 0.451, data_time: 0.014, memory: 15803, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.2533, s0.acc: 92.5381, s0.loss_bbox: 0.2780, s0.loss_mask: 0.3124, s1.loss_cls: 0.1225, s1.acc: 92.4677, s1.loss_bbox: 0.1231, s1.loss_mask: 0.1451, s2.loss_cls: 0.0557, s2.acc: 92.9368, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0676, loss: 1.5007 2022-06-14 23:01:41,196 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 1 day, 12:46:23, time: 0.455, data_time: 0.018, memory: 15803, loss_rpn_cls: 0.0677, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.2884, s0.acc: 91.5688, s0.loss_bbox: 0.3212, s0.loss_mask: 0.3197, s1.loss_cls: 0.1364, s1.acc: 91.6291, s1.loss_bbox: 0.1356, s1.loss_mask: 0.1501, s2.loss_cls: 0.0613, s2.acc: 92.3382, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0694, loss: 1.6376 2022-06-14 23:02:03,968 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 1 day, 12:43:28, time: 0.455, data_time: 0.017, memory: 15803, loss_rpn_cls: 0.0625, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2868, s0.acc: 91.5876, s0.loss_bbox: 0.3221, s0.loss_mask: 0.3219, s1.loss_cls: 0.1344, s1.acc: 91.8300, s1.loss_bbox: 0.1348, s1.loss_mask: 0.1501, s2.loss_cls: 0.0604, s2.acc: 92.4740, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0693, loss: 1.6275 2022-06-14 23:02:27,115 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 1 day, 12:40:56, time: 0.463, data_time: 0.017, memory: 15803, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.2875, s0.acc: 91.3806, s0.loss_bbox: 0.3283, s0.loss_mask: 0.3280, s1.loss_cls: 0.1333, s1.acc: 91.7243, s1.loss_bbox: 0.1345, s1.loss_mask: 0.1528, s2.loss_cls: 0.0591, s2.acc: 92.5635, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0708, loss: 1.6402 2022-06-14 23:02:50,696 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 1 day, 12:38:49, time: 0.472, data_time: 0.018, memory: 15803, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2793, s0.acc: 91.5774, s0.loss_bbox: 0.3182, s0.loss_mask: 0.3192, s1.loss_cls: 0.1317, s1.acc: 91.7536, s1.loss_bbox: 0.1338, s1.loss_mask: 0.1497, s2.loss_cls: 0.0598, s2.acc: 92.3188, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0693, loss: 1.6062 2022-06-14 23:03:14,322 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 1 day, 12:36:47, time: 0.473, data_time: 0.019, memory: 15803, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2643, s0.acc: 92.0625, s0.loss_bbox: 0.2937, s0.loss_mask: 0.3089, s1.loss_cls: 0.1251, s1.acc: 92.2526, s1.loss_bbox: 0.1261, s1.loss_mask: 0.1449, s2.loss_cls: 0.0572, s2.acc: 92.6558, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0675, loss: 1.5317 2022-06-14 23:03:38,095 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-14 23:03:38,096 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 1 day, 12:34:55, time: 0.475, data_time: 0.019, memory: 15803, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.0405, s0.loss_cls: 0.2801, s0.acc: 91.5090, s0.loss_bbox: 0.3165, s0.loss_mask: 0.3172, s1.loss_cls: 0.1337, s1.acc: 91.5881, s1.loss_bbox: 0.1365, s1.loss_mask: 0.1498, s2.loss_cls: 0.0610, s2.acc: 92.0583, s2.loss_bbox: 0.0502, s2.loss_mask: 0.0697, loss: 1.6200 2022-06-14 23:04:01,366 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 1 day, 12:32:39, time: 0.465, data_time: 0.019, memory: 15803, loss_rpn_cls: 0.0654, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.2921, s0.acc: 91.3445, s0.loss_bbox: 0.3220, s0.loss_mask: 0.3307, s1.loss_cls: 0.1398, s1.acc: 91.4062, s1.loss_bbox: 0.1350, s1.loss_mask: 0.1549, s2.loss_cls: 0.0622, s2.acc: 92.1637, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0712, loss: 1.6600 2022-06-14 23:04:24,297 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 1 day, 12:30:07, time: 0.459, data_time: 0.017, memory: 15803, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.2921, s0.acc: 91.2646, s0.loss_bbox: 0.3295, s0.loss_mask: 0.3254, s1.loss_cls: 0.1386, s1.acc: 91.4324, s1.loss_bbox: 0.1402, s1.loss_mask: 0.1504, s2.loss_cls: 0.0626, s2.acc: 92.0434, s2.loss_bbox: 0.0508, s2.loss_mask: 0.0686, loss: 1.6574 2022-06-14 23:04:47,207 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 1 day, 12:27:37, time: 0.458, data_time: 0.018, memory: 15803, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2605, s0.acc: 92.1318, s0.loss_bbox: 0.2994, s0.loss_mask: 0.3158, s1.loss_cls: 0.1235, s1.acc: 92.2638, s1.loss_bbox: 0.1293, s1.loss_mask: 0.1480, s2.loss_cls: 0.0569, s2.acc: 92.7128, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0688, loss: 1.5453 2022-06-14 23:05:10,211 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 1 day, 12:25:14, time: 0.460, data_time: 0.016, memory: 15806, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2730, s0.acc: 91.5979, s0.loss_bbox: 0.3167, s0.loss_mask: 0.3229, s1.loss_cls: 0.1294, s1.acc: 91.8511, s1.loss_bbox: 0.1324, s1.loss_mask: 0.1515, s2.loss_cls: 0.0590, s2.acc: 92.3219, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0700, loss: 1.5943 2022-06-14 23:05:33,454 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 1 day, 12:23:05, time: 0.465, data_time: 0.017, memory: 15806, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2792, s0.acc: 91.7375, s0.loss_bbox: 0.3097, s0.loss_mask: 0.3181, s1.loss_cls: 0.1317, s1.acc: 91.8955, s1.loss_bbox: 0.1328, s1.loss_mask: 0.1505, s2.loss_cls: 0.0596, s2.acc: 92.4222, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0703, loss: 1.5971 2022-06-14 23:05:56,415 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 1 day, 12:20:44, time: 0.459, data_time: 0.015, memory: 15806, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2726, s0.acc: 91.9243, s0.loss_bbox: 0.3011, s0.loss_mask: 0.3082, s1.loss_cls: 0.1308, s1.acc: 92.0111, s1.loss_bbox: 0.1319, s1.loss_mask: 0.1460, s2.loss_cls: 0.0594, s2.acc: 92.4766, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0683, loss: 1.5629 2022-06-14 23:06:19,220 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 1 day, 12:18:19, time: 0.456, data_time: 0.016, memory: 15806, loss_rpn_cls: 0.0622, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.2822, s0.acc: 91.5950, s0.loss_bbox: 0.3153, s0.loss_mask: 0.3238, s1.loss_cls: 0.1328, s1.acc: 91.7658, s1.loss_bbox: 0.1337, s1.loss_mask: 0.1510, s2.loss_cls: 0.0602, s2.acc: 92.2676, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0699, loss: 1.6173 2022-06-14 23:06:41,466 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 1 day, 12:15:28, time: 0.445, data_time: 0.015, memory: 15806, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2572, s0.acc: 92.1709, s0.loss_bbox: 0.2940, s0.loss_mask: 0.3131, s1.loss_cls: 0.1255, s1.acc: 92.1826, s1.loss_bbox: 0.1278, s1.loss_mask: 0.1466, s2.loss_cls: 0.0570, s2.acc: 92.6538, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0679, loss: 1.5280 2022-06-14 23:07:04,631 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 1 day, 12:13:24, time: 0.463, data_time: 0.023, memory: 15806, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2616, s0.acc: 92.2585, s0.loss_bbox: 0.2911, s0.loss_mask: 0.3083, s1.loss_cls: 0.1237, s1.acc: 92.4826, s1.loss_bbox: 0.1245, s1.loss_mask: 0.1459, s2.loss_cls: 0.0550, s2.acc: 93.0555, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0682, loss: 1.5187 2022-06-14 23:07:27,306 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 1 day, 12:10:59, time: 0.454, data_time: 0.019, memory: 15806, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.2671, s0.acc: 91.8843, s0.loss_bbox: 0.3042, s0.loss_mask: 0.3141, s1.loss_cls: 0.1287, s1.acc: 92.0113, s1.loss_bbox: 0.1311, s1.loss_mask: 0.1488, s2.loss_cls: 0.0595, s2.acc: 92.3454, s2.loss_bbox: 0.0482, s2.loss_mask: 0.0683, loss: 1.5645 2022-06-14 23:07:50,743 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 1 day, 12:09:12, time: 0.469, data_time: 0.021, memory: 15806, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2702, s0.acc: 91.9177, s0.loss_bbox: 0.3037, s0.loss_mask: 0.3110, s1.loss_cls: 0.1284, s1.acc: 92.0848, s1.loss_bbox: 0.1297, s1.loss_mask: 0.1474, s2.loss_cls: 0.0582, s2.acc: 92.6411, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0686, loss: 1.5587 2022-06-14 23:08:13,899 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 1 day, 12:07:12, time: 0.463, data_time: 0.018, memory: 15806, loss_rpn_cls: 0.0622, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.2870, s0.acc: 91.4910, s0.loss_bbox: 0.3195, s0.loss_mask: 0.3154, s1.loss_cls: 0.1343, s1.acc: 91.7358, s1.loss_bbox: 0.1346, s1.loss_mask: 0.1502, s2.loss_cls: 0.0613, s2.acc: 92.2822, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0699, loss: 1.6213 2022-06-14 23:08:36,868 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 1 day, 12:05:06, time: 0.459, data_time: 0.017, memory: 15806, loss_rpn_cls: 0.0597, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2608, s0.acc: 92.1313, s0.loss_bbox: 0.2963, s0.loss_mask: 0.3118, s1.loss_cls: 0.1239, s1.acc: 92.2501, s1.loss_bbox: 0.1272, s1.loss_mask: 0.1485, s2.loss_cls: 0.0564, s2.acc: 92.6805, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0688, loss: 1.5357 2022-06-14 23:09:00,020 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 1 day, 12:03:11, time: 0.463, data_time: 0.020, memory: 15806, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.2641, s0.acc: 92.1687, s0.loss_bbox: 0.2954, s0.loss_mask: 0.3086, s1.loss_cls: 0.1265, s1.acc: 92.1994, s1.loss_bbox: 0.1287, s1.loss_mask: 0.1445, s2.loss_cls: 0.0583, s2.acc: 92.5231, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0671, loss: 1.5375 2022-06-14 23:09:23,186 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 1 day, 12:01:17, time: 0.463, data_time: 0.015, memory: 15807, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2568, s0.acc: 92.3901, s0.loss_bbox: 0.2834, s0.loss_mask: 0.3077, s1.loss_cls: 0.1220, s1.acc: 92.3860, s1.loss_bbox: 0.1243, s1.loss_mask: 0.1445, s2.loss_cls: 0.0568, s2.acc: 92.6873, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0673, loss: 1.5015 2022-06-14 23:09:46,824 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 1 day, 11:59:46, time: 0.473, data_time: 0.021, memory: 15976, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.2720, s0.acc: 91.7732, s0.loss_bbox: 0.3055, s0.loss_mask: 0.3062, s1.loss_cls: 0.1301, s1.acc: 91.8507, s1.loss_bbox: 0.1327, s1.loss_mask: 0.1448, s2.loss_cls: 0.0595, s2.acc: 92.3792, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0674, loss: 1.5658 2022-06-14 23:10:10,607 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 1 day, 11:58:23, time: 0.476, data_time: 0.017, memory: 15976, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.2743, s0.acc: 91.6860, s0.loss_bbox: 0.3049, s0.loss_mask: 0.3124, s1.loss_cls: 0.1314, s1.acc: 91.7710, s1.loss_bbox: 0.1308, s1.loss_mask: 0.1472, s2.loss_cls: 0.0606, s2.acc: 92.2750, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0680, loss: 1.5735 2022-06-14 23:10:33,752 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 1 day, 11:56:32, time: 0.463, data_time: 0.015, memory: 15976, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2631, s0.acc: 92.1472, s0.loss_bbox: 0.3005, s0.loss_mask: 0.3087, s1.loss_cls: 0.1230, s1.acc: 92.3526, s1.loss_bbox: 0.1288, s1.loss_mask: 0.1464, s2.loss_cls: 0.0557, s2.acc: 92.8370, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0679, loss: 1.5329 2022-06-14 23:10:57,170 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 1 day, 11:54:54, time: 0.468, data_time: 0.020, memory: 15976, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2498, s0.acc: 92.2312, s0.loss_bbox: 0.2956, s0.loss_mask: 0.3024, s1.loss_cls: 0.1196, s1.acc: 92.3377, s1.loss_bbox: 0.1287, s1.loss_mask: 0.1440, s2.loss_cls: 0.0554, s2.acc: 92.6406, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0671, loss: 1.5014 2022-06-14 23:11:20,843 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-14 23:11:20,845 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 1 day, 11:53:30, time: 0.474, data_time: 0.017, memory: 15976, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.2605, s0.acc: 92.1511, s0.loss_bbox: 0.2969, s0.loss_mask: 0.3093, s1.loss_cls: 0.1262, s1.acc: 92.1934, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1455, s2.loss_cls: 0.0580, s2.acc: 92.5607, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0670, loss: 1.5364 2022-06-14 23:11:44,315 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 1 day, 11:51:58, time: 0.470, data_time: 0.020, memory: 15976, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.2820, s0.acc: 91.5134, s0.loss_bbox: 0.3188, s0.loss_mask: 0.3147, s1.loss_cls: 0.1350, s1.acc: 91.4947, s1.loss_bbox: 0.1356, s1.loss_mask: 0.1501, s2.loss_cls: 0.0626, s2.acc: 91.9393, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0687, loss: 1.6177 2022-06-14 23:12:07,571 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 1 day, 11:50:18, time: 0.465, data_time: 0.016, memory: 15976, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.2763, s0.acc: 91.7073, s0.loss_bbox: 0.3146, s0.loss_mask: 0.3226, s1.loss_cls: 0.1320, s1.acc: 91.7529, s1.loss_bbox: 0.1355, s1.loss_mask: 0.1520, s2.loss_cls: 0.0603, s2.acc: 92.2588, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0704, loss: 1.6140 2022-06-14 23:12:30,548 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 1 day, 11:48:27, time: 0.460, data_time: 0.019, memory: 15976, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2620, s0.acc: 91.9707, s0.loss_bbox: 0.3041, s0.loss_mask: 0.3130, s1.loss_cls: 0.1254, s1.acc: 92.0581, s1.loss_bbox: 0.1304, s1.loss_mask: 0.1462, s2.loss_cls: 0.0577, s2.acc: 92.6505, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0675, loss: 1.5488 2022-06-14 23:12:52,967 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 1 day, 11:46:14, time: 0.448, data_time: 0.018, memory: 15976, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2846, s0.acc: 91.4917, s0.loss_bbox: 0.3243, s0.loss_mask: 0.3178, s1.loss_cls: 0.1331, s1.acc: 91.7306, s1.loss_bbox: 0.1351, s1.loss_mask: 0.1490, s2.loss_cls: 0.0600, s2.acc: 92.1580, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0686, loss: 1.6147 2022-06-14 23:13:15,487 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 1 day, 11:44:07, time: 0.450, data_time: 0.019, memory: 15976, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2701, s0.acc: 91.7693, s0.loss_bbox: 0.3119, s0.loss_mask: 0.3115, s1.loss_cls: 0.1293, s1.acc: 91.8877, s1.loss_bbox: 0.1315, s1.loss_mask: 0.1460, s2.loss_cls: 0.0597, s2.acc: 92.3369, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0672, loss: 1.5648 2022-06-14 23:13:38,148 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 1 day, 11:42:08, time: 0.453, data_time: 0.016, memory: 15976, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2656, s0.acc: 91.9128, s0.loss_bbox: 0.3113, s0.loss_mask: 0.3018, s1.loss_cls: 0.1259, s1.acc: 92.1961, s1.loss_bbox: 0.1351, s1.loss_mask: 0.1429, s2.loss_cls: 0.0576, s2.acc: 92.5299, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0666, loss: 1.5515 2022-06-14 23:14:00,566 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 1 day, 11:40:01, time: 0.448, data_time: 0.016, memory: 15976, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2714, s0.acc: 91.7856, s0.loss_bbox: 0.3126, s0.loss_mask: 0.3089, s1.loss_cls: 0.1291, s1.acc: 91.9087, s1.loss_bbox: 0.1337, s1.loss_mask: 0.1459, s2.loss_cls: 0.0592, s2.acc: 92.3670, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0668, loss: 1.5690 2022-06-14 23:14:23,526 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 1 day, 11:38:16, time: 0.459, data_time: 0.016, memory: 15976, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.2951, s0.acc: 91.1682, s0.loss_bbox: 0.3349, s0.loss_mask: 0.3086, s1.loss_cls: 0.1383, s1.acc: 91.4960, s1.loss_bbox: 0.1400, s1.loss_mask: 0.1458, s2.loss_cls: 0.0630, s2.acc: 92.0146, s2.loss_bbox: 0.0507, s2.loss_mask: 0.0677, loss: 1.6431 2022-06-14 23:14:47,563 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 1 day, 11:37:16, time: 0.481, data_time: 0.016, memory: 15976, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2645, s0.acc: 91.9619, s0.loss_bbox: 0.3051, s0.loss_mask: 0.3069, s1.loss_cls: 0.1260, s1.acc: 92.1347, s1.loss_bbox: 0.1313, s1.loss_mask: 0.1447, s2.loss_cls: 0.0580, s2.acc: 92.5525, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0667, loss: 1.5405 2022-06-14 23:15:11,082 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 1 day, 11:35:57, time: 0.470, data_time: 0.018, memory: 15976, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.2803, s0.acc: 91.6306, s0.loss_bbox: 0.3169, s0.loss_mask: 0.3125, s1.loss_cls: 0.1337, s1.acc: 91.8993, s1.loss_bbox: 0.1348, s1.loss_mask: 0.1477, s2.loss_cls: 0.0613, s2.acc: 92.2624, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0688, loss: 1.6022 2022-06-14 23:15:34,647 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 1 day, 11:34:39, time: 0.471, data_time: 0.016, memory: 15988, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2768, s0.acc: 91.6091, s0.loss_bbox: 0.3169, s0.loss_mask: 0.3105, s1.loss_cls: 0.1315, s1.acc: 91.7209, s1.loss_bbox: 0.1351, s1.loss_mask: 0.1463, s2.loss_cls: 0.0607, s2.acc: 92.1708, s2.loss_bbox: 0.0493, s2.loss_mask: 0.0678, loss: 1.5883 2022-06-14 23:15:57,917 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 1 day, 11:33:11, time: 0.465, data_time: 0.016, memory: 15988, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2571, s0.acc: 92.2585, s0.loss_bbox: 0.2930, s0.loss_mask: 0.2986, s1.loss_cls: 0.1239, s1.acc: 92.1864, s1.loss_bbox: 0.1272, s1.loss_mask: 0.1416, s2.loss_cls: 0.0577, s2.acc: 92.4898, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0659, loss: 1.4968 2022-06-14 23:16:20,563 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 1 day, 11:31:20, time: 0.453, data_time: 0.018, memory: 15988, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2724, s0.acc: 91.8643, s0.loss_bbox: 0.3070, s0.loss_mask: 0.2982, s1.loss_cls: 0.1297, s1.acc: 91.9211, s1.loss_bbox: 0.1323, s1.loss_mask: 0.1422, s2.loss_cls: 0.0603, s2.acc: 92.2635, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0661, loss: 1.5446 2022-06-14 23:16:43,973 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 1 day, 11:29:59, time: 0.468, data_time: 0.018, memory: 15988, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2722, s0.acc: 91.5894, s0.loss_bbox: 0.3099, s0.loss_mask: 0.3131, s1.loss_cls: 0.1281, s1.acc: 91.8142, s1.loss_bbox: 0.1315, s1.loss_mask: 0.1481, s2.loss_cls: 0.0587, s2.acc: 92.2652, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0687, loss: 1.5681 2022-06-14 23:17:07,325 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 1 day, 11:28:38, time: 0.467, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2801, s0.acc: 91.4675, s0.loss_bbox: 0.3155, s0.loss_mask: 0.3041, s1.loss_cls: 0.1332, s1.acc: 91.6534, s1.loss_bbox: 0.1338, s1.loss_mask: 0.1433, s2.loss_cls: 0.0606, s2.acc: 92.2437, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0663, loss: 1.5830 2022-06-14 23:17:30,873 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 1 day, 11:27:25, time: 0.471, data_time: 0.018, memory: 15988, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2736, s0.acc: 91.7617, s0.loss_bbox: 0.3036, s0.loss_mask: 0.3099, s1.loss_cls: 0.1302, s1.acc: 91.8419, s1.loss_bbox: 0.1321, s1.loss_mask: 0.1468, s2.loss_cls: 0.0603, s2.acc: 92.1601, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0678, loss: 1.5647 2022-06-14 23:17:54,396 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 1 day, 11:26:11, time: 0.470, data_time: 0.022, memory: 15988, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2647, s0.acc: 91.8213, s0.loss_bbox: 0.3031, s0.loss_mask: 0.3057, s1.loss_cls: 0.1269, s1.acc: 91.9704, s1.loss_bbox: 0.1333, s1.loss_mask: 0.1437, s2.loss_cls: 0.0581, s2.acc: 92.2965, s2.loss_bbox: 0.0493, s2.loss_mask: 0.0661, loss: 1.5450 2022-06-14 23:18:17,836 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 1 day, 11:24:55, time: 0.469, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2683, s0.acc: 91.8428, s0.loss_bbox: 0.3110, s0.loss_mask: 0.3049, s1.loss_cls: 0.1275, s1.acc: 92.0101, s1.loss_bbox: 0.1346, s1.loss_mask: 0.1420, s2.loss_cls: 0.0587, s2.acc: 92.5161, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0655, loss: 1.5525 2022-06-14 23:18:40,917 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 1 day, 11:23:25, time: 0.461, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2532, s0.acc: 92.2676, s0.loss_bbox: 0.2857, s0.loss_mask: 0.2968, s1.loss_cls: 0.1231, s1.acc: 92.3255, s1.loss_bbox: 0.1255, s1.loss_mask: 0.1395, s2.loss_cls: 0.0566, s2.acc: 92.7261, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0645, loss: 1.4805 2022-06-14 23:19:03,472 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-14 23:19:03,473 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 1 day, 11:21:39, time: 0.452, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0597, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2646, s0.acc: 92.1685, s0.loss_bbox: 0.2939, s0.loss_mask: 0.2961, s1.loss_cls: 0.1254, s1.acc: 92.3173, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1403, s2.loss_cls: 0.0577, s2.acc: 92.7083, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0656, loss: 1.5130 2022-06-14 23:19:26,720 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 1 day, 11:20:18, time: 0.464, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2564, s0.acc: 92.1980, s0.loss_bbox: 0.2901, s0.loss_mask: 0.2992, s1.loss_cls: 0.1223, s1.acc: 92.2991, s1.loss_bbox: 0.1263, s1.loss_mask: 0.1401, s2.loss_cls: 0.0570, s2.acc: 92.6572, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0648, loss: 1.4921 2022-06-14 23:19:50,066 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 1 day, 11:19:03, time: 0.467, data_time: 0.023, memory: 15988, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2688, s0.acc: 91.7883, s0.loss_bbox: 0.3063, s0.loss_mask: 0.3010, s1.loss_cls: 0.1300, s1.acc: 91.7492, s1.loss_bbox: 0.1332, s1.loss_mask: 0.1406, s2.loss_cls: 0.0601, s2.acc: 92.1160, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0644, loss: 1.5420 2022-06-14 23:20:13,557 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 1 day, 11:17:52, time: 0.470, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2761, s0.acc: 91.6567, s0.loss_bbox: 0.3076, s0.loss_mask: 0.3076, s1.loss_cls: 0.1341, s1.acc: 91.6256, s1.loss_bbox: 0.1333, s1.loss_mask: 0.1445, s2.loss_cls: 0.0615, s2.acc: 92.0641, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0667, loss: 1.5704 2022-06-14 23:20:37,118 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 1 day, 11:16:45, time: 0.471, data_time: 0.019, memory: 15988, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.2778, s0.acc: 91.5959, s0.loss_bbox: 0.3195, s0.loss_mask: 0.3080, s1.loss_cls: 0.1309, s1.acc: 91.8690, s1.loss_bbox: 0.1348, s1.loss_mask: 0.1452, s2.loss_cls: 0.0595, s2.acc: 92.3295, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0670, loss: 1.5908 2022-06-14 23:20:59,843 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 1 day, 11:15:09, time: 0.455, data_time: 0.016, memory: 15988, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2597, s0.acc: 91.9587, s0.loss_bbox: 0.3056, s0.loss_mask: 0.3077, s1.loss_cls: 0.1242, s1.acc: 92.1113, s1.loss_bbox: 0.1328, s1.loss_mask: 0.1462, s2.loss_cls: 0.0566, s2.acc: 92.6703, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0672, loss: 1.5372 2022-06-14 23:21:23,387 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 1 day, 11:14:03, time: 0.471, data_time: 0.015, memory: 15988, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2760, s0.acc: 91.6687, s0.loss_bbox: 0.3129, s0.loss_mask: 0.2978, s1.loss_cls: 0.1316, s1.acc: 91.7777, s1.loss_bbox: 0.1369, s1.loss_mask: 0.1405, s2.loss_cls: 0.0602, s2.acc: 92.1987, s2.loss_bbox: 0.0514, s2.loss_mask: 0.0648, loss: 1.5592 2022-06-14 23:21:52,913 - mmdet - INFO - Saving checkpoint at 1 epochs 2022-06-14 23:25:15,473 - mmdet - INFO - Evaluating bbox... 2022-06-14 23:25:49,114 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.276 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.444 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.291 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.137 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.289 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.397 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.230 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.597 2022-06-14 23:25:49,114 - mmdet - INFO - Evaluating segm... 2022-06-14 23:26:26,265 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.253 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.422 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.261 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.098 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.260 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.405 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.190 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.552 2022-06-14 23:26:27,009 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-14 23:26:27,009 - mmdet - INFO - Epoch(val) [1][625] bbox_mAP: 0.2760, bbox_mAP_50: 0.4440, bbox_mAP_75: 0.2910, bbox_mAP_s: 0.1370, bbox_mAP_m: 0.2890, bbox_mAP_l: 0.3970, bbox_mAP_copypaste: 0.276 0.444 0.291 0.137 0.289 0.397, segm_mAP: 0.2530, segm_mAP_50: 0.4220, segm_mAP_75: 0.2610, segm_mAP_s: 0.0980, segm_mAP_m: 0.2600, segm_mAP_l: 0.4050, segm_mAP_copypaste: 0.253 0.422 0.261 0.098 0.260 0.405 2022-06-14 23:31:46,787 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 1 day, 13:55:42, time: 6.395, data_time: 5.926, memory: 15988, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.2774, s0.acc: 91.6313, s0.loss_bbox: 0.3172, s0.loss_mask: 0.3043, s1.loss_cls: 0.1307, s1.acc: 91.8553, s1.loss_bbox: 0.1371, s1.loss_mask: 0.1457, s2.loss_cls: 0.0603, s2.acc: 92.2604, s2.loss_bbox: 0.0502, s2.loss_mask: 0.0682, loss: 1.5850 2022-06-14 23:32:10,435 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 1 day, 13:53:33, time: 0.473, data_time: 0.021, memory: 15988, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2819, s0.acc: 91.5269, s0.loss_bbox: 0.3166, s0.loss_mask: 0.3100, s1.loss_cls: 0.1327, s1.acc: 91.7352, s1.loss_bbox: 0.1340, s1.loss_mask: 0.1461, s2.loss_cls: 0.0601, s2.acc: 92.3285, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0680, loss: 1.5916 2022-06-14 23:32:34,103 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 1 day, 13:51:26, time: 0.473, data_time: 0.020, memory: 15988, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2749, s0.acc: 91.6699, s0.loss_bbox: 0.3146, s0.loss_mask: 0.2990, s1.loss_cls: 0.1302, s1.acc: 91.8630, s1.loss_bbox: 0.1353, s1.loss_mask: 0.1423, s2.loss_cls: 0.0599, s2.acc: 92.1154, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0661, loss: 1.5674 2022-06-14 23:32:57,319 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 1 day, 13:49:05, time: 0.464, data_time: 0.018, memory: 15988, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2646, s0.acc: 91.7632, s0.loss_bbox: 0.3071, s0.loss_mask: 0.3010, s1.loss_cls: 0.1254, s1.acc: 91.8963, s1.loss_bbox: 0.1332, s1.loss_mask: 0.1431, s2.loss_cls: 0.0580, s2.acc: 92.3809, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0668, loss: 1.5331 2022-06-14 23:33:21,220 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 1 day, 13:47:09, time: 0.478, data_time: 0.023, memory: 15988, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2577, s0.acc: 91.9866, s0.loss_bbox: 0.3017, s0.loss_mask: 0.2934, s1.loss_cls: 0.1233, s1.acc: 92.0375, s1.loss_bbox: 0.1323, s1.loss_mask: 0.1397, s2.loss_cls: 0.0570, s2.acc: 92.4978, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0646, loss: 1.5049 2022-06-14 23:33:44,307 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 1 day, 13:44:46, time: 0.462, data_time: 0.018, memory: 15988, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2668, s0.acc: 91.8066, s0.loss_bbox: 0.3104, s0.loss_mask: 0.3027, s1.loss_cls: 0.1273, s1.acc: 91.8398, s1.loss_bbox: 0.1348, s1.loss_mask: 0.1443, s2.loss_cls: 0.0594, s2.acc: 92.1770, s2.loss_bbox: 0.0498, s2.loss_mask: 0.0677, loss: 1.5547 2022-06-14 23:34:07,678 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 1 day, 13:42:35, time: 0.467, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2798, s0.acc: 91.6189, s0.loss_bbox: 0.3184, s0.loss_mask: 0.3042, s1.loss_cls: 0.1300, s1.acc: 91.9318, s1.loss_bbox: 0.1323, s1.loss_mask: 0.1456, s2.loss_cls: 0.0588, s2.acc: 92.5510, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0668, loss: 1.5737 2022-06-14 23:34:30,360 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 1 day, 13:40:02, time: 0.454, data_time: 0.014, memory: 15988, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2795, s0.acc: 91.5715, s0.loss_bbox: 0.3242, s0.loss_mask: 0.3097, s1.loss_cls: 0.1297, s1.acc: 91.8970, s1.loss_bbox: 0.1349, s1.loss_mask: 0.1469, s2.loss_cls: 0.0582, s2.acc: 92.5196, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0678, loss: 1.5879 2022-06-14 23:34:53,372 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 1 day, 13:37:42, time: 0.460, data_time: 0.016, memory: 15988, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2823, s0.acc: 91.6509, s0.loss_bbox: 0.3205, s0.loss_mask: 0.3028, s1.loss_cls: 0.1325, s1.acc: 91.8785, s1.loss_bbox: 0.1347, s1.loss_mask: 0.1459, s2.loss_cls: 0.0602, s2.acc: 92.4113, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0679, loss: 1.5856 2022-06-14 23:35:16,196 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 1 day, 13:35:17, time: 0.456, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2775, s0.acc: 91.7024, s0.loss_bbox: 0.3199, s0.loss_mask: 0.3015, s1.loss_cls: 0.1301, s1.acc: 91.9082, s1.loss_bbox: 0.1357, s1.loss_mask: 0.1452, s2.loss_cls: 0.0602, s2.acc: 92.3402, s2.loss_bbox: 0.0493, s2.loss_mask: 0.0677, loss: 1.5749 2022-06-14 23:35:39,276 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 1 day, 13:33:02, time: 0.462, data_time: 0.015, memory: 15988, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2699, s0.acc: 91.9241, s0.loss_bbox: 0.3105, s0.loss_mask: 0.3045, s1.loss_cls: 0.1251, s1.acc: 92.2512, s1.loss_bbox: 0.1319, s1.loss_mask: 0.1445, s2.loss_cls: 0.0575, s2.acc: 92.7445, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0668, loss: 1.5433 2022-06-14 23:36:02,866 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 1 day, 13:31:05, time: 0.472, data_time: 0.016, memory: 15988, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2680, s0.acc: 91.8591, s0.loss_bbox: 0.3111, s0.loss_mask: 0.2983, s1.loss_cls: 0.1254, s1.acc: 92.1184, s1.loss_bbox: 0.1314, s1.loss_mask: 0.1414, s2.loss_cls: 0.0572, s2.acc: 92.5444, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0656, loss: 1.5341 2022-06-14 23:36:25,991 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 1 day, 13:28:54, time: 0.462, data_time: 0.019, memory: 15988, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2606, s0.acc: 91.9543, s0.loss_bbox: 0.3108, s0.loss_mask: 0.2983, s1.loss_cls: 0.1237, s1.acc: 92.1071, s1.loss_bbox: 0.1335, s1.loss_mask: 0.1421, s2.loss_cls: 0.0562, s2.acc: 92.5736, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0654, loss: 1.5229 2022-06-14 23:36:49,304 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 1 day, 13:26:50, time: 0.466, data_time: 0.018, memory: 15988, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.2756, s0.acc: 91.6709, s0.loss_bbox: 0.3257, s0.loss_mask: 0.3054, s1.loss_cls: 0.1296, s1.acc: 91.9477, s1.loss_bbox: 0.1381, s1.loss_mask: 0.1449, s2.loss_cls: 0.0592, s2.acc: 92.4162, s2.loss_bbox: 0.0499, s2.loss_mask: 0.0667, loss: 1.5920 2022-06-14 23:37:12,415 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 1 day, 13:24:38, time: 0.460, data_time: 0.015, memory: 15988, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2801, s0.acc: 91.6592, s0.loss_bbox: 0.3214, s0.loss_mask: 0.2998, s1.loss_cls: 0.1297, s1.acc: 91.9488, s1.loss_bbox: 0.1338, s1.loss_mask: 0.1423, s2.loss_cls: 0.0592, s2.acc: 92.4819, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0655, loss: 1.5654 2022-06-14 23:37:35,511 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 1 day, 13:22:33, time: 0.464, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2678, s0.acc: 91.9143, s0.loss_bbox: 0.3084, s0.loss_mask: 0.3016, s1.loss_cls: 0.1264, s1.acc: 92.0725, s1.loss_bbox: 0.1310, s1.loss_mask: 0.1426, s2.loss_cls: 0.0581, s2.acc: 92.5328, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0656, loss: 1.5355 2022-06-14 23:37:59,054 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 1 day, 13:20:41, time: 0.471, data_time: 0.018, memory: 15988, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2632, s0.acc: 91.9543, s0.loss_bbox: 0.3072, s0.loss_mask: 0.2953, s1.loss_cls: 0.1242, s1.acc: 92.1273, s1.loss_bbox: 0.1301, s1.loss_mask: 0.1398, s2.loss_cls: 0.0569, s2.acc: 92.5022, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0647, loss: 1.5138 2022-06-14 23:38:22,458 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 1 day, 13:18:45, time: 0.468, data_time: 0.016, memory: 15988, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.2743, s0.acc: 91.5874, s0.loss_bbox: 0.3190, s0.loss_mask: 0.3004, s1.loss_cls: 0.1311, s1.acc: 91.6996, s1.loss_bbox: 0.1379, s1.loss_mask: 0.1429, s2.loss_cls: 0.0606, s2.acc: 92.2065, s2.loss_bbox: 0.0499, s2.loss_mask: 0.0661, loss: 1.5735 2022-06-14 23:38:45,894 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 1 day, 13:16:51, time: 0.469, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2714, s0.acc: 91.7207, s0.loss_bbox: 0.3114, s0.loss_mask: 0.2952, s1.loss_cls: 0.1272, s1.acc: 91.9880, s1.loss_bbox: 0.1353, s1.loss_mask: 0.1410, s2.loss_cls: 0.0589, s2.acc: 92.3528, s2.loss_bbox: 0.0500, s2.loss_mask: 0.0648, loss: 1.5460 2022-06-14 23:39:09,380 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 1 day, 13:15:00, time: 0.470, data_time: 0.015, memory: 15988, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2624, s0.acc: 91.9729, s0.loss_bbox: 0.3043, s0.loss_mask: 0.3015, s1.loss_cls: 0.1243, s1.acc: 92.1822, s1.loss_bbox: 0.1318, s1.loss_mask: 0.1442, s2.loss_cls: 0.0575, s2.acc: 92.5123, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0667, loss: 1.5237 2022-06-14 23:39:32,465 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 1 day, 13:12:57, time: 0.462, data_time: 0.018, memory: 15988, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2645, s0.acc: 91.9424, s0.loss_bbox: 0.3100, s0.loss_mask: 0.3058, s1.loss_cls: 0.1258, s1.acc: 92.1337, s1.loss_bbox: 0.1335, s1.loss_mask: 0.1458, s2.loss_cls: 0.0583, s2.acc: 92.5946, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0676, loss: 1.5445 2022-06-14 23:39:55,267 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 1 day, 13:10:48, time: 0.456, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2727, s0.acc: 91.6641, s0.loss_bbox: 0.3206, s0.loss_mask: 0.3067, s1.loss_cls: 0.1284, s1.acc: 91.9234, s1.loss_bbox: 0.1357, s1.loss_mask: 0.1464, s2.loss_cls: 0.0584, s2.acc: 92.5052, s2.loss_bbox: 0.0497, s2.loss_mask: 0.0682, loss: 1.5752 2022-06-14 23:40:18,343 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 1 day, 13:08:47, time: 0.461, data_time: 0.013, memory: 15988, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2835, s0.acc: 91.5364, s0.loss_bbox: 0.3143, s0.loss_mask: 0.2991, s1.loss_cls: 0.1349, s1.acc: 91.6102, s1.loss_bbox: 0.1325, s1.loss_mask: 0.1409, s2.loss_cls: 0.0612, s2.acc: 92.1680, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0650, loss: 1.5657 2022-06-14 23:40:41,481 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 1 day, 13:06:50, time: 0.463, data_time: 0.013, memory: 15988, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2720, s0.acc: 91.5168, s0.loss_bbox: 0.3261, s0.loss_mask: 0.3044, s1.loss_cls: 0.1261, s1.acc: 91.8870, s1.loss_bbox: 0.1389, s1.loss_mask: 0.1440, s2.loss_cls: 0.0579, s2.acc: 92.2690, s2.loss_bbox: 0.0497, s2.loss_mask: 0.0664, loss: 1.5751 2022-06-14 23:41:04,056 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 1 day, 13:04:37, time: 0.452, data_time: 0.018, memory: 15988, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2646, s0.acc: 91.9165, s0.loss_bbox: 0.3152, s0.loss_mask: 0.2915, s1.loss_cls: 0.1255, s1.acc: 92.0561, s1.loss_bbox: 0.1352, s1.loss_mask: 0.1398, s2.loss_cls: 0.0579, s2.acc: 92.4746, s2.loss_bbox: 0.0505, s2.loss_mask: 0.0649, loss: 1.5328 2022-06-14 23:41:26,098 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 1 day, 13:02:10, time: 0.441, data_time: 0.013, memory: 15988, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2589, s0.acc: 91.9365, s0.loss_bbox: 0.3098, s0.loss_mask: 0.2955, s1.loss_cls: 0.1222, s1.acc: 92.1191, s1.loss_bbox: 0.1328, s1.loss_mask: 0.1407, s2.loss_cls: 0.0567, s2.acc: 92.4455, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0649, loss: 1.5151 2022-06-14 23:41:48,992 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 1 day, 13:00:09, time: 0.458, data_time: 0.013, memory: 15988, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2729, s0.acc: 91.7710, s0.loss_bbox: 0.3184, s0.loss_mask: 0.2995, s1.loss_cls: 0.1264, s1.acc: 92.1564, s1.loss_bbox: 0.1341, s1.loss_mask: 0.1435, s2.loss_cls: 0.0577, s2.acc: 92.6126, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0661, loss: 1.5529 2022-06-14 23:42:12,026 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 1 day, 12:58:13, time: 0.460, data_time: 0.020, memory: 15988, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2758, s0.acc: 91.5720, s0.loss_bbox: 0.3196, s0.loss_mask: 0.3032, s1.loss_cls: 0.1302, s1.acc: 91.7737, s1.loss_bbox: 0.1351, s1.loss_mask: 0.1437, s2.loss_cls: 0.0603, s2.acc: 92.2261, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0658, loss: 1.5709 2022-06-14 23:42:34,871 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 1 day, 12:56:13, time: 0.457, data_time: 0.018, memory: 15988, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2777, s0.acc: 91.4263, s0.loss_bbox: 0.3251, s0.loss_mask: 0.3028, s1.loss_cls: 0.1323, s1.acc: 91.6675, s1.loss_bbox: 0.1390, s1.loss_mask: 0.1448, s2.loss_cls: 0.0609, s2.acc: 92.1668, s2.loss_bbox: 0.0508, s2.loss_mask: 0.0670, loss: 1.5890 2022-06-14 23:42:57,889 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 1 day, 12:54:19, time: 0.460, data_time: 0.015, memory: 15988, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2740, s0.acc: 91.7122, s0.loss_bbox: 0.3133, s0.loss_mask: 0.3014, s1.loss_cls: 0.1290, s1.acc: 92.0200, s1.loss_bbox: 0.1330, s1.loss_mask: 0.1430, s2.loss_cls: 0.0588, s2.acc: 92.5083, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0663, loss: 1.5555 2022-06-14 23:43:21,460 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 1 day, 12:52:42, time: 0.471, data_time: 0.019, memory: 15988, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2672, s0.acc: 91.7661, s0.loss_bbox: 0.3167, s0.loss_mask: 0.2993, s1.loss_cls: 0.1276, s1.acc: 91.9067, s1.loss_bbox: 0.1366, s1.loss_mask: 0.1429, s2.loss_cls: 0.0587, s2.acc: 92.2859, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0661, loss: 1.5497 2022-06-14 23:43:45,108 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 1 day, 12:51:08, time: 0.473, data_time: 0.015, memory: 15988, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2681, s0.acc: 91.7439, s0.loss_bbox: 0.3167, s0.loss_mask: 0.3008, s1.loss_cls: 0.1266, s1.acc: 92.0784, s1.loss_bbox: 0.1350, s1.loss_mask: 0.1436, s2.loss_cls: 0.0584, s2.acc: 92.5290, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0667, loss: 1.5583 2022-06-14 23:44:08,331 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 1 day, 12:49:22, time: 0.464, data_time: 0.019, memory: 15988, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2621, s0.acc: 91.9016, s0.loss_bbox: 0.3091, s0.loss_mask: 0.3011, s1.loss_cls: 0.1235, s1.acc: 92.0898, s1.loss_bbox: 0.1337, s1.loss_mask: 0.1432, s2.loss_cls: 0.0576, s2.acc: 92.4193, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0663, loss: 1.5310 2022-06-14 23:44:31,707 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 1 day, 12:47:39, time: 0.465, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2638, s0.acc: 91.7778, s0.loss_bbox: 0.3111, s0.loss_mask: 0.3069, s1.loss_cls: 0.1242, s1.acc: 91.9751, s1.loss_bbox: 0.1342, s1.loss_mask: 0.1452, s2.loss_cls: 0.0571, s2.acc: 92.2385, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0673, loss: 1.5443 2022-06-14 23:44:55,156 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 1 day, 12:46:05, time: 0.471, data_time: 0.019, memory: 15988, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2733, s0.acc: 91.6089, s0.loss_bbox: 0.3228, s0.loss_mask: 0.2954, s1.loss_cls: 0.1297, s1.acc: 91.8674, s1.loss_bbox: 0.1371, s1.loss_mask: 0.1398, s2.loss_cls: 0.0595, s2.acc: 92.3307, s2.loss_bbox: 0.0507, s2.loss_mask: 0.0648, loss: 1.5608 2022-06-14 23:45:18,378 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 1 day, 12:44:22, time: 0.465, data_time: 0.016, memory: 15988, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2620, s0.acc: 91.8923, s0.loss_bbox: 0.3111, s0.loss_mask: 0.3032, s1.loss_cls: 0.1217, s1.acc: 92.2478, s1.loss_bbox: 0.1308, s1.loss_mask: 0.1447, s2.loss_cls: 0.0561, s2.acc: 92.6577, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0676, loss: 1.5310 2022-06-14 23:45:41,670 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 1 day, 12:42:42, time: 0.466, data_time: 0.016, memory: 15988, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2711, s0.acc: 91.5828, s0.loss_bbox: 0.3262, s0.loss_mask: 0.2995, s1.loss_cls: 0.1270, s1.acc: 91.8618, s1.loss_bbox: 0.1393, s1.loss_mask: 0.1432, s2.loss_cls: 0.0590, s2.acc: 92.1655, s2.loss_bbox: 0.0507, s2.loss_mask: 0.0665, loss: 1.5749 2022-06-14 23:46:04,374 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 1 day, 12:40:47, time: 0.454, data_time: 0.016, memory: 15988, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2493, s0.acc: 92.2722, s0.loss_bbox: 0.2979, s0.loss_mask: 0.2918, s1.loss_cls: 0.1187, s1.acc: 92.4802, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1395, s2.loss_cls: 0.0550, s2.acc: 92.8081, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0645, loss: 1.4744 2022-06-14 23:46:27,336 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 1 day, 12:38:59, time: 0.459, data_time: 0.014, memory: 15988, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2702, s0.acc: 91.7256, s0.loss_bbox: 0.3173, s0.loss_mask: 0.2928, s1.loss_cls: 0.1285, s1.acc: 91.9150, s1.loss_bbox: 0.1362, s1.loss_mask: 0.1402, s2.loss_cls: 0.0596, s2.acc: 92.4413, s2.loss_bbox: 0.0499, s2.loss_mask: 0.0650, loss: 1.5422 2022-06-14 23:46:50,094 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 1 day, 12:37:08, time: 0.456, data_time: 0.017, memory: 15988, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2499, s0.acc: 92.1917, s0.loss_bbox: 0.2955, s0.loss_mask: 0.2899, s1.loss_cls: 0.1209, s1.acc: 92.2479, s1.loss_bbox: 0.1295, s1.loss_mask: 0.1391, s2.loss_cls: 0.0565, s2.acc: 92.4625, s2.loss_bbox: 0.0482, s2.loss_mask: 0.0651, loss: 1.4765 2022-06-14 23:47:13,498 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 1 day, 12:35:34, time: 0.468, data_time: 0.019, memory: 15988, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2634, s0.acc: 91.7561, s0.loss_bbox: 0.3134, s0.loss_mask: 0.2951, s1.loss_cls: 0.1283, s1.acc: 91.7152, s1.loss_bbox: 0.1363, s1.loss_mask: 0.1410, s2.loss_cls: 0.0601, s2.acc: 91.9403, s2.loss_bbox: 0.0505, s2.loss_mask: 0.0658, loss: 1.5445 2022-06-14 23:47:36,589 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 1 day, 12:33:53, time: 0.462, data_time: 0.016, memory: 15988, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2575, s0.acc: 92.0093, s0.loss_bbox: 0.3014, s0.loss_mask: 0.2903, s1.loss_cls: 0.1221, s1.acc: 92.2206, s1.loss_bbox: 0.1331, s1.loss_mask: 0.1391, s2.loss_cls: 0.0573, s2.acc: 92.5048, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0644, loss: 1.4996 2022-06-14 23:47:59,794 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 1 day, 12:32:16, time: 0.464, data_time: 0.013, memory: 15988, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2591, s0.acc: 92.1440, s0.loss_bbox: 0.3000, s0.loss_mask: 0.2992, s1.loss_cls: 0.1236, s1.acc: 92.3653, s1.loss_bbox: 0.1291, s1.loss_mask: 0.1437, s2.loss_cls: 0.0571, s2.acc: 92.7529, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0665, loss: 1.5167 2022-06-14 23:48:22,897 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 1 day, 12:30:36, time: 0.462, data_time: 0.017, memory: 15995, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2492, s0.acc: 92.2407, s0.loss_bbox: 0.3006, s0.loss_mask: 0.2948, s1.loss_cls: 0.1181, s1.acc: 92.4104, s1.loss_bbox: 0.1277, s1.loss_mask: 0.1407, s2.loss_cls: 0.0544, s2.acc: 92.7202, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0646, loss: 1.4757 2022-06-14 23:48:46,195 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 1 day, 12:29:03, time: 0.466, data_time: 0.015, memory: 15995, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2699, s0.acc: 91.8997, s0.loss_bbox: 0.3098, s0.loss_mask: 0.2946, s1.loss_cls: 0.1271, s1.acc: 92.1057, s1.loss_bbox: 0.1319, s1.loss_mask: 0.1405, s2.loss_cls: 0.0584, s2.acc: 92.5196, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0653, loss: 1.5245 2022-06-14 23:49:09,366 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 1 day, 12:27:27, time: 0.463, data_time: 0.016, memory: 15995, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2589, s0.acc: 92.1140, s0.loss_bbox: 0.3054, s0.loss_mask: 0.2959, s1.loss_cls: 0.1215, s1.acc: 92.3166, s1.loss_bbox: 0.1300, s1.loss_mask: 0.1412, s2.loss_cls: 0.0560, s2.acc: 92.7498, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0650, loss: 1.5098 2022-06-14 23:49:33,155 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 1 day, 12:26:09, time: 0.476, data_time: 0.018, memory: 15995, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2635, s0.acc: 91.8835, s0.loss_bbox: 0.3111, s0.loss_mask: 0.2920, s1.loss_cls: 0.1233, s1.acc: 92.2301, s1.loss_bbox: 0.1321, s1.loss_mask: 0.1394, s2.loss_cls: 0.0572, s2.acc: 92.5992, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0648, loss: 1.5194 2022-06-14 23:49:56,136 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 1 day, 12:24:29, time: 0.460, data_time: 0.014, memory: 15995, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2651, s0.acc: 91.9832, s0.loss_bbox: 0.3029, s0.loss_mask: 0.2875, s1.loss_cls: 0.1264, s1.acc: 92.1264, s1.loss_bbox: 0.1322, s1.loss_mask: 0.1379, s2.loss_cls: 0.0588, s2.acc: 92.4519, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0642, loss: 1.5052 2022-06-14 23:50:20,083 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 1 day, 12:23:15, time: 0.479, data_time: 0.018, memory: 15995, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2649, s0.acc: 91.8584, s0.loss_bbox: 0.3138, s0.loss_mask: 0.2985, s1.loss_cls: 0.1271, s1.acc: 91.9511, s1.loss_bbox: 0.1344, s1.loss_mask: 0.1427, s2.loss_cls: 0.0591, s2.acc: 92.3119, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0666, loss: 1.5455 2022-06-14 23:50:43,651 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 1 day, 12:21:53, time: 0.472, data_time: 0.019, memory: 15995, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2716, s0.acc: 91.5422, s0.loss_bbox: 0.3188, s0.loss_mask: 0.3037, s1.loss_cls: 0.1307, s1.acc: 91.5391, s1.loss_bbox: 0.1360, s1.loss_mask: 0.1442, s2.loss_cls: 0.0603, s2.acc: 92.0224, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0664, loss: 1.5707 2022-06-14 23:51:07,367 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 1 day, 12:20:34, time: 0.474, data_time: 0.018, memory: 15995, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2533, s0.acc: 92.0522, s0.loss_bbox: 0.2990, s0.loss_mask: 0.2934, s1.loss_cls: 0.1219, s1.acc: 92.1928, s1.loss_bbox: 0.1298, s1.loss_mask: 0.1398, s2.loss_cls: 0.0575, s2.acc: 92.4787, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0648, loss: 1.4943 2022-06-14 23:51:30,993 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 1 day, 12:19:14, time: 0.472, data_time: 0.016, memory: 15995, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2638, s0.acc: 91.8376, s0.loss_bbox: 0.3093, s0.loss_mask: 0.2903, s1.loss_cls: 0.1269, s1.acc: 91.9360, s1.loss_bbox: 0.1317, s1.loss_mask: 0.1383, s2.loss_cls: 0.0582, s2.acc: 92.4220, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0645, loss: 1.5191 2022-06-14 23:51:54,479 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 1 day, 12:17:51, time: 0.470, data_time: 0.015, memory: 15995, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2500, s0.acc: 92.2683, s0.loss_bbox: 0.3008, s0.loss_mask: 0.2938, s1.loss_cls: 0.1197, s1.acc: 92.3968, s1.loss_bbox: 0.1300, s1.loss_mask: 0.1394, s2.loss_cls: 0.0557, s2.acc: 92.7339, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0649, loss: 1.4863 2022-06-14 23:52:18,798 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 1 day, 12:16:48, time: 0.486, data_time: 0.017, memory: 15995, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2597, s0.acc: 91.9026, s0.loss_bbox: 0.3121, s0.loss_mask: 0.2928, s1.loss_cls: 0.1253, s1.acc: 92.0554, s1.loss_bbox: 0.1358, s1.loss_mask: 0.1396, s2.loss_cls: 0.0592, s2.acc: 92.3588, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0645, loss: 1.5233 2022-06-14 23:52:42,812 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 1 day, 12:15:40, time: 0.481, data_time: 0.018, memory: 15995, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2737, s0.acc: 91.7051, s0.loss_bbox: 0.3173, s0.loss_mask: 0.2952, s1.loss_cls: 0.1289, s1.acc: 91.9010, s1.loss_bbox: 0.1346, s1.loss_mask: 0.1409, s2.loss_cls: 0.0592, s2.acc: 92.3713, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0651, loss: 1.5509 2022-06-14 23:53:06,649 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 1 day, 12:14:28, time: 0.477, data_time: 0.019, memory: 15995, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2604, s0.acc: 91.9119, s0.loss_bbox: 0.3035, s0.loss_mask: 0.2973, s1.loss_cls: 0.1229, s1.acc: 92.0692, s1.loss_bbox: 0.1310, s1.loss_mask: 0.1428, s2.loss_cls: 0.0572, s2.acc: 92.5437, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0662, loss: 1.5087 2022-06-14 23:53:30,512 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 1 day, 12:13:16, time: 0.477, data_time: 0.017, memory: 15995, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2592, s0.acc: 92.0081, s0.loss_bbox: 0.2991, s0.loss_mask: 0.2945, s1.loss_cls: 0.1211, s1.acc: 92.3224, s1.loss_bbox: 0.1290, s1.loss_mask: 0.1416, s2.loss_cls: 0.0560, s2.acc: 92.6545, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0655, loss: 1.4967 2022-06-14 23:53:53,937 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 1 day, 12:11:54, time: 0.469, data_time: 0.015, memory: 15995, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2621, s0.acc: 91.9712, s0.loss_bbox: 0.3061, s0.loss_mask: 0.2957, s1.loss_cls: 0.1236, s1.acc: 92.2229, s1.loss_bbox: 0.1295, s1.loss_mask: 0.1401, s2.loss_cls: 0.0560, s2.acc: 92.7127, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0645, loss: 1.5116 2022-06-14 23:54:16,940 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 1 day, 12:10:22, time: 0.460, data_time: 0.017, memory: 15995, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2689, s0.acc: 91.8354, s0.loss_bbox: 0.3047, s0.loss_mask: 0.2901, s1.loss_cls: 0.1275, s1.acc: 91.9466, s1.loss_bbox: 0.1313, s1.loss_mask: 0.1370, s2.loss_cls: 0.0589, s2.acc: 92.2534, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0630, loss: 1.5133 2022-06-14 23:54:40,263 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 1 day, 12:08:58, time: 0.466, data_time: 0.018, memory: 16006, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2581, s0.acc: 92.0955, s0.loss_bbox: 0.3056, s0.loss_mask: 0.2885, s1.loss_cls: 0.1223, s1.acc: 92.2922, s1.loss_bbox: 0.1319, s1.loss_mask: 0.1384, s2.loss_cls: 0.0576, s2.acc: 92.5337, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0649, loss: 1.4987 2022-06-14 23:55:03,658 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 1 day, 12:07:37, time: 0.468, data_time: 0.017, memory: 16006, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2692, s0.acc: 91.6638, s0.loss_bbox: 0.3218, s0.loss_mask: 0.3036, s1.loss_cls: 0.1257, s1.acc: 91.8887, s1.loss_bbox: 0.1368, s1.loss_mask: 0.1439, s2.loss_cls: 0.0577, s2.acc: 92.3395, s2.loss_bbox: 0.0502, s2.loss_mask: 0.0666, loss: 1.5624 2022-06-14 23:55:26,617 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 1 day, 12:06:02, time: 0.456, data_time: 0.014, memory: 16006, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2614, s0.acc: 92.0137, s0.loss_bbox: 0.3063, s0.loss_mask: 0.2918, s1.loss_cls: 0.1243, s1.acc: 92.1553, s1.loss_bbox: 0.1324, s1.loss_mask: 0.1401, s2.loss_cls: 0.0567, s2.acc: 92.5986, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0653, loss: 1.5115 2022-06-14 23:55:49,891 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 1 day, 12:04:43, time: 0.469, data_time: 0.020, memory: 16006, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2621, s0.acc: 91.8640, s0.loss_bbox: 0.3079, s0.loss_mask: 0.2916, s1.loss_cls: 0.1232, s1.acc: 92.1229, s1.loss_bbox: 0.1312, s1.loss_mask: 0.1390, s2.loss_cls: 0.0562, s2.acc: 92.6246, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0644, loss: 1.5117 2022-06-14 23:56:13,315 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 1 day, 12:03:25, time: 0.469, data_time: 0.015, memory: 16006, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2575, s0.acc: 92.0381, s0.loss_bbox: 0.3067, s0.loss_mask: 0.2987, s1.loss_cls: 0.1234, s1.acc: 92.0445, s1.loss_bbox: 0.1329, s1.loss_mask: 0.1438, s2.loss_cls: 0.0569, s2.acc: 92.5389, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0666, loss: 1.5174 2022-06-14 23:56:36,948 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 1 day, 12:02:12, time: 0.473, data_time: 0.017, memory: 16006, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2552, s0.acc: 92.1829, s0.loss_bbox: 0.3008, s0.loss_mask: 0.2866, s1.loss_cls: 0.1212, s1.acc: 92.2937, s1.loss_bbox: 0.1319, s1.loss_mask: 0.1378, s2.loss_cls: 0.0574, s2.acc: 92.4683, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0643, loss: 1.4869 2022-06-14 23:57:00,617 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 1 day, 12:01:00, time: 0.473, data_time: 0.015, memory: 16006, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2651, s0.acc: 91.6921, s0.loss_bbox: 0.3130, s0.loss_mask: 0.2902, s1.loss_cls: 0.1247, s1.acc: 91.8878, s1.loss_bbox: 0.1344, s1.loss_mask: 0.1392, s2.loss_cls: 0.0582, s2.acc: 92.2967, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0648, loss: 1.5284 2022-06-14 23:57:23,991 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 1 day, 11:59:41, time: 0.467, data_time: 0.014, memory: 16006, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2415, s0.acc: 92.5564, s0.loss_bbox: 0.2781, s0.loss_mask: 0.2835, s1.loss_cls: 0.1158, s1.acc: 92.5697, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1348, s2.loss_cls: 0.0540, s2.acc: 92.8472, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0630, loss: 1.4129 2022-06-14 23:57:47,135 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 1 day, 11:58:18, time: 0.463, data_time: 0.015, memory: 16006, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2486, s0.acc: 92.3333, s0.loss_bbox: 0.2962, s0.loss_mask: 0.2846, s1.loss_cls: 0.1172, s1.acc: 92.5731, s1.loss_bbox: 0.1292, s1.loss_mask: 0.1368, s2.loss_cls: 0.0546, s2.acc: 92.8998, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0638, loss: 1.4612 2022-06-14 23:58:09,727 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 1 day, 11:56:42, time: 0.452, data_time: 0.015, memory: 16006, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2511, s0.acc: 92.2517, s0.loss_bbox: 0.2997, s0.loss_mask: 0.2865, s1.loss_cls: 0.1202, s1.acc: 92.3233, s1.loss_bbox: 0.1296, s1.loss_mask: 0.1373, s2.loss_cls: 0.0554, s2.acc: 92.6591, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0638, loss: 1.4680 2022-06-14 23:58:32,808 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 1 day, 11:55:19, time: 0.462, data_time: 0.016, memory: 16006, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2434, s0.acc: 92.4973, s0.loss_bbox: 0.2878, s0.loss_mask: 0.2863, s1.loss_cls: 0.1147, s1.acc: 92.6887, s1.loss_bbox: 0.1246, s1.loss_mask: 0.1373, s2.loss_cls: 0.0533, s2.acc: 92.9666, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0631, loss: 1.4371 2022-06-14 23:58:55,662 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 1 day, 11:53:51, time: 0.457, data_time: 0.015, memory: 16006, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2699, s0.acc: 91.5850, s0.loss_bbox: 0.3155, s0.loss_mask: 0.2952, s1.loss_cls: 0.1275, s1.acc: 91.7571, s1.loss_bbox: 0.1349, s1.loss_mask: 0.1409, s2.loss_cls: 0.0588, s2.acc: 92.1773, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0653, loss: 1.5439 2022-06-14 23:59:18,323 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 1 day, 11:52:18, time: 0.453, data_time: 0.017, memory: 16006, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2588, s0.acc: 92.1267, s0.loss_bbox: 0.2983, s0.loss_mask: 0.2916, s1.loss_cls: 0.1221, s1.acc: 92.2794, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1399, s2.loss_cls: 0.0560, s2.acc: 92.7597, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0649, loss: 1.4873 2022-06-14 23:59:41,536 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 1 day, 11:51:00, time: 0.465, data_time: 0.020, memory: 16006, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2722, s0.acc: 91.6438, s0.loss_bbox: 0.3192, s0.loss_mask: 0.2999, s1.loss_cls: 0.1282, s1.acc: 91.9022, s1.loss_bbox: 0.1352, s1.loss_mask: 0.1443, s2.loss_cls: 0.0592, s2.acc: 92.3801, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0669, loss: 1.5605 2022-06-15 00:00:06,378 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 1 day, 11:50:19, time: 0.497, data_time: 0.016, memory: 16006, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2555, s0.acc: 92.1304, s0.loss_bbox: 0.3030, s0.loss_mask: 0.2882, s1.loss_cls: 0.1212, s1.acc: 92.3204, s1.loss_bbox: 0.1284, s1.loss_mask: 0.1372, s2.loss_cls: 0.0563, s2.acc: 92.7434, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0639, loss: 1.4840 2022-06-15 00:00:28,698 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 1 day, 11:48:40, time: 0.446, data_time: 0.014, memory: 16006, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2729, s0.acc: 91.4580, s0.loss_bbox: 0.3222, s0.loss_mask: 0.2954, s1.loss_cls: 0.1275, s1.acc: 91.8345, s1.loss_bbox: 0.1353, s1.loss_mask: 0.1410, s2.loss_cls: 0.0587, s2.acc: 92.2586, s2.loss_bbox: 0.0493, s2.loss_mask: 0.0653, loss: 1.5524 2022-06-15 00:00:51,261 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 1 day, 11:47:08, time: 0.451, data_time: 0.015, memory: 16006, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2548, s0.acc: 92.1929, s0.loss_bbox: 0.2997, s0.loss_mask: 0.2961, s1.loss_cls: 0.1195, s1.acc: 92.3634, s1.loss_bbox: 0.1292, s1.loss_mask: 0.1424, s2.loss_cls: 0.0560, s2.acc: 92.6350, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0655, loss: 1.4959 2022-06-15 00:01:13,499 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 1 day, 11:45:29, time: 0.445, data_time: 0.018, memory: 16006, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2524, s0.acc: 92.2595, s0.loss_bbox: 0.3008, s0.loss_mask: 0.2887, s1.loss_cls: 0.1199, s1.acc: 92.3473, s1.loss_bbox: 0.1285, s1.loss_mask: 0.1380, s2.loss_cls: 0.0554, s2.acc: 92.7582, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0643, loss: 1.4749 2022-06-15 00:01:36,043 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 1 day, 11:43:58, time: 0.451, data_time: 0.017, memory: 16006, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2593, s0.acc: 91.9890, s0.loss_bbox: 0.3049, s0.loss_mask: 0.2960, s1.loss_cls: 0.1230, s1.acc: 92.2093, s1.loss_bbox: 0.1297, s1.loss_mask: 0.1437, s2.loss_cls: 0.0566, s2.acc: 92.6236, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0671, loss: 1.5070 2022-06-15 00:01:58,379 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 1 day, 11:42:22, time: 0.447, data_time: 0.017, memory: 16006, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2636, s0.acc: 92.0806, s0.loss_bbox: 0.2980, s0.loss_mask: 0.2887, s1.loss_cls: 0.1242, s1.acc: 92.3382, s1.loss_bbox: 0.1255, s1.loss_mask: 0.1369, s2.loss_cls: 0.0569, s2.acc: 92.8184, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0635, loss: 1.4909 2022-06-15 00:02:21,514 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 1 day, 11:41:05, time: 0.463, data_time: 0.017, memory: 16006, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2808, s0.acc: 91.3135, s0.loss_bbox: 0.3284, s0.loss_mask: 0.3001, s1.loss_cls: 0.1339, s1.acc: 91.4234, s1.loss_bbox: 0.1394, s1.loss_mask: 0.1439, s2.loss_cls: 0.0617, s2.acc: 91.7921, s2.loss_bbox: 0.0497, s2.loss_mask: 0.0662, loss: 1.5940 2022-06-15 00:02:43,919 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 1 day, 11:39:33, time: 0.448, data_time: 0.019, memory: 16006, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2553, s0.acc: 92.1001, s0.loss_bbox: 0.3018, s0.loss_mask: 0.2898, s1.loss_cls: 0.1195, s1.acc: 92.3210, s1.loss_bbox: 0.1274, s1.loss_mask: 0.1390, s2.loss_cls: 0.0555, s2.acc: 92.7108, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0645, loss: 1.4833 2022-06-15 00:03:06,670 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 1 day, 11:38:09, time: 0.455, data_time: 0.014, memory: 16006, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2682, s0.acc: 91.8486, s0.loss_bbox: 0.3124, s0.loss_mask: 0.2888, s1.loss_cls: 0.1248, s1.acc: 92.1453, s1.loss_bbox: 0.1331, s1.loss_mask: 0.1398, s2.loss_cls: 0.0579, s2.acc: 92.4444, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0648, loss: 1.5253 2022-06-15 00:03:29,095 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 1 day, 11:36:38, time: 0.449, data_time: 0.018, memory: 16006, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2544, s0.acc: 92.2319, s0.loss_bbox: 0.2903, s0.loss_mask: 0.2880, s1.loss_cls: 0.1194, s1.acc: 92.4411, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1380, s2.loss_cls: 0.0547, s2.acc: 92.8355, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0636, loss: 1.4592 2022-06-15 00:03:52,267 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 1 day, 11:35:23, time: 0.463, data_time: 0.014, memory: 16006, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2542, s0.acc: 92.1265, s0.loss_bbox: 0.3017, s0.loss_mask: 0.2843, s1.loss_cls: 0.1209, s1.acc: 92.3041, s1.loss_bbox: 0.1311, s1.loss_mask: 0.1358, s2.loss_cls: 0.0562, s2.acc: 92.7054, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0634, loss: 1.4791 2022-06-15 00:04:15,411 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 1 day, 11:34:09, time: 0.463, data_time: 0.017, memory: 16006, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2545, s0.acc: 92.1213, s0.loss_bbox: 0.3032, s0.loss_mask: 0.2827, s1.loss_cls: 0.1202, s1.acc: 92.2404, s1.loss_bbox: 0.1310, s1.loss_mask: 0.1349, s2.loss_cls: 0.0563, s2.acc: 92.5373, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0625, loss: 1.4802 2022-06-15 00:04:38,000 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 1 day, 11:32:43, time: 0.452, data_time: 0.018, memory: 16006, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2595, s0.acc: 91.9465, s0.loss_bbox: 0.3045, s0.loss_mask: 0.2929, s1.loss_cls: 0.1237, s1.acc: 92.1273, s1.loss_bbox: 0.1313, s1.loss_mask: 0.1411, s2.loss_cls: 0.0579, s2.acc: 92.4001, s2.loss_bbox: 0.0482, s2.loss_mask: 0.0656, loss: 1.5115 2022-06-15 00:05:00,850 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 1 day, 11:31:24, time: 0.457, data_time: 0.017, memory: 16006, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2537, s0.acc: 92.0872, s0.loss_bbox: 0.2982, s0.loss_mask: 0.2909, s1.loss_cls: 0.1216, s1.acc: 92.2350, s1.loss_bbox: 0.1293, s1.loss_mask: 0.1400, s2.loss_cls: 0.0566, s2.acc: 92.4567, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0656, loss: 1.4869 2022-06-15 00:05:23,531 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 1 day, 11:30:01, time: 0.454, data_time: 0.016, memory: 16006, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2562, s0.acc: 91.9478, s0.loss_bbox: 0.3050, s0.loss_mask: 0.2931, s1.loss_cls: 0.1218, s1.acc: 92.1760, s1.loss_bbox: 0.1298, s1.loss_mask: 0.1385, s2.loss_cls: 0.0567, s2.acc: 92.4734, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0638, loss: 1.4940 2022-06-15 00:05:46,372 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 1 day, 11:28:42, time: 0.457, data_time: 0.014, memory: 16006, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2602, s0.acc: 91.9353, s0.loss_bbox: 0.3124, s0.loss_mask: 0.2886, s1.loss_cls: 0.1226, s1.acc: 92.1334, s1.loss_bbox: 0.1331, s1.loss_mask: 0.1379, s2.loss_cls: 0.0573, s2.acc: 92.5304, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0641, loss: 1.5065 2022-06-15 00:06:09,575 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 1 day, 11:27:31, time: 0.464, data_time: 0.015, memory: 16006, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2533, s0.acc: 92.2102, s0.loss_bbox: 0.2998, s0.loss_mask: 0.2884, s1.loss_cls: 0.1198, s1.acc: 92.2639, s1.loss_bbox: 0.1287, s1.loss_mask: 0.1380, s2.loss_cls: 0.0559, s2.acc: 92.5745, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0640, loss: 1.4724 2022-06-15 00:06:32,349 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 1 day, 11:26:12, time: 0.455, data_time: 0.017, memory: 16006, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2628, s0.acc: 91.8865, s0.loss_bbox: 0.3104, s0.loss_mask: 0.2968, s1.loss_cls: 0.1241, s1.acc: 92.1034, s1.loss_bbox: 0.1321, s1.loss_mask: 0.1424, s2.loss_cls: 0.0576, s2.acc: 92.5178, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0660, loss: 1.5271 2022-06-15 00:06:54,785 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 1 day, 11:24:45, time: 0.448, data_time: 0.016, memory: 16006, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2504, s0.acc: 92.2385, s0.loss_bbox: 0.2945, s0.loss_mask: 0.2941, s1.loss_cls: 0.1194, s1.acc: 92.3487, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1420, s2.loss_cls: 0.0556, s2.acc: 92.7562, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0656, loss: 1.4781 2022-06-15 00:07:17,632 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 1 day, 11:23:29, time: 0.457, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2589, s0.acc: 91.8987, s0.loss_bbox: 0.3108, s0.loss_mask: 0.2960, s1.loss_cls: 0.1234, s1.acc: 92.1129, s1.loss_bbox: 0.1321, s1.loss_mask: 0.1409, s2.loss_cls: 0.0574, s2.acc: 92.4259, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0651, loss: 1.5137 2022-06-15 00:07:40,473 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 1 day, 11:22:12, time: 0.457, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2654, s0.acc: 91.8479, s0.loss_bbox: 0.3065, s0.loss_mask: 0.2917, s1.loss_cls: 0.1261, s1.acc: 92.0084, s1.loss_bbox: 0.1309, s1.loss_mask: 0.1385, s2.loss_cls: 0.0584, s2.acc: 92.3490, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0642, loss: 1.5084 2022-06-15 00:08:03,896 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 1 day, 11:21:08, time: 0.468, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2807, s0.acc: 91.3345, s0.loss_bbox: 0.3297, s0.loss_mask: 0.2910, s1.loss_cls: 0.1331, s1.acc: 91.5096, s1.loss_bbox: 0.1392, s1.loss_mask: 0.1395, s2.loss_cls: 0.0615, s2.acc: 91.9730, s2.loss_bbox: 0.0510, s2.loss_mask: 0.0648, loss: 1.5832 2022-06-15 00:08:27,600 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 1 day, 11:20:11, time: 0.474, data_time: 0.014, memory: 16016, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2676, s0.acc: 91.7983, s0.loss_bbox: 0.3114, s0.loss_mask: 0.2931, s1.loss_cls: 0.1250, s1.acc: 92.0676, s1.loss_bbox: 0.1328, s1.loss_mask: 0.1419, s2.loss_cls: 0.0589, s2.acc: 92.3749, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0663, loss: 1.5302 2022-06-15 00:08:51,071 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 1 day, 11:19:08, time: 0.469, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2653, s0.acc: 91.7502, s0.loss_bbox: 0.3084, s0.loss_mask: 0.2899, s1.loss_cls: 0.1249, s1.acc: 91.8804, s1.loss_bbox: 0.1304, s1.loss_mask: 0.1383, s2.loss_cls: 0.0584, s2.acc: 92.3167, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0643, loss: 1.5170 2022-06-15 00:09:14,145 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 1 day, 11:17:58, time: 0.462, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2521, s0.acc: 92.3425, s0.loss_bbox: 0.2947, s0.loss_mask: 0.2905, s1.loss_cls: 0.1186, s1.acc: 92.6131, s1.loss_bbox: 0.1269, s1.loss_mask: 0.1380, s2.loss_cls: 0.0552, s2.acc: 92.8559, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0641, loss: 1.4706 2022-06-15 00:09:36,668 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 1 day, 11:16:37, time: 0.450, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2632, s0.acc: 91.8376, s0.loss_bbox: 0.3121, s0.loss_mask: 0.3007, s1.loss_cls: 0.1256, s1.acc: 91.9507, s1.loss_bbox: 0.1332, s1.loss_mask: 0.1444, s2.loss_cls: 0.0578, s2.acc: 92.4280, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0673, loss: 1.5319 2022-06-15 00:10:00,196 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 1 day, 11:15:37, time: 0.471, data_time: 0.014, memory: 16016, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2574, s0.acc: 92.2227, s0.loss_bbox: 0.2973, s0.loss_mask: 0.2851, s1.loss_cls: 0.1212, s1.acc: 92.4535, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1355, s2.loss_cls: 0.0562, s2.acc: 92.8379, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0628, loss: 1.4718 2022-06-15 00:10:23,840 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 1 day, 11:14:39, time: 0.473, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2678, s0.acc: 91.6824, s0.loss_bbox: 0.3204, s0.loss_mask: 0.2951, s1.loss_cls: 0.1244, s1.acc: 91.9503, s1.loss_bbox: 0.1366, s1.loss_mask: 0.1423, s2.loss_cls: 0.0571, s2.acc: 92.3581, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0659, loss: 1.5420 2022-06-15 00:10:47,130 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 1 day, 11:13:35, time: 0.466, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2530, s0.acc: 92.0564, s0.loss_bbox: 0.3059, s0.loss_mask: 0.2889, s1.loss_cls: 0.1194, s1.acc: 92.3063, s1.loss_bbox: 0.1302, s1.loss_mask: 0.1377, s2.loss_cls: 0.0553, s2.acc: 92.6926, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0635, loss: 1.4887 2022-06-15 00:11:09,661 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 1 day, 11:12:16, time: 0.451, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2630, s0.acc: 91.9167, s0.loss_bbox: 0.3072, s0.loss_mask: 0.2916, s1.loss_cls: 0.1235, s1.acc: 92.1495, s1.loss_bbox: 0.1320, s1.loss_mask: 0.1402, s2.loss_cls: 0.0571, s2.acc: 92.6802, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0647, loss: 1.5105 2022-06-15 00:11:32,610 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 1 day, 11:11:05, time: 0.459, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2445, s0.acc: 92.5183, s0.loss_bbox: 0.2794, s0.loss_mask: 0.2879, s1.loss_cls: 0.1147, s1.acc: 92.7668, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1378, s2.loss_cls: 0.0532, s2.acc: 93.1302, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0646, loss: 1.4246 2022-06-15 00:11:55,475 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 1 day, 11:09:53, time: 0.457, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2524, s0.acc: 92.1477, s0.loss_bbox: 0.3035, s0.loss_mask: 0.2881, s1.loss_cls: 0.1188, s1.acc: 92.3206, s1.loss_bbox: 0.1291, s1.loss_mask: 0.1372, s2.loss_cls: 0.0552, s2.acc: 92.6226, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0633, loss: 1.4754 2022-06-15 00:12:18,963 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 1 day, 11:08:52, time: 0.468, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2545, s0.acc: 92.1206, s0.loss_bbox: 0.2990, s0.loss_mask: 0.2892, s1.loss_cls: 0.1216, s1.acc: 92.2679, s1.loss_bbox: 0.1287, s1.loss_mask: 0.1396, s2.loss_cls: 0.0558, s2.acc: 92.6978, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0650, loss: 1.4788 2022-06-15 00:12:41,996 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 1 day, 11:07:47, time: 0.463, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2533, s0.acc: 92.1108, s0.loss_bbox: 0.3051, s0.loss_mask: 0.2908, s1.loss_cls: 0.1197, s1.acc: 92.2984, s1.loss_bbox: 0.1309, s1.loss_mask: 0.1399, s2.loss_cls: 0.0555, s2.acc: 92.6675, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0652, loss: 1.4911 2022-06-15 00:13:05,164 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 1 day, 11:06:42, time: 0.463, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2519, s0.acc: 92.2144, s0.loss_bbox: 0.2915, s0.loss_mask: 0.2825, s1.loss_cls: 0.1204, s1.acc: 92.3630, s1.loss_bbox: 0.1276, s1.loss_mask: 0.1356, s2.loss_cls: 0.0561, s2.acc: 92.7960, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0634, loss: 1.4573 2022-06-15 00:13:28,822 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 1 day, 11:05:47, time: 0.473, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2645, s0.acc: 91.9712, s0.loss_bbox: 0.3045, s0.loss_mask: 0.2898, s1.loss_cls: 0.1240, s1.acc: 92.2536, s1.loss_bbox: 0.1308, s1.loss_mask: 0.1394, s2.loss_cls: 0.0568, s2.acc: 92.6023, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0645, loss: 1.5052 2022-06-15 00:13:51,840 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 1 day, 11:04:40, time: 0.461, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2475, s0.acc: 92.2639, s0.loss_bbox: 0.2927, s0.loss_mask: 0.2829, s1.loss_cls: 0.1181, s1.acc: 92.4725, s1.loss_bbox: 0.1271, s1.loss_mask: 0.1367, s2.loss_cls: 0.0555, s2.acc: 92.7530, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0637, loss: 1.4521 2022-06-15 00:14:15,267 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 1 day, 11:03:41, time: 0.469, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2532, s0.acc: 92.1238, s0.loss_bbox: 0.2966, s0.loss_mask: 0.2836, s1.loss_cls: 0.1199, s1.acc: 92.2357, s1.loss_bbox: 0.1277, s1.loss_mask: 0.1357, s2.loss_cls: 0.0563, s2.acc: 92.5790, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0628, loss: 1.4632 2022-06-15 00:14:38,424 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 1 day, 11:02:38, time: 0.463, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2423, s0.acc: 92.3164, s0.loss_bbox: 0.2976, s0.loss_mask: 0.2849, s1.loss_cls: 0.1152, s1.acc: 92.5409, s1.loss_bbox: 0.1285, s1.loss_mask: 0.1370, s2.loss_cls: 0.0537, s2.acc: 92.7911, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0638, loss: 1.4469 2022-06-15 00:15:01,364 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 1 day, 11:01:30, time: 0.459, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2511, s0.acc: 92.1284, s0.loss_bbox: 0.2910, s0.loss_mask: 0.2845, s1.loss_cls: 0.1201, s1.acc: 92.2389, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1365, s2.loss_cls: 0.0568, s2.acc: 92.4238, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0626, loss: 1.4589 2022-06-15 00:15:23,968 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 1 day, 11:00:16, time: 0.452, data_time: 0.014, memory: 16016, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2466, s0.acc: 92.2607, s0.loss_bbox: 0.2886, s0.loss_mask: 0.2828, s1.loss_cls: 0.1163, s1.acc: 92.5106, s1.loss_bbox: 0.1251, s1.loss_mask: 0.1340, s2.loss_cls: 0.0543, s2.acc: 92.7331, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0617, loss: 1.4341 2022-06-15 00:15:47,076 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 1 day, 10:59:13, time: 0.462, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2492, s0.acc: 92.2305, s0.loss_bbox: 0.2902, s0.loss_mask: 0.2870, s1.loss_cls: 0.1194, s1.acc: 92.3665, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1358, s2.loss_cls: 0.0556, s2.acc: 92.6671, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0625, loss: 1.4536 2022-06-15 00:16:09,681 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 1 day, 10:57:59, time: 0.452, data_time: 0.014, memory: 16016, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2572, s0.acc: 92.0610, s0.loss_bbox: 0.3041, s0.loss_mask: 0.2904, s1.loss_cls: 0.1211, s1.acc: 92.4293, s1.loss_bbox: 0.1319, s1.loss_mask: 0.1387, s2.loss_cls: 0.0558, s2.acc: 92.7701, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0643, loss: 1.4938 2022-06-15 00:16:32,575 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 1 day, 10:56:53, time: 0.458, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2593, s0.acc: 91.8562, s0.loss_bbox: 0.3112, s0.loss_mask: 0.2936, s1.loss_cls: 0.1234, s1.acc: 92.1159, s1.loss_bbox: 0.1338, s1.loss_mask: 0.1418, s2.loss_cls: 0.0567, s2.acc: 92.5820, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0655, loss: 1.5205 2022-06-15 00:16:55,161 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 1 day, 10:55:40, time: 0.452, data_time: 0.014, memory: 16016, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2483, s0.acc: 92.2944, s0.loss_bbox: 0.2918, s0.loss_mask: 0.2836, s1.loss_cls: 0.1189, s1.acc: 92.3985, s1.loss_bbox: 0.1273, s1.loss_mask: 0.1362, s2.loss_cls: 0.0556, s2.acc: 92.7298, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0635, loss: 1.4535 2022-06-15 00:17:17,665 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 1 day, 10:54:26, time: 0.450, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2629, s0.acc: 91.9109, s0.loss_bbox: 0.3054, s0.loss_mask: 0.2963, s1.loss_cls: 0.1238, s1.acc: 92.1539, s1.loss_bbox: 0.1298, s1.loss_mask: 0.1416, s2.loss_cls: 0.0572, s2.acc: 92.6909, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0659, loss: 1.5138 2022-06-15 00:17:40,642 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 1 day, 10:53:21, time: 0.459, data_time: 0.014, memory: 16016, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2596, s0.acc: 92.0452, s0.loss_bbox: 0.2996, s0.loss_mask: 0.2876, s1.loss_cls: 0.1226, s1.acc: 92.2395, s1.loss_bbox: 0.1279, s1.loss_mask: 0.1379, s2.loss_cls: 0.0571, s2.acc: 92.5606, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0640, loss: 1.4855 2022-06-15 00:18:03,302 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 1 day, 10:52:12, time: 0.454, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2502, s0.acc: 92.1829, s0.loss_bbox: 0.2996, s0.loss_mask: 0.2839, s1.loss_cls: 0.1187, s1.acc: 92.3272, s1.loss_bbox: 0.1291, s1.loss_mask: 0.1357, s2.loss_cls: 0.0554, s2.acc: 92.6404, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0632, loss: 1.4643 2022-06-15 00:18:25,883 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 1 day, 10:51:00, time: 0.452, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2664, s0.acc: 91.7847, s0.loss_bbox: 0.3112, s0.loss_mask: 0.2952, s1.loss_cls: 0.1251, s1.acc: 91.9750, s1.loss_bbox: 0.1328, s1.loss_mask: 0.1411, s2.loss_cls: 0.0586, s2.acc: 92.2707, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0659, loss: 1.5330 2022-06-15 00:18:48,609 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 1 day, 10:49:52, time: 0.455, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2501, s0.acc: 92.2170, s0.loss_bbox: 0.2969, s0.loss_mask: 0.2861, s1.loss_cls: 0.1183, s1.acc: 92.4974, s1.loss_bbox: 0.1280, s1.loss_mask: 0.1368, s2.loss_cls: 0.0551, s2.acc: 92.8104, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0642, loss: 1.4620 2022-06-15 00:19:11,667 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 1 day, 10:48:51, time: 0.461, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2660, s0.acc: 91.7402, s0.loss_bbox: 0.3150, s0.loss_mask: 0.2863, s1.loss_cls: 0.1240, s1.acc: 92.0513, s1.loss_bbox: 0.1352, s1.loss_mask: 0.1381, s2.loss_cls: 0.0584, s2.acc: 92.3594, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0638, loss: 1.5215 2022-06-15 00:19:34,521 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 1 day, 10:47:45, time: 0.457, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2549, s0.acc: 92.0342, s0.loss_bbox: 0.2977, s0.loss_mask: 0.2858, s1.loss_cls: 0.1216, s1.acc: 92.1629, s1.loss_bbox: 0.1275, s1.loss_mask: 0.1377, s2.loss_cls: 0.0562, s2.acc: 92.6175, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0642, loss: 1.4718 2022-06-15 00:19:56,747 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 1 day, 10:46:29, time: 0.445, data_time: 0.014, memory: 16016, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2423, s0.acc: 92.4685, s0.loss_bbox: 0.2955, s0.loss_mask: 0.2834, s1.loss_cls: 0.1153, s1.acc: 92.6378, s1.loss_bbox: 0.1271, s1.loss_mask: 0.1359, s2.loss_cls: 0.0539, s2.acc: 92.8846, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0634, loss: 1.4422 2022-06-15 00:20:19,266 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 1 day, 10:45:18, time: 0.450, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2458, s0.acc: 92.3989, s0.loss_bbox: 0.2945, s0.loss_mask: 0.2803, s1.loss_cls: 0.1159, s1.acc: 92.6244, s1.loss_bbox: 0.1273, s1.loss_mask: 0.1356, s2.loss_cls: 0.0540, s2.acc: 92.9824, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0633, loss: 1.4394 2022-06-15 00:20:42,079 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 1 day, 10:44:14, time: 0.456, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2535, s0.acc: 92.1431, s0.loss_bbox: 0.3006, s0.loss_mask: 0.2838, s1.loss_cls: 0.1200, s1.acc: 92.2920, s1.loss_bbox: 0.1305, s1.loss_mask: 0.1357, s2.loss_cls: 0.0562, s2.acc: 92.5901, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0625, loss: 1.4690 2022-06-15 00:21:05,024 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 1 day, 10:43:09, time: 0.456, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2515, s0.acc: 92.1157, s0.loss_bbox: 0.2958, s0.loss_mask: 0.2861, s1.loss_cls: 0.1188, s1.acc: 92.2215, s1.loss_bbox: 0.1289, s1.loss_mask: 0.1381, s2.loss_cls: 0.0557, s2.acc: 92.4777, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0645, loss: 1.4617 2022-06-15 00:21:27,368 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 1 day, 10:41:58, time: 0.450, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2527, s0.acc: 92.2534, s0.loss_bbox: 0.2953, s0.loss_mask: 0.2874, s1.loss_cls: 0.1189, s1.acc: 92.4928, s1.loss_bbox: 0.1277, s1.loss_mask: 0.1367, s2.loss_cls: 0.0560, s2.acc: 92.7524, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0630, loss: 1.4660 2022-06-15 00:21:50,144 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 1 day, 10:40:54, time: 0.456, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2626, s0.acc: 91.9258, s0.loss_bbox: 0.3047, s0.loss_mask: 0.2833, s1.loss_cls: 0.1254, s1.acc: 92.0147, s1.loss_bbox: 0.1308, s1.loss_mask: 0.1371, s2.loss_cls: 0.0581, s2.acc: 92.4659, s2.loss_bbox: 0.0482, s2.loss_mask: 0.0636, loss: 1.4953 2022-06-15 00:22:12,998 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 1 day, 10:39:51, time: 0.457, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2482, s0.acc: 92.4089, s0.loss_bbox: 0.2909, s0.loss_mask: 0.2873, s1.loss_cls: 0.1180, s1.acc: 92.5470, s1.loss_bbox: 0.1240, s1.loss_mask: 0.1368, s2.loss_cls: 0.0542, s2.acc: 92.9969, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0636, loss: 1.4413 2022-06-15 00:22:35,494 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 1 day, 10:38:42, time: 0.450, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2539, s0.acc: 92.2751, s0.loss_bbox: 0.2926, s0.loss_mask: 0.2839, s1.loss_cls: 0.1187, s1.acc: 92.5606, s1.loss_bbox: 0.1262, s1.loss_mask: 0.1375, s2.loss_cls: 0.0550, s2.acc: 92.9456, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0635, loss: 1.4549 2022-06-15 00:22:57,976 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 1 day, 10:37:33, time: 0.450, data_time: 0.014, memory: 16016, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2517, s0.acc: 92.2185, s0.loss_bbox: 0.2968, s0.loss_mask: 0.2906, s1.loss_cls: 0.1193, s1.acc: 92.4498, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1390, s2.loss_cls: 0.0552, s2.acc: 92.7998, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0643, loss: 1.4741 2022-06-15 00:23:20,940 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 1 day, 10:36:33, time: 0.459, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2479, s0.acc: 92.3293, s0.loss_bbox: 0.3000, s0.loss_mask: 0.2896, s1.loss_cls: 0.1185, s1.acc: 92.4838, s1.loss_bbox: 0.1300, s1.loss_mask: 0.1411, s2.loss_cls: 0.0558, s2.acc: 92.7203, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0654, loss: 1.4734 2022-06-15 00:23:43,572 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 1 day, 10:35:27, time: 0.453, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2584, s0.acc: 92.2070, s0.loss_bbox: 0.2948, s0.loss_mask: 0.2836, s1.loss_cls: 0.1223, s1.acc: 92.3287, s1.loss_bbox: 0.1277, s1.loss_mask: 0.1367, s2.loss_cls: 0.0575, s2.acc: 92.6678, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0635, loss: 1.4723 2022-06-15 00:24:06,397 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 1 day, 10:34:25, time: 0.456, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2518, s0.acc: 92.2532, s0.loss_bbox: 0.2924, s0.loss_mask: 0.2838, s1.loss_cls: 0.1193, s1.acc: 92.3235, s1.loss_bbox: 0.1254, s1.loss_mask: 0.1371, s2.loss_cls: 0.0553, s2.acc: 92.5972, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0640, loss: 1.4553 2022-06-15 00:24:28,926 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 1 day, 10:33:18, time: 0.451, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2458, s0.acc: 92.3308, s0.loss_bbox: 0.2896, s0.loss_mask: 0.2777, s1.loss_cls: 0.1182, s1.acc: 92.3489, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1348, s2.loss_cls: 0.0555, s2.acc: 92.5761, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0626, loss: 1.4311 2022-06-15 00:24:51,537 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 1 day, 10:32:13, time: 0.452, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2437, s0.acc: 92.5195, s0.loss_bbox: 0.2862, s0.loss_mask: 0.2829, s1.loss_cls: 0.1146, s1.acc: 92.7175, s1.loss_bbox: 0.1248, s1.loss_mask: 0.1358, s2.loss_cls: 0.0536, s2.acc: 92.9904, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0629, loss: 1.4372 2022-06-15 00:25:13,926 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 1 day, 10:31:04, time: 0.448, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2457, s0.acc: 92.3779, s0.loss_bbox: 0.2981, s0.loss_mask: 0.2789, s1.loss_cls: 0.1157, s1.acc: 92.5451, s1.loss_bbox: 0.1282, s1.loss_mask: 0.1340, s2.loss_cls: 0.0536, s2.acc: 92.9075, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0621, loss: 1.4431 2022-06-15 00:25:36,829 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 1 day, 10:30:04, time: 0.458, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2585, s0.acc: 92.0251, s0.loss_bbox: 0.3077, s0.loss_mask: 0.2852, s1.loss_cls: 0.1203, s1.acc: 92.3741, s1.loss_bbox: 0.1314, s1.loss_mask: 0.1359, s2.loss_cls: 0.0559, s2.acc: 92.6903, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0630, loss: 1.4867 2022-06-15 00:25:59,426 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 1 day, 10:29:00, time: 0.452, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2503, s0.acc: 92.2808, s0.loss_bbox: 0.2941, s0.loss_mask: 0.2829, s1.loss_cls: 0.1187, s1.acc: 92.4510, s1.loss_bbox: 0.1263, s1.loss_mask: 0.1354, s2.loss_cls: 0.0553, s2.acc: 92.8081, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0629, loss: 1.4486 2022-06-15 00:26:22,517 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 1 day, 10:28:04, time: 0.462, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2441, s0.acc: 92.3533, s0.loss_bbox: 0.2934, s0.loss_mask: 0.2845, s1.loss_cls: 0.1158, s1.acc: 92.5077, s1.loss_bbox: 0.1262, s1.loss_mask: 0.1372, s2.loss_cls: 0.0547, s2.acc: 92.6868, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0633, loss: 1.4455 2022-06-15 00:26:45,280 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 1 day, 10:27:03, time: 0.455, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2527, s0.acc: 92.2346, s0.loss_bbox: 0.2957, s0.loss_mask: 0.2891, s1.loss_cls: 0.1201, s1.acc: 92.3909, s1.loss_bbox: 0.1268, s1.loss_mask: 0.1379, s2.loss_cls: 0.0567, s2.acc: 92.5339, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0647, loss: 1.4727 2022-06-15 00:27:07,849 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 1 day, 10:25:59, time: 0.451, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2417, s0.acc: 92.4453, s0.loss_bbox: 0.2926, s0.loss_mask: 0.2847, s1.loss_cls: 0.1138, s1.acc: 92.6897, s1.loss_bbox: 0.1277, s1.loss_mask: 0.1365, s2.loss_cls: 0.0531, s2.acc: 92.9993, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0634, loss: 1.4361 2022-06-15 00:27:30,594 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 1 day, 10:24:58, time: 0.455, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2530, s0.acc: 92.2051, s0.loss_bbox: 0.2993, s0.loss_mask: 0.2836, s1.loss_cls: 0.1194, s1.acc: 92.3057, s1.loss_bbox: 0.1304, s1.loss_mask: 0.1364, s2.loss_cls: 0.0561, s2.acc: 92.5549, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0636, loss: 1.4721 2022-06-15 00:28:00,127 - mmdet - INFO - Saving checkpoint at 2 epochs 2022-06-15 00:31:18,138 - mmdet - INFO - Evaluating bbox... 2022-06-15 00:31:50,409 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.339 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.517 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.359 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.186 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.362 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.497 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.497 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.497 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.295 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.655 2022-06-15 00:31:50,410 - mmdet - INFO - Evaluating segm... 2022-06-15 00:32:28,248 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.304 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.495 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.320 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.131 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.323 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.464 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.440 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.440 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.440 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.243 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.605 2022-06-15 00:32:28,810 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 00:32:28,810 - mmdet - INFO - Epoch(val) [2][625] bbox_mAP: 0.3390, bbox_mAP_50: 0.5170, bbox_mAP_75: 0.3590, bbox_mAP_s: 0.1860, bbox_mAP_m: 0.3620, bbox_mAP_l: 0.4610, bbox_mAP_copypaste: 0.339 0.517 0.359 0.186 0.362 0.461, segm_mAP: 0.3040, segm_mAP_50: 0.4950, segm_mAP_75: 0.3200, segm_mAP_s: 0.1310, segm_mAP_m: 0.3230, segm_mAP_l: 0.4640, segm_mAP_copypaste: 0.304 0.495 0.320 0.131 0.323 0.464 2022-06-15 00:37:27,893 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 1 day, 11:37:30, time: 5.981, data_time: 5.514, memory: 16016, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2450, s0.acc: 92.2893, s0.loss_bbox: 0.2993, s0.loss_mask: 0.2820, s1.loss_cls: 0.1167, s1.acc: 92.5287, s1.loss_bbox: 0.1299, s1.loss_mask: 0.1363, s2.loss_cls: 0.0551, s2.acc: 92.7788, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0636, loss: 1.4556 2022-06-15 00:37:51,807 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 1 day, 11:36:33, time: 0.478, data_time: 0.021, memory: 16016, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2580, s0.acc: 91.9583, s0.loss_bbox: 0.3112, s0.loss_mask: 0.2880, s1.loss_cls: 0.1208, s1.acc: 92.1973, s1.loss_bbox: 0.1332, s1.loss_mask: 0.1387, s2.loss_cls: 0.0558, s2.acc: 92.5743, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0645, loss: 1.5056 2022-06-15 00:38:14,936 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 1 day, 11:35:24, time: 0.463, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2388, s0.acc: 92.4785, s0.loss_bbox: 0.2928, s0.loss_mask: 0.2807, s1.loss_cls: 0.1135, s1.acc: 92.6706, s1.loss_bbox: 0.1279, s1.loss_mask: 0.1345, s2.loss_cls: 0.0531, s2.acc: 92.9321, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0625, loss: 1.4246 2022-06-15 00:38:38,347 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 1 day, 11:34:20, time: 0.468, data_time: 0.026, memory: 16016, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2461, s0.acc: 92.2222, s0.loss_bbox: 0.2976, s0.loss_mask: 0.2851, s1.loss_cls: 0.1166, s1.acc: 92.4376, s1.loss_bbox: 0.1302, s1.loss_mask: 0.1374, s2.loss_cls: 0.0554, s2.acc: 92.6855, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0635, loss: 1.4634 2022-06-15 00:39:01,887 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 1 day, 11:33:18, time: 0.471, data_time: 0.022, memory: 16016, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2414, s0.acc: 92.2866, s0.loss_bbox: 0.2978, s0.loss_mask: 0.2827, s1.loss_cls: 0.1151, s1.acc: 92.3875, s1.loss_bbox: 0.1301, s1.loss_mask: 0.1357, s2.loss_cls: 0.0542, s2.acc: 92.7310, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0632, loss: 1.4475 2022-06-15 00:39:25,505 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 1 day, 11:32:17, time: 0.472, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2488, s0.acc: 92.0388, s0.loss_bbox: 0.3037, s0.loss_mask: 0.2835, s1.loss_cls: 0.1194, s1.acc: 92.1427, s1.loss_bbox: 0.1324, s1.loss_mask: 0.1370, s2.loss_cls: 0.0558, s2.acc: 92.5233, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0631, loss: 1.4707 2022-06-15 00:39:48,835 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 1 day, 11:31:12, time: 0.467, data_time: 0.022, memory: 16016, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2418, s0.acc: 92.3940, s0.loss_bbox: 0.2996, s0.loss_mask: 0.2807, s1.loss_cls: 0.1172, s1.acc: 92.3942, s1.loss_bbox: 0.1319, s1.loss_mask: 0.1341, s2.loss_cls: 0.0559, s2.acc: 92.5526, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0625, loss: 1.4492 2022-06-15 00:40:12,016 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 1 day, 11:30:05, time: 0.464, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2456, s0.acc: 92.3076, s0.loss_bbox: 0.2973, s0.loss_mask: 0.2723, s1.loss_cls: 0.1167, s1.acc: 92.4943, s1.loss_bbox: 0.1292, s1.loss_mask: 0.1315, s2.loss_cls: 0.0550, s2.acc: 92.6698, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0612, loss: 1.4364 2022-06-15 00:40:35,163 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 1 day, 11:28:58, time: 0.463, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2410, s0.acc: 92.3000, s0.loss_bbox: 0.2970, s0.loss_mask: 0.2819, s1.loss_cls: 0.1154, s1.acc: 92.3877, s1.loss_bbox: 0.1297, s1.loss_mask: 0.1357, s2.loss_cls: 0.0549, s2.acc: 92.4814, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0625, loss: 1.4413 2022-06-15 00:40:58,414 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 1 day, 11:27:51, time: 0.464, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2420, s0.acc: 92.4675, s0.loss_bbox: 0.2887, s0.loss_mask: 0.2807, s1.loss_cls: 0.1150, s1.acc: 92.6529, s1.loss_bbox: 0.1264, s1.loss_mask: 0.1349, s2.loss_cls: 0.0540, s2.acc: 92.9674, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0626, loss: 1.4308 2022-06-15 00:41:22,033 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 1 day, 11:26:53, time: 0.473, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2389, s0.acc: 92.5186, s0.loss_bbox: 0.2933, s0.loss_mask: 0.2753, s1.loss_cls: 0.1129, s1.acc: 92.6856, s1.loss_bbox: 0.1263, s1.loss_mask: 0.1321, s2.loss_cls: 0.0527, s2.acc: 92.9826, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0615, loss: 1.4207 2022-06-15 00:41:45,159 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 1 day, 11:25:46, time: 0.463, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2398, s0.acc: 92.4868, s0.loss_bbox: 0.2890, s0.loss_mask: 0.2818, s1.loss_cls: 0.1157, s1.acc: 92.5991, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1370, s2.loss_cls: 0.0549, s2.acc: 92.7352, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0639, loss: 1.4351 2022-06-15 00:42:08,097 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 1 day, 11:24:36, time: 0.458, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2437, s0.acc: 92.2441, s0.loss_bbox: 0.2972, s0.loss_mask: 0.2745, s1.loss_cls: 0.1151, s1.acc: 92.4286, s1.loss_bbox: 0.1287, s1.loss_mask: 0.1318, s2.loss_cls: 0.0538, s2.acc: 92.8443, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0611, loss: 1.4349 2022-06-15 00:42:30,931 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 1 day, 11:23:25, time: 0.457, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2484, s0.acc: 92.2944, s0.loss_bbox: 0.2945, s0.loss_mask: 0.2786, s1.loss_cls: 0.1179, s1.acc: 92.4591, s1.loss_bbox: 0.1285, s1.loss_mask: 0.1341, s2.loss_cls: 0.0554, s2.acc: 92.7128, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0625, loss: 1.4460 2022-06-15 00:42:53,636 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 1 day, 11:22:12, time: 0.454, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2475, s0.acc: 92.0950, s0.loss_bbox: 0.2965, s0.loss_mask: 0.2764, s1.loss_cls: 0.1194, s1.acc: 92.1287, s1.loss_bbox: 0.1292, s1.loss_mask: 0.1336, s2.loss_cls: 0.0558, s2.acc: 92.4079, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0616, loss: 1.4456 2022-06-15 00:43:16,278 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 1 day, 11:20:59, time: 0.453, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2355, s0.acc: 92.6746, s0.loss_bbox: 0.2766, s0.loss_mask: 0.2791, s1.loss_cls: 0.1136, s1.acc: 92.6535, s1.loss_bbox: 0.1232, s1.loss_mask: 0.1349, s2.loss_cls: 0.0527, s2.acc: 93.0167, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0628, loss: 1.4013 2022-06-15 00:43:39,222 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 1 day, 11:19:50, time: 0.459, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2438, s0.acc: 92.2900, s0.loss_bbox: 0.2932, s0.loss_mask: 0.2810, s1.loss_cls: 0.1173, s1.acc: 92.2812, s1.loss_bbox: 0.1302, s1.loss_mask: 0.1363, s2.loss_cls: 0.0553, s2.acc: 92.5173, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0635, loss: 1.4457 2022-06-15 00:44:02,024 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 1 day, 11:18:40, time: 0.456, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2337, s0.acc: 92.4919, s0.loss_bbox: 0.2867, s0.loss_mask: 0.2714, s1.loss_cls: 0.1124, s1.acc: 92.5223, s1.loss_bbox: 0.1282, s1.loss_mask: 0.1308, s2.loss_cls: 0.0532, s2.acc: 92.7739, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0611, loss: 1.4009 2022-06-15 00:44:24,581 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 1 day, 11:17:26, time: 0.451, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2242, s0.acc: 93.0212, s0.loss_bbox: 0.2672, s0.loss_mask: 0.2744, s1.loss_cls: 0.1111, s1.acc: 92.8538, s1.loss_bbox: 0.1239, s1.loss_mask: 0.1316, s2.loss_cls: 0.0531, s2.acc: 92.8256, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0611, loss: 1.3630 2022-06-15 00:44:46,945 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 1 day, 11:16:10, time: 0.447, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2306, s0.acc: 92.6235, s0.loss_bbox: 0.2857, s0.loss_mask: 0.2790, s1.loss_cls: 0.1108, s1.acc: 92.6459, s1.loss_bbox: 0.1273, s1.loss_mask: 0.1351, s2.loss_cls: 0.0525, s2.acc: 92.8750, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0633, loss: 1.4109 2022-06-15 00:45:09,750 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 1 day, 11:15:00, time: 0.456, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2348, s0.acc: 92.5339, s0.loss_bbox: 0.2920, s0.loss_mask: 0.2779, s1.loss_cls: 0.1121, s1.acc: 92.5917, s1.loss_bbox: 0.1311, s1.loss_mask: 0.1346, s2.loss_cls: 0.0529, s2.acc: 92.7509, s2.loss_bbox: 0.0498, s2.loss_mask: 0.0637, loss: 1.4240 2022-06-15 00:45:32,909 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 1 day, 11:13:57, time: 0.463, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2349, s0.acc: 92.5117, s0.loss_bbox: 0.2901, s0.loss_mask: 0.2769, s1.loss_cls: 0.1116, s1.acc: 92.6939, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1328, s2.loss_cls: 0.0524, s2.acc: 92.8867, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0618, loss: 1.4087 2022-06-15 00:45:55,512 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 1 day, 11:12:45, time: 0.452, data_time: 0.021, memory: 16016, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2489, s0.acc: 92.0608, s0.loss_bbox: 0.3041, s0.loss_mask: 0.2838, s1.loss_cls: 0.1174, s1.acc: 92.3005, s1.loss_bbox: 0.1323, s1.loss_mask: 0.1373, s2.loss_cls: 0.0548, s2.acc: 92.5961, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0640, loss: 1.4765 2022-06-15 00:46:18,164 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 1 day, 11:11:32, time: 0.451, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2404, s0.acc: 92.5168, s0.loss_bbox: 0.2869, s0.loss_mask: 0.2835, s1.loss_cls: 0.1144, s1.acc: 92.5971, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1350, s2.loss_cls: 0.0533, s2.acc: 93.0176, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0630, loss: 1.4286 2022-06-15 00:46:41,111 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 1 day, 11:10:28, time: 0.461, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2281, s0.acc: 92.7012, s0.loss_bbox: 0.2768, s0.loss_mask: 0.2756, s1.loss_cls: 0.1113, s1.acc: 92.6922, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1326, s2.loss_cls: 0.0532, s2.acc: 92.7356, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0618, loss: 1.3863 2022-06-15 00:47:03,941 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 1 day, 11:09:20, time: 0.457, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2436, s0.acc: 92.4111, s0.loss_bbox: 0.2945, s0.loss_mask: 0.2868, s1.loss_cls: 0.1148, s1.acc: 92.5937, s1.loss_bbox: 0.1287, s1.loss_mask: 0.1388, s2.loss_cls: 0.0539, s2.acc: 92.7634, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0642, loss: 1.4502 2022-06-15 00:47:26,238 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 1 day, 11:08:05, time: 0.446, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2348, s0.acc: 92.6472, s0.loss_bbox: 0.2849, s0.loss_mask: 0.2807, s1.loss_cls: 0.1124, s1.acc: 92.7416, s1.loss_bbox: 0.1250, s1.loss_mask: 0.1346, s2.loss_cls: 0.0528, s2.acc: 92.9573, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0625, loss: 1.4041 2022-06-15 00:47:49,058 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 1 day, 11:06:58, time: 0.456, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2339, s0.acc: 92.5752, s0.loss_bbox: 0.2817, s0.loss_mask: 0.2725, s1.loss_cls: 0.1106, s1.acc: 92.8407, s1.loss_bbox: 0.1249, s1.loss_mask: 0.1312, s2.loss_cls: 0.0522, s2.acc: 93.1186, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0614, loss: 1.3899 2022-06-15 00:48:12,284 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 1 day, 11:05:57, time: 0.465, data_time: 0.021, memory: 16016, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2403, s0.acc: 92.5020, s0.loss_bbox: 0.2822, s0.loss_mask: 0.2726, s1.loss_cls: 0.1130, s1.acc: 92.7382, s1.loss_bbox: 0.1229, s1.loss_mask: 0.1312, s2.loss_cls: 0.0528, s2.acc: 93.0188, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0613, loss: 1.4010 2022-06-15 00:48:35,982 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 1 day, 11:05:04, time: 0.474, data_time: 0.022, memory: 16016, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2483, s0.acc: 92.0601, s0.loss_bbox: 0.3004, s0.loss_mask: 0.2813, s1.loss_cls: 0.1170, s1.acc: 92.2959, s1.loss_bbox: 0.1295, s1.loss_mask: 0.1360, s2.loss_cls: 0.0543, s2.acc: 92.7120, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0633, loss: 1.4610 2022-06-15 00:48:59,072 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 1 day, 11:04:02, time: 0.462, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2484, s0.acc: 92.2153, s0.loss_bbox: 0.3009, s0.loss_mask: 0.2830, s1.loss_cls: 0.1157, s1.acc: 92.4928, s1.loss_bbox: 0.1284, s1.loss_mask: 0.1369, s2.loss_cls: 0.0540, s2.acc: 92.7732, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0631, loss: 1.4574 2022-06-15 00:49:21,927 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 1 day, 11:02:56, time: 0.457, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2425, s0.acc: 92.4380, s0.loss_bbox: 0.2969, s0.loss_mask: 0.2849, s1.loss_cls: 0.1131, s1.acc: 92.6541, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1380, s2.loss_cls: 0.0530, s2.acc: 92.9457, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0647, loss: 1.4470 2022-06-15 00:49:45,013 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 1 day, 11:01:54, time: 0.462, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2416, s0.acc: 92.5054, s0.loss_bbox: 0.2902, s0.loss_mask: 0.2811, s1.loss_cls: 0.1153, s1.acc: 92.5257, s1.loss_bbox: 0.1256, s1.loss_mask: 0.1345, s2.loss_cls: 0.0535, s2.acc: 92.8657, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0625, loss: 1.4282 2022-06-15 00:50:07,789 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 1 day, 11:00:48, time: 0.456, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2403, s0.acc: 92.4321, s0.loss_bbox: 0.2930, s0.loss_mask: 0.2833, s1.loss_cls: 0.1162, s1.acc: 92.6191, s1.loss_bbox: 0.1267, s1.loss_mask: 0.1359, s2.loss_cls: 0.0545, s2.acc: 92.8337, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0632, loss: 1.4435 2022-06-15 00:50:30,752 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 1 day, 10:59:45, time: 0.459, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2433, s0.acc: 92.3208, s0.loss_bbox: 0.2972, s0.loss_mask: 0.2811, s1.loss_cls: 0.1142, s1.acc: 92.5810, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1332, s2.loss_cls: 0.0533, s2.acc: 92.9549, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0620, loss: 1.4436 2022-06-15 00:50:53,359 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 1 day, 10:58:37, time: 0.452, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2416, s0.acc: 92.3918, s0.loss_bbox: 0.2961, s0.loss_mask: 0.2829, s1.loss_cls: 0.1147, s1.acc: 92.5234, s1.loss_bbox: 0.1279, s1.loss_mask: 0.1367, s2.loss_cls: 0.0539, s2.acc: 92.7767, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0641, loss: 1.4443 2022-06-15 00:51:16,078 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 1 day, 10:57:31, time: 0.454, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2250, s0.acc: 92.7395, s0.loss_bbox: 0.2881, s0.loss_mask: 0.2767, s1.loss_cls: 0.1053, s1.acc: 93.0086, s1.loss_bbox: 0.1250, s1.loss_mask: 0.1331, s2.loss_cls: 0.0494, s2.acc: 93.2840, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0623, loss: 1.3848 2022-06-15 00:51:38,714 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 1 day, 10:56:23, time: 0.453, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2506, s0.acc: 92.3066, s0.loss_bbox: 0.2916, s0.loss_mask: 0.2731, s1.loss_cls: 0.1181, s1.acc: 92.5069, s1.loss_bbox: 0.1274, s1.loss_mask: 0.1321, s2.loss_cls: 0.0553, s2.acc: 92.7786, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0615, loss: 1.4326 2022-06-15 00:52:01,316 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 1 day, 10:55:16, time: 0.452, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2378, s0.acc: 92.5908, s0.loss_bbox: 0.2878, s0.loss_mask: 0.2791, s1.loss_cls: 0.1130, s1.acc: 92.7136, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1359, s2.loss_cls: 0.0531, s2.acc: 92.9205, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0632, loss: 1.4145 2022-06-15 00:52:23,664 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 1 day, 10:54:04, time: 0.446, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2343, s0.acc: 92.5061, s0.loss_bbox: 0.2899, s0.loss_mask: 0.2815, s1.loss_cls: 0.1104, s1.acc: 92.6822, s1.loss_bbox: 0.1261, s1.loss_mask: 0.1360, s2.loss_cls: 0.0522, s2.acc: 92.9490, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0629, loss: 1.4171 2022-06-15 00:52:45,675 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 1 day, 10:52:49, time: 0.441, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2294, s0.acc: 92.6899, s0.loss_bbox: 0.2771, s0.loss_mask: 0.2813, s1.loss_cls: 0.1110, s1.acc: 92.7261, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1362, s2.loss_cls: 0.0520, s2.acc: 93.0219, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0636, loss: 1.3905 2022-06-15 00:53:08,263 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 1 day, 10:51:42, time: 0.452, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2398, s0.acc: 92.3711, s0.loss_bbox: 0.2944, s0.loss_mask: 0.2817, s1.loss_cls: 0.1137, s1.acc: 92.5266, s1.loss_bbox: 0.1275, s1.loss_mask: 0.1367, s2.loss_cls: 0.0542, s2.acc: 92.5660, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0636, loss: 1.4319 2022-06-15 00:53:30,849 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 1 day, 10:50:35, time: 0.452, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2489, s0.acc: 92.1960, s0.loss_bbox: 0.2958, s0.loss_mask: 0.2809, s1.loss_cls: 0.1183, s1.acc: 92.3254, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1356, s2.loss_cls: 0.0560, s2.acc: 92.6043, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0633, loss: 1.4567 2022-06-15 00:53:53,173 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 1 day, 10:49:25, time: 0.446, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2445, s0.acc: 92.2122, s0.loss_bbox: 0.2945, s0.loss_mask: 0.2875, s1.loss_cls: 0.1168, s1.acc: 92.2892, s1.loss_bbox: 0.1271, s1.loss_mask: 0.1375, s2.loss_cls: 0.0546, s2.acc: 92.5883, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0636, loss: 1.4577 2022-06-15 00:54:15,742 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 1 day, 10:48:19, time: 0.451, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2412, s0.acc: 92.4736, s0.loss_bbox: 0.2883, s0.loss_mask: 0.2740, s1.loss_cls: 0.1143, s1.acc: 92.6961, s1.loss_bbox: 0.1248, s1.loss_mask: 0.1328, s2.loss_cls: 0.0536, s2.acc: 92.9427, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0619, loss: 1.4174 2022-06-15 00:54:38,602 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 1 day, 10:47:17, time: 0.457, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2474, s0.acc: 92.2295, s0.loss_bbox: 0.2987, s0.loss_mask: 0.2781, s1.loss_cls: 0.1188, s1.acc: 92.3487, s1.loss_bbox: 0.1296, s1.loss_mask: 0.1326, s2.loss_cls: 0.0552, s2.acc: 92.6744, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0610, loss: 1.4516 2022-06-15 00:55:01,200 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 1 day, 10:46:12, time: 0.452, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2484, s0.acc: 92.4592, s0.loss_bbox: 0.2846, s0.loss_mask: 0.2713, s1.loss_cls: 0.1180, s1.acc: 92.6743, s1.loss_bbox: 0.1243, s1.loss_mask: 0.1320, s2.loss_cls: 0.0553, s2.acc: 92.9168, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0617, loss: 1.4227 2022-06-15 00:55:23,719 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 1 day, 10:45:05, time: 0.450, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2489, s0.acc: 92.3052, s0.loss_bbox: 0.2923, s0.loss_mask: 0.2793, s1.loss_cls: 0.1170, s1.acc: 92.5752, s1.loss_bbox: 0.1248, s1.loss_mask: 0.1337, s2.loss_cls: 0.0549, s2.acc: 92.7431, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0614, loss: 1.4376 2022-06-15 00:55:46,005 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 1 day, 10:43:56, time: 0.446, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2284, s0.acc: 92.8167, s0.loss_bbox: 0.2794, s0.loss_mask: 0.2810, s1.loss_cls: 0.1089, s1.acc: 92.9365, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1371, s2.loss_cls: 0.0507, s2.acc: 93.2633, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0640, loss: 1.3878 2022-06-15 00:56:08,854 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 1 day, 10:42:54, time: 0.457, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2373, s0.acc: 92.5129, s0.loss_bbox: 0.2948, s0.loss_mask: 0.2770, s1.loss_cls: 0.1118, s1.acc: 92.7695, s1.loss_bbox: 0.1285, s1.loss_mask: 0.1344, s2.loss_cls: 0.0523, s2.acc: 93.1334, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0623, loss: 1.4262 2022-06-15 00:56:31,224 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 1 day, 10:41:47, time: 0.448, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2473, s0.acc: 92.3811, s0.loss_bbox: 0.2916, s0.loss_mask: 0.2766, s1.loss_cls: 0.1173, s1.acc: 92.5910, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1345, s2.loss_cls: 0.0537, s2.acc: 92.9907, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0627, loss: 1.4374 2022-06-15 00:56:53,889 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 1 day, 10:40:44, time: 0.453, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2445, s0.acc: 92.2085, s0.loss_bbox: 0.2996, s0.loss_mask: 0.2786, s1.loss_cls: 0.1169, s1.acc: 92.3784, s1.loss_bbox: 0.1306, s1.loss_mask: 0.1344, s2.loss_cls: 0.0551, s2.acc: 92.6062, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0624, loss: 1.4439 2022-06-15 00:57:16,622 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 1 day, 10:39:42, time: 0.455, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2365, s0.acc: 92.6562, s0.loss_bbox: 0.2791, s0.loss_mask: 0.2771, s1.loss_cls: 0.1128, s1.acc: 92.6944, s1.loss_bbox: 0.1229, s1.loss_mask: 0.1337, s2.loss_cls: 0.0527, s2.acc: 92.9882, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0621, loss: 1.3983 2022-06-15 00:57:39,411 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 1 day, 10:38:41, time: 0.456, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2399, s0.acc: 92.2463, s0.loss_bbox: 0.2950, s0.loss_mask: 0.2816, s1.loss_cls: 0.1153, s1.acc: 92.3640, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1356, s2.loss_cls: 0.0535, s2.acc: 92.6891, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0630, loss: 1.4341 2022-06-15 00:58:02,437 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 1 day, 10:37:43, time: 0.461, data_time: 0.023, memory: 16016, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2433, s0.acc: 92.4302, s0.loss_bbox: 0.2862, s0.loss_mask: 0.2847, s1.loss_cls: 0.1156, s1.acc: 92.5362, s1.loss_bbox: 0.1245, s1.loss_mask: 0.1360, s2.loss_cls: 0.0538, s2.acc: 92.7727, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0632, loss: 1.4347 2022-06-15 00:58:24,782 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 1 day, 10:36:36, time: 0.447, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2396, s0.acc: 92.3943, s0.loss_bbox: 0.2978, s0.loss_mask: 0.2747, s1.loss_cls: 0.1145, s1.acc: 92.5672, s1.loss_bbox: 0.1296, s1.loss_mask: 0.1326, s2.loss_cls: 0.0533, s2.acc: 92.8345, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0614, loss: 1.4294 2022-06-15 00:58:47,474 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 1 day, 10:35:35, time: 0.454, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2358, s0.acc: 92.5652, s0.loss_bbox: 0.2904, s0.loss_mask: 0.2791, s1.loss_cls: 0.1120, s1.acc: 92.7544, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1355, s2.loss_cls: 0.0525, s2.acc: 92.9331, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0632, loss: 1.4200 2022-06-15 00:59:10,018 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 1 day, 10:34:31, time: 0.451, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2427, s0.acc: 92.2710, s0.loss_bbox: 0.2997, s0.loss_mask: 0.2813, s1.loss_cls: 0.1156, s1.acc: 92.3931, s1.loss_bbox: 0.1304, s1.loss_mask: 0.1345, s2.loss_cls: 0.0547, s2.acc: 92.6046, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0628, loss: 1.4503 2022-06-15 00:59:32,697 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 1 day, 10:33:30, time: 0.454, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2470, s0.acc: 92.0210, s0.loss_bbox: 0.3005, s0.loss_mask: 0.2838, s1.loss_cls: 0.1183, s1.acc: 92.1855, s1.loss_bbox: 0.1302, s1.loss_mask: 0.1374, s2.loss_cls: 0.0559, s2.acc: 92.5591, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0639, loss: 1.4573 2022-06-15 00:59:55,032 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 1 day, 10:32:24, time: 0.447, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2531, s0.acc: 92.0059, s0.loss_bbox: 0.3036, s0.loss_mask: 0.2854, s1.loss_cls: 0.1215, s1.acc: 92.1468, s1.loss_bbox: 0.1318, s1.loss_mask: 0.1371, s2.loss_cls: 0.0568, s2.acc: 92.4297, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0635, loss: 1.4805 2022-06-15 01:00:17,192 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 1 day, 10:31:15, time: 0.443, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2499, s0.acc: 92.1687, s0.loss_bbox: 0.2914, s0.loss_mask: 0.2764, s1.loss_cls: 0.1188, s1.acc: 92.2970, s1.loss_bbox: 0.1268, s1.loss_mask: 0.1336, s2.loss_cls: 0.0551, s2.acc: 92.6437, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0620, loss: 1.4379 2022-06-15 01:00:40,014 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 1 day, 10:30:17, time: 0.456, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2422, s0.acc: 92.2725, s0.loss_bbox: 0.2970, s0.loss_mask: 0.2746, s1.loss_cls: 0.1151, s1.acc: 92.4565, s1.loss_bbox: 0.1300, s1.loss_mask: 0.1337, s2.loss_cls: 0.0547, s2.acc: 92.6060, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0620, loss: 1.4367 2022-06-15 01:01:02,617 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 1 day, 10:29:15, time: 0.452, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2531, s0.acc: 92.1157, s0.loss_bbox: 0.2964, s0.loss_mask: 0.2774, s1.loss_cls: 0.1201, s1.acc: 92.2750, s1.loss_bbox: 0.1272, s1.loss_mask: 0.1329, s2.loss_cls: 0.0561, s2.acc: 92.5753, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0617, loss: 1.4550 2022-06-15 01:01:25,825 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 1 day, 10:28:22, time: 0.465, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2566, s0.acc: 92.0171, s0.loss_bbox: 0.3037, s0.loss_mask: 0.2861, s1.loss_cls: 0.1206, s1.acc: 92.2570, s1.loss_bbox: 0.1299, s1.loss_mask: 0.1367, s2.loss_cls: 0.0559, s2.acc: 92.6384, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0634, loss: 1.4800 2022-06-15 01:01:48,553 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 1 day, 10:27:22, time: 0.455, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2436, s0.acc: 92.1619, s0.loss_bbox: 0.2980, s0.loss_mask: 0.2807, s1.loss_cls: 0.1161, s1.acc: 92.3958, s1.loss_bbox: 0.1296, s1.loss_mask: 0.1364, s2.loss_cls: 0.0546, s2.acc: 92.6420, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0635, loss: 1.4484 2022-06-15 01:02:10,970 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 1 day, 10:26:19, time: 0.448, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2324, s0.acc: 92.6484, s0.loss_bbox: 0.2856, s0.loss_mask: 0.2724, s1.loss_cls: 0.1105, s1.acc: 92.8293, s1.loss_bbox: 0.1276, s1.loss_mask: 0.1341, s2.loss_cls: 0.0524, s2.acc: 93.0885, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0628, loss: 1.3952 2022-06-15 01:02:33,460 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 1 day, 10:25:17, time: 0.450, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2476, s0.acc: 92.1875, s0.loss_bbox: 0.3013, s0.loss_mask: 0.2822, s1.loss_cls: 0.1168, s1.acc: 92.4496, s1.loss_bbox: 0.1279, s1.loss_mask: 0.1357, s2.loss_cls: 0.0546, s2.acc: 92.7438, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0632, loss: 1.4552 2022-06-15 01:02:56,333 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 1 day, 10:24:20, time: 0.457, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2465, s0.acc: 92.2881, s0.loss_bbox: 0.2942, s0.loss_mask: 0.2681, s1.loss_cls: 0.1177, s1.acc: 92.4215, s1.loss_bbox: 0.1283, s1.loss_mask: 0.1296, s2.loss_cls: 0.0552, s2.acc: 92.7433, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0607, loss: 1.4200 2022-06-15 01:03:18,929 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 1 day, 10:23:18, time: 0.449, data_time: 0.017, memory: 16016, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2378, s0.acc: 92.4832, s0.loss_bbox: 0.2876, s0.loss_mask: 0.2782, s1.loss_cls: 0.1128, s1.acc: 92.5960, s1.loss_bbox: 0.1256, s1.loss_mask: 0.1352, s2.loss_cls: 0.0535, s2.acc: 92.8885, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0633, loss: 1.4116 2022-06-15 01:03:42,051 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 1 day, 10:22:26, time: 0.465, data_time: 0.020, memory: 16016, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2383, s0.acc: 92.5071, s0.loss_bbox: 0.2861, s0.loss_mask: 0.2792, s1.loss_cls: 0.1148, s1.acc: 92.5323, s1.loss_bbox: 0.1235, s1.loss_mask: 0.1353, s2.loss_cls: 0.0536, s2.acc: 92.7624, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0634, loss: 1.4208 2022-06-15 01:04:04,912 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.000e-04, eta: 1 day, 10:21:30, time: 0.457, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2334, s0.acc: 92.8650, s0.loss_bbox: 0.2757, s0.loss_mask: 0.2730, s1.loss_cls: 0.1126, s1.acc: 92.7913, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1314, s2.loss_cls: 0.0539, s2.acc: 93.0414, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0609, loss: 1.3855 2022-06-15 01:04:27,921 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.000e-04, eta: 1 day, 10:20:35, time: 0.460, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2414, s0.acc: 92.4304, s0.loss_bbox: 0.2886, s0.loss_mask: 0.2765, s1.loss_cls: 0.1146, s1.acc: 92.5395, s1.loss_bbox: 0.1255, s1.loss_mask: 0.1330, s2.loss_cls: 0.0541, s2.acc: 92.7893, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0617, loss: 1.4188 2022-06-15 01:04:50,073 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.000e-04, eta: 1 day, 10:19:30, time: 0.443, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2422, s0.acc: 92.4224, s0.loss_bbox: 0.2872, s0.loss_mask: 0.2836, s1.loss_cls: 0.1140, s1.acc: 92.6304, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1362, s2.loss_cls: 0.0533, s2.acc: 93.0456, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0624, loss: 1.4264 2022-06-15 01:05:12,350 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.000e-04, eta: 1 day, 10:18:26, time: 0.446, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2368, s0.acc: 92.5974, s0.loss_bbox: 0.2856, s0.loss_mask: 0.2681, s1.loss_cls: 0.1128, s1.acc: 92.7498, s1.loss_bbox: 0.1245, s1.loss_mask: 0.1298, s2.loss_cls: 0.0530, s2.acc: 92.8756, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0599, loss: 1.3902 2022-06-15 01:05:35,417 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.000e-04, eta: 1 day, 10:17:33, time: 0.461, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2392, s0.acc: 92.4927, s0.loss_bbox: 0.2822, s0.loss_mask: 0.2799, s1.loss_cls: 0.1159, s1.acc: 92.4475, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1350, s2.loss_cls: 0.0550, s2.acc: 92.6476, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0620, loss: 1.4118 2022-06-15 01:05:57,923 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.000e-04, eta: 1 day, 10:16:33, time: 0.450, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2249, s0.acc: 93.0029, s0.loss_bbox: 0.2741, s0.loss_mask: 0.2741, s1.loss_cls: 0.1060, s1.acc: 93.2462, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1325, s2.loss_cls: 0.0493, s2.acc: 93.4809, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0616, loss: 1.3598 2022-06-15 01:06:20,971 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.000e-04, eta: 1 day, 10:15:40, time: 0.461, data_time: 0.016, memory: 16016, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2268, s0.acc: 92.8135, s0.loss_bbox: 0.2801, s0.loss_mask: 0.2713, s1.loss_cls: 0.1098, s1.acc: 92.8954, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1320, s2.loss_cls: 0.0516, s2.acc: 93.1854, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0613, loss: 1.3729 2022-06-15 01:06:44,006 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.000e-04, eta: 1 day, 10:14:47, time: 0.461, data_time: 0.015, memory: 16016, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2292, s0.acc: 92.7542, s0.loss_bbox: 0.2824, s0.loss_mask: 0.2757, s1.loss_cls: 0.1092, s1.acc: 92.9114, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1334, s2.loss_cls: 0.0515, s2.acc: 93.0436, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0619, loss: 1.3850 2022-06-15 01:07:06,671 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.000e-04, eta: 1 day, 10:13:50, time: 0.453, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2393, s0.acc: 92.2842, s0.loss_bbox: 0.3000, s0.loss_mask: 0.2710, s1.loss_cls: 0.1156, s1.acc: 92.3357, s1.loss_bbox: 0.1311, s1.loss_mask: 0.1315, s2.loss_cls: 0.0550, s2.acc: 92.4419, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0611, loss: 1.4366 2022-06-15 01:07:29,298 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.000e-04, eta: 1 day, 10:12:51, time: 0.452, data_time: 0.019, memory: 16016, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2266, s0.acc: 92.6877, s0.loss_bbox: 0.2764, s0.loss_mask: 0.2802, s1.loss_cls: 0.1083, s1.acc: 92.8962, s1.loss_bbox: 0.1221, s1.loss_mask: 0.1344, s2.loss_cls: 0.0513, s2.acc: 93.1655, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0622, loss: 1.3822 2022-06-15 01:07:52,338 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.000e-04, eta: 1 day, 10:11:59, time: 0.461, data_time: 0.021, memory: 16016, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2373, s0.acc: 92.5417, s0.loss_bbox: 0.2873, s0.loss_mask: 0.2727, s1.loss_cls: 0.1129, s1.acc: 92.6693, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1308, s2.loss_cls: 0.0526, s2.acc: 92.9066, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0607, loss: 1.4084 2022-06-15 01:08:15,205 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.000e-04, eta: 1 day, 10:11:05, time: 0.457, data_time: 0.018, memory: 16016, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2348, s0.acc: 92.6868, s0.loss_bbox: 0.2820, s0.loss_mask: 0.2746, s1.loss_cls: 0.1106, s1.acc: 92.8739, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1320, s2.loss_cls: 0.0514, s2.acc: 93.2446, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0615, loss: 1.3976 2022-06-15 01:08:37,944 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.000e-04, eta: 1 day, 10:10:09, time: 0.455, data_time: 0.021, memory: 16016, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2430, s0.acc: 92.2644, s0.loss_bbox: 0.2902, s0.loss_mask: 0.2692, s1.loss_cls: 0.1150, s1.acc: 92.5148, s1.loss_bbox: 0.1246, s1.loss_mask: 0.1290, s2.loss_cls: 0.0544, s2.acc: 92.7830, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0594, loss: 1.4076 2022-06-15 01:09:00,418 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.000e-04, eta: 1 day, 10:09:10, time: 0.450, data_time: 0.018, memory: 16030, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2386, s0.acc: 92.4231, s0.loss_bbox: 0.2949, s0.loss_mask: 0.2780, s1.loss_cls: 0.1137, s1.acc: 92.6496, s1.loss_bbox: 0.1284, s1.loss_mask: 0.1346, s2.loss_cls: 0.0534, s2.acc: 92.9422, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0627, loss: 1.4291 2022-06-15 01:09:23,003 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.000e-04, eta: 1 day, 10:08:12, time: 0.452, data_time: 0.018, memory: 16030, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2338, s0.acc: 92.6470, s0.loss_bbox: 0.2817, s0.loss_mask: 0.2721, s1.loss_cls: 0.1112, s1.acc: 92.7067, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1314, s2.loss_cls: 0.0525, s2.acc: 92.9182, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0609, loss: 1.3812 2022-06-15 01:09:46,254 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.000e-04, eta: 1 day, 10:07:24, time: 0.465, data_time: 0.018, memory: 16030, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2403, s0.acc: 92.3159, s0.loss_bbox: 0.2894, s0.loss_mask: 0.2775, s1.loss_cls: 0.1152, s1.acc: 92.4264, s1.loss_bbox: 0.1259, s1.loss_mask: 0.1335, s2.loss_cls: 0.0550, s2.acc: 92.6411, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0623, loss: 1.4193 2022-06-15 01:10:09,525 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.000e-04, eta: 1 day, 10:06:35, time: 0.465, data_time: 0.021, memory: 16030, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2402, s0.acc: 92.3628, s0.loss_bbox: 0.2927, s0.loss_mask: 0.2826, s1.loss_cls: 0.1143, s1.acc: 92.5200, s1.loss_bbox: 0.1282, s1.loss_mask: 0.1354, s2.loss_cls: 0.0538, s2.acc: 92.7992, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0625, loss: 1.4349 2022-06-15 01:10:32,500 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.000e-04, eta: 1 day, 10:05:43, time: 0.459, data_time: 0.018, memory: 16030, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2410, s0.acc: 92.3652, s0.loss_bbox: 0.2895, s0.loss_mask: 0.2793, s1.loss_cls: 0.1153, s1.acc: 92.4454, s1.loss_bbox: 0.1277, s1.loss_mask: 0.1334, s2.loss_cls: 0.0548, s2.acc: 92.5124, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0617, loss: 1.4257 2022-06-15 01:10:54,995 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.000e-04, eta: 1 day, 10:04:45, time: 0.450, data_time: 0.018, memory: 16030, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2391, s0.acc: 92.4182, s0.loss_bbox: 0.2915, s0.loss_mask: 0.2783, s1.loss_cls: 0.1137, s1.acc: 92.5323, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1338, s2.loss_cls: 0.0538, s2.acc: 92.7500, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0622, loss: 1.4224 2022-06-15 01:11:18,097 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.000e-04, eta: 1 day, 10:03:55, time: 0.461, data_time: 0.016, memory: 16030, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2407, s0.acc: 92.4202, s0.loss_bbox: 0.2863, s0.loss_mask: 0.2733, s1.loss_cls: 0.1144, s1.acc: 92.5107, s1.loss_bbox: 0.1251, s1.loss_mask: 0.1325, s2.loss_cls: 0.0536, s2.acc: 92.7850, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0617, loss: 1.4148 2022-06-15 01:11:40,703 - mmdet - INFO - Epoch [3][4550/7330] lr: 1.000e-04, eta: 1 day, 10:02:59, time: 0.453, data_time: 0.020, memory: 16030, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2292, s0.acc: 92.6069, s0.loss_bbox: 0.2901, s0.loss_mask: 0.2779, s1.loss_cls: 0.1071, s1.acc: 92.8470, s1.loss_bbox: 0.1255, s1.loss_mask: 0.1334, s2.loss_cls: 0.0513, s2.acc: 92.9828, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0616, loss: 1.3985 2022-06-15 01:12:03,583 - mmdet - INFO - Epoch [3][4600/7330] lr: 1.000e-04, eta: 1 day, 10:02:06, time: 0.457, data_time: 0.016, memory: 16030, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2147, s0.acc: 93.1973, s0.loss_bbox: 0.2715, s0.loss_mask: 0.2688, s1.loss_cls: 0.1034, s1.acc: 93.2568, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1306, s2.loss_cls: 0.0496, s2.acc: 93.2837, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0610, loss: 1.3403 2022-06-15 01:12:26,069 - mmdet - INFO - Epoch [3][4650/7330] lr: 1.000e-04, eta: 1 day, 10:01:09, time: 0.450, data_time: 0.018, memory: 16030, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2210, s0.acc: 92.9133, s0.loss_bbox: 0.2730, s0.loss_mask: 0.2700, s1.loss_cls: 0.1044, s1.acc: 93.0625, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1296, s2.loss_cls: 0.0494, s2.acc: 93.2384, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0597, loss: 1.3483 2022-06-15 01:12:48,816 - mmdet - INFO - Epoch [3][4700/7330] lr: 1.000e-04, eta: 1 day, 10:00:15, time: 0.455, data_time: 0.016, memory: 16030, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2484, s0.acc: 92.3254, s0.loss_bbox: 0.2939, s0.loss_mask: 0.2803, s1.loss_cls: 0.1184, s1.acc: 92.4815, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1348, s2.loss_cls: 0.0555, s2.acc: 92.6214, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0630, loss: 1.4550 2022-06-15 01:13:11,414 - mmdet - INFO - Epoch [3][4750/7330] lr: 1.000e-04, eta: 1 day, 9:59:19, time: 0.452, data_time: 0.019, memory: 16030, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2256, s0.acc: 92.7568, s0.loss_bbox: 0.2769, s0.loss_mask: 0.2713, s1.loss_cls: 0.1088, s1.acc: 92.7541, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1320, s2.loss_cls: 0.0514, s2.acc: 92.9018, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0616, loss: 1.3687 2022-06-15 01:13:34,305 - mmdet - INFO - Epoch [3][4800/7330] lr: 1.000e-04, eta: 1 day, 9:58:27, time: 0.458, data_time: 0.017, memory: 16030, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2460, s0.acc: 92.1687, s0.loss_bbox: 0.2983, s0.loss_mask: 0.2795, s1.loss_cls: 0.1164, s1.acc: 92.3518, s1.loss_bbox: 0.1289, s1.loss_mask: 0.1358, s2.loss_cls: 0.0547, s2.acc: 92.5896, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0636, loss: 1.4539 2022-06-15 01:13:57,308 - mmdet - INFO - Epoch [3][4850/7330] lr: 1.000e-04, eta: 1 day, 9:57:37, time: 0.460, data_time: 0.015, memory: 16030, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2350, s0.acc: 92.4265, s0.loss_bbox: 0.2892, s0.loss_mask: 0.2756, s1.loss_cls: 0.1126, s1.acc: 92.6132, s1.loss_bbox: 0.1267, s1.loss_mask: 0.1342, s2.loss_cls: 0.0539, s2.acc: 92.8036, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0626, loss: 1.4114 2022-06-15 01:14:19,525 - mmdet - INFO - Epoch [3][4900/7330] lr: 1.000e-04, eta: 1 day, 9:56:37, time: 0.444, data_time: 0.016, memory: 16030, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2252, s0.acc: 92.9382, s0.loss_bbox: 0.2749, s0.loss_mask: 0.2736, s1.loss_cls: 0.1086, s1.acc: 93.0303, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1314, s2.loss_cls: 0.0511, s2.acc: 93.2283, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0610, loss: 1.3611 2022-06-15 01:14:42,272 - mmdet - INFO - Epoch [3][4950/7330] lr: 1.000e-04, eta: 1 day, 9:55:44, time: 0.455, data_time: 0.019, memory: 16030, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2439, s0.acc: 92.3811, s0.loss_bbox: 0.2881, s0.loss_mask: 0.2755, s1.loss_cls: 0.1145, s1.acc: 92.6972, s1.loss_bbox: 0.1237, s1.loss_mask: 0.1332, s2.loss_cls: 0.0538, s2.acc: 92.9604, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0620, loss: 1.4188 2022-06-15 01:15:05,587 - mmdet - INFO - Epoch [3][5000/7330] lr: 1.000e-04, eta: 1 day, 9:54:57, time: 0.466, data_time: 0.019, memory: 16030, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2438, s0.acc: 92.3879, s0.loss_bbox: 0.2904, s0.loss_mask: 0.2677, s1.loss_cls: 0.1144, s1.acc: 92.6857, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1301, s2.loss_cls: 0.0537, s2.acc: 92.9260, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0605, loss: 1.4080 2022-06-15 01:15:28,305 - mmdet - INFO - Epoch [3][5050/7330] lr: 1.000e-04, eta: 1 day, 9:54:05, time: 0.455, data_time: 0.017, memory: 16030, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2386, s0.acc: 92.4983, s0.loss_bbox: 0.2909, s0.loss_mask: 0.2764, s1.loss_cls: 0.1138, s1.acc: 92.6789, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1327, s2.loss_cls: 0.0539, s2.acc: 92.9716, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0612, loss: 1.4179 2022-06-15 01:15:51,192 - mmdet - INFO - Epoch [3][5100/7330] lr: 1.000e-04, eta: 1 day, 9:53:14, time: 0.458, data_time: 0.016, memory: 16030, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2210, s0.acc: 93.0083, s0.loss_bbox: 0.2655, s0.loss_mask: 0.2676, s1.loss_cls: 0.1060, s1.acc: 93.0810, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1296, s2.loss_cls: 0.0497, s2.acc: 93.3067, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0600, loss: 1.3284 2022-06-15 01:16:13,837 - mmdet - INFO - Epoch [3][5150/7330] lr: 1.000e-04, eta: 1 day, 9:52:20, time: 0.453, data_time: 0.017, memory: 16030, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2236, s0.acc: 92.7725, s0.loss_bbox: 0.2815, s0.loss_mask: 0.2692, s1.loss_cls: 0.1063, s1.acc: 92.9310, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1291, s2.loss_cls: 0.0501, s2.acc: 93.1402, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0599, loss: 1.3621 2022-06-15 01:16:36,520 - mmdet - INFO - Epoch [3][5200/7330] lr: 1.000e-04, eta: 1 day, 9:51:26, time: 0.453, data_time: 0.017, memory: 16030, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2339, s0.acc: 92.6631, s0.loss_bbox: 0.2809, s0.loss_mask: 0.2765, s1.loss_cls: 0.1116, s1.acc: 92.8650, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1339, s2.loss_cls: 0.0527, s2.acc: 93.0707, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0624, loss: 1.3972 2022-06-15 01:16:58,948 - mmdet - INFO - Epoch [3][5250/7330] lr: 1.000e-04, eta: 1 day, 9:50:30, time: 0.449, data_time: 0.018, memory: 16030, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2395, s0.acc: 92.4143, s0.loss_bbox: 0.2901, s0.loss_mask: 0.2806, s1.loss_cls: 0.1134, s1.acc: 92.5900, s1.loss_bbox: 0.1241, s1.loss_mask: 0.1348, s2.loss_cls: 0.0534, s2.acc: 92.9447, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0625, loss: 1.4178 2022-06-15 01:17:21,950 - mmdet - INFO - Epoch [3][5300/7330] lr: 1.000e-04, eta: 1 day, 9:49:41, time: 0.459, data_time: 0.018, memory: 16030, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2238, s0.acc: 93.0105, s0.loss_bbox: 0.2675, s0.loss_mask: 0.2665, s1.loss_cls: 0.1070, s1.acc: 93.0930, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1306, s2.loss_cls: 0.0505, s2.acc: 93.2423, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0606, loss: 1.3375 2022-06-15 01:17:44,695 - mmdet - INFO - Epoch [3][5350/7330] lr: 1.000e-04, eta: 1 day, 9:48:49, time: 0.456, data_time: 0.019, memory: 16030, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2265, s0.acc: 93.0417, s0.loss_bbox: 0.2708, s0.loss_mask: 0.2720, s1.loss_cls: 0.1068, s1.acc: 93.1587, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1315, s2.loss_cls: 0.0501, s2.acc: 93.4150, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0609, loss: 1.3536 2022-06-15 01:18:07,542 - mmdet - INFO - Epoch [3][5400/7330] lr: 1.000e-04, eta: 1 day, 9:47:59, time: 0.457, data_time: 0.016, memory: 16030, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2322, s0.acc: 92.7278, s0.loss_bbox: 0.2800, s0.loss_mask: 0.2769, s1.loss_cls: 0.1105, s1.acc: 92.8647, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1335, s2.loss_cls: 0.0518, s2.acc: 93.1333, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0618, loss: 1.3886 2022-06-15 01:18:30,397 - mmdet - INFO - Epoch [3][5450/7330] lr: 1.000e-04, eta: 1 day, 9:47:08, time: 0.457, data_time: 0.017, memory: 16030, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2342, s0.acc: 92.6863, s0.loss_bbox: 0.2756, s0.loss_mask: 0.2656, s1.loss_cls: 0.1116, s1.acc: 92.8301, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1293, s2.loss_cls: 0.0526, s2.acc: 93.0943, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0607, loss: 1.3694 2022-06-15 01:18:53,726 - mmdet - INFO - Epoch [3][5500/7330] lr: 1.000e-04, eta: 1 day, 9:46:24, time: 0.467, data_time: 0.016, memory: 16030, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2163, s0.acc: 93.0933, s0.loss_bbox: 0.2710, s0.loss_mask: 0.2754, s1.loss_cls: 0.1033, s1.acc: 93.2323, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1328, s2.loss_cls: 0.0490, s2.acc: 93.4010, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0625, loss: 1.3482 2022-06-15 01:19:17,468 - mmdet - INFO - Epoch [3][5550/7330] lr: 1.000e-04, eta: 1 day, 9:45:44, time: 0.475, data_time: 0.019, memory: 16030, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2410, s0.acc: 92.4075, s0.loss_bbox: 0.2894, s0.loss_mask: 0.2752, s1.loss_cls: 0.1142, s1.acc: 92.6167, s1.loss_bbox: 0.1247, s1.loss_mask: 0.1338, s2.loss_cls: 0.0535, s2.acc: 92.8043, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0620, loss: 1.4125 2022-06-15 01:19:40,955 - mmdet - INFO - Epoch [3][5600/7330] lr: 1.000e-04, eta: 1 day, 9:45:02, time: 0.470, data_time: 0.015, memory: 16030, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2434, s0.acc: 92.1423, s0.loss_bbox: 0.2998, s0.loss_mask: 0.2791, s1.loss_cls: 0.1163, s1.acc: 92.2844, s1.loss_bbox: 0.1308, s1.loss_mask: 0.1347, s2.loss_cls: 0.0554, s2.acc: 92.4297, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0627, loss: 1.4478 2022-06-15 01:20:03,891 - mmdet - INFO - Epoch [3][5650/7330] lr: 1.000e-04, eta: 1 day, 9:44:13, time: 0.459, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2362, s0.acc: 92.5461, s0.loss_bbox: 0.2849, s0.loss_mask: 0.2810, s1.loss_cls: 0.1119, s1.acc: 92.7213, s1.loss_bbox: 0.1248, s1.loss_mask: 0.1352, s2.loss_cls: 0.0524, s2.acc: 93.0354, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0630, loss: 1.4118 2022-06-15 01:20:27,120 - mmdet - INFO - Epoch [3][5700/7330] lr: 1.000e-04, eta: 1 day, 9:43:28, time: 0.465, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2385, s0.acc: 92.3589, s0.loss_bbox: 0.2981, s0.loss_mask: 0.2797, s1.loss_cls: 0.1135, s1.acc: 92.5569, s1.loss_bbox: 0.1300, s1.loss_mask: 0.1353, s2.loss_cls: 0.0537, s2.acc: 92.7915, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0630, loss: 1.4353 2022-06-15 01:20:50,148 - mmdet - INFO - Epoch [3][5750/7330] lr: 1.000e-04, eta: 1 day, 9:42:40, time: 0.461, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2323, s0.acc: 92.6284, s0.loss_bbox: 0.2895, s0.loss_mask: 0.2761, s1.loss_cls: 0.1097, s1.acc: 92.8137, s1.loss_bbox: 0.1267, s1.loss_mask: 0.1332, s2.loss_cls: 0.0523, s2.acc: 92.8163, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0621, loss: 1.4071 2022-06-15 01:21:12,777 - mmdet - INFO - Epoch [3][5800/7330] lr: 1.000e-04, eta: 1 day, 9:41:48, time: 0.453, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2285, s0.acc: 92.7988, s0.loss_bbox: 0.2785, s0.loss_mask: 0.2681, s1.loss_cls: 0.1086, s1.acc: 92.9952, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1309, s2.loss_cls: 0.0515, s2.acc: 93.1800, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0611, loss: 1.3683 2022-06-15 01:21:35,647 - mmdet - INFO - Epoch [3][5850/7330] lr: 1.000e-04, eta: 1 day, 9:40:59, time: 0.457, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2206, s0.acc: 92.9131, s0.loss_bbox: 0.2748, s0.loss_mask: 0.2682, s1.loss_cls: 0.1064, s1.acc: 92.9702, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1311, s2.loss_cls: 0.0505, s2.acc: 93.1483, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0619, loss: 1.3572 2022-06-15 01:21:58,600 - mmdet - INFO - Epoch [3][5900/7330] lr: 1.000e-04, eta: 1 day, 9:40:11, time: 0.459, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2428, s0.acc: 92.4607, s0.loss_bbox: 0.2864, s0.loss_mask: 0.2695, s1.loss_cls: 0.1156, s1.acc: 92.6080, s1.loss_bbox: 0.1250, s1.loss_mask: 0.1305, s2.loss_cls: 0.0541, s2.acc: 92.8977, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0610, loss: 1.4096 2022-06-15 01:22:21,209 - mmdet - INFO - Epoch [3][5950/7330] lr: 1.000e-04, eta: 1 day, 9:39:17, time: 0.450, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2217, s0.acc: 93.1086, s0.loss_bbox: 0.2664, s0.loss_mask: 0.2693, s1.loss_cls: 0.1062, s1.acc: 93.1177, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1304, s2.loss_cls: 0.0501, s2.acc: 93.3602, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0609, loss: 1.3393 2022-06-15 01:22:44,732 - mmdet - INFO - Epoch [3][6000/7330] lr: 1.000e-04, eta: 1 day, 9:38:37, time: 0.472, data_time: 0.021, memory: 16043, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2288, s0.acc: 92.6125, s0.loss_bbox: 0.2855, s0.loss_mask: 0.2722, s1.loss_cls: 0.1103, s1.acc: 92.6352, s1.loss_bbox: 0.1254, s1.loss_mask: 0.1329, s2.loss_cls: 0.0522, s2.acc: 92.7473, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0624, loss: 1.3918 2022-06-15 01:23:07,750 - mmdet - INFO - Epoch [3][6050/7330] lr: 1.000e-04, eta: 1 day, 9:37:50, time: 0.460, data_time: 0.014, memory: 16043, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2417, s0.acc: 92.4109, s0.loss_bbox: 0.2905, s0.loss_mask: 0.2786, s1.loss_cls: 0.1131, s1.acc: 92.6890, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1340, s2.loss_cls: 0.0527, s2.acc: 93.0155, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0624, loss: 1.4189 2022-06-15 01:23:30,935 - mmdet - INFO - Epoch [3][6100/7330] lr: 1.000e-04, eta: 1 day, 9:37:05, time: 0.464, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2300, s0.acc: 92.7415, s0.loss_bbox: 0.2806, s0.loss_mask: 0.2710, s1.loss_cls: 0.1094, s1.acc: 92.9826, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1316, s2.loss_cls: 0.0510, s2.acc: 93.2884, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0612, loss: 1.3804 2022-06-15 01:23:54,228 - mmdet - INFO - Epoch [3][6150/7330] lr: 1.000e-04, eta: 1 day, 9:36:22, time: 0.466, data_time: 0.020, memory: 16043, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2363, s0.acc: 92.7000, s0.loss_bbox: 0.2794, s0.loss_mask: 0.2783, s1.loss_cls: 0.1124, s1.acc: 92.8611, s1.loss_bbox: 0.1214, s1.loss_mask: 0.1360, s2.loss_cls: 0.0526, s2.acc: 93.0891, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0634, loss: 1.3944 2022-06-15 01:24:18,084 - mmdet - INFO - Epoch [3][6200/7330] lr: 1.000e-04, eta: 1 day, 9:35:45, time: 0.477, data_time: 0.014, memory: 16043, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2186, s0.acc: 92.8860, s0.loss_bbox: 0.2793, s0.loss_mask: 0.2702, s1.loss_cls: 0.1031, s1.acc: 93.0796, s1.loss_bbox: 0.1216, s1.loss_mask: 0.1308, s2.loss_cls: 0.0490, s2.acc: 93.2456, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0605, loss: 1.3525 2022-06-15 01:24:41,688 - mmdet - INFO - Epoch [3][6250/7330] lr: 1.000e-04, eta: 1 day, 9:35:05, time: 0.472, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2270, s0.acc: 92.7207, s0.loss_bbox: 0.2794, s0.loss_mask: 0.2756, s1.loss_cls: 0.1091, s1.acc: 92.7896, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1334, s2.loss_cls: 0.0513, s2.acc: 93.0092, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0620, loss: 1.3755 2022-06-15 01:25:04,960 - mmdet - INFO - Epoch [3][6300/7330] lr: 1.000e-04, eta: 1 day, 9:34:22, time: 0.465, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2367, s0.acc: 92.4551, s0.loss_bbox: 0.2874, s0.loss_mask: 0.2693, s1.loss_cls: 0.1139, s1.acc: 92.4881, s1.loss_bbox: 0.1261, s1.loss_mask: 0.1310, s2.loss_cls: 0.0535, s2.acc: 92.7463, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0607, loss: 1.4065 2022-06-15 01:25:28,389 - mmdet - INFO - Epoch [3][6350/7330] lr: 1.000e-04, eta: 1 day, 9:33:40, time: 0.469, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2450, s0.acc: 92.2654, s0.loss_bbox: 0.2988, s0.loss_mask: 0.2797, s1.loss_cls: 0.1157, s1.acc: 92.4399, s1.loss_bbox: 0.1289, s1.loss_mask: 0.1361, s2.loss_cls: 0.0541, s2.acc: 92.6948, s2.loss_bbox: 0.0482, s2.loss_mask: 0.0635, loss: 1.4496 2022-06-15 01:25:51,666 - mmdet - INFO - Epoch [3][6400/7330] lr: 1.000e-04, eta: 1 day, 9:32:57, time: 0.465, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2413, s0.acc: 92.3403, s0.loss_bbox: 0.2980, s0.loss_mask: 0.2806, s1.loss_cls: 0.1153, s1.acc: 92.4295, s1.loss_bbox: 0.1303, s1.loss_mask: 0.1367, s2.loss_cls: 0.0542, s2.acc: 92.7357, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0630, loss: 1.4450 2022-06-15 01:26:14,432 - mmdet - INFO - Epoch [3][6450/7330] lr: 1.000e-04, eta: 1 day, 9:32:08, time: 0.455, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2246, s0.acc: 93.0022, s0.loss_bbox: 0.2734, s0.loss_mask: 0.2732, s1.loss_cls: 0.1072, s1.acc: 93.1325, s1.loss_bbox: 0.1202, s1.loss_mask: 0.1317, s2.loss_cls: 0.0513, s2.acc: 93.2451, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0615, loss: 1.3607 2022-06-15 01:26:37,153 - mmdet - INFO - Epoch [3][6500/7330] lr: 1.000e-04, eta: 1 day, 9:31:18, time: 0.455, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2413, s0.acc: 92.4370, s0.loss_bbox: 0.2843, s0.loss_mask: 0.2756, s1.loss_cls: 0.1147, s1.acc: 92.5859, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1329, s2.loss_cls: 0.0536, s2.acc: 92.8663, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0617, loss: 1.4112 2022-06-15 01:27:00,070 - mmdet - INFO - Epoch [3][6550/7330] lr: 1.000e-04, eta: 1 day, 9:30:31, time: 0.458, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2462, s0.acc: 92.2290, s0.loss_bbox: 0.2943, s0.loss_mask: 0.2803, s1.loss_cls: 0.1167, s1.acc: 92.4308, s1.loss_bbox: 0.1279, s1.loss_mask: 0.1348, s2.loss_cls: 0.0546, s2.acc: 92.7916, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0626, loss: 1.4426 2022-06-15 01:27:23,112 - mmdet - INFO - Epoch [3][6600/7330] lr: 1.000e-04, eta: 1 day, 9:29:46, time: 0.461, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2329, s0.acc: 92.6008, s0.loss_bbox: 0.2819, s0.loss_mask: 0.2758, s1.loss_cls: 0.1113, s1.acc: 92.7560, s1.loss_bbox: 0.1238, s1.loss_mask: 0.1330, s2.loss_cls: 0.0527, s2.acc: 92.9109, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0627, loss: 1.3923 2022-06-15 01:27:46,074 - mmdet - INFO - Epoch [3][6650/7330] lr: 1.000e-04, eta: 1 day, 9:28:59, time: 0.459, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2439, s0.acc: 92.2253, s0.loss_bbox: 0.2865, s0.loss_mask: 0.2753, s1.loss_cls: 0.1171, s1.acc: 92.2431, s1.loss_bbox: 0.1240, s1.loss_mask: 0.1335, s2.loss_cls: 0.0547, s2.acc: 92.5050, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0627, loss: 1.4192 2022-06-15 01:28:08,606 - mmdet - INFO - Epoch [3][6700/7330] lr: 1.000e-04, eta: 1 day, 9:28:08, time: 0.451, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2358, s0.acc: 92.4839, s0.loss_bbox: 0.2911, s0.loss_mask: 0.2713, s1.loss_cls: 0.1105, s1.acc: 92.7113, s1.loss_bbox: 0.1269, s1.loss_mask: 0.1309, s2.loss_cls: 0.0520, s2.acc: 92.9256, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0609, loss: 1.4021 2022-06-15 01:28:31,714 - mmdet - INFO - Epoch [3][6750/7330] lr: 1.000e-04, eta: 1 day, 9:27:24, time: 0.462, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2353, s0.acc: 92.4961, s0.loss_bbox: 0.2858, s0.loss_mask: 0.2718, s1.loss_cls: 0.1120, s1.acc: 92.6218, s1.loss_bbox: 0.1237, s1.loss_mask: 0.1320, s2.loss_cls: 0.0527, s2.acc: 92.8649, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0614, loss: 1.3970 2022-06-15 01:28:55,177 - mmdet - INFO - Epoch [3][6800/7330] lr: 1.000e-04, eta: 1 day, 9:26:43, time: 0.469, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2386, s0.acc: 92.5876, s0.loss_bbox: 0.2823, s0.loss_mask: 0.2743, s1.loss_cls: 0.1139, s1.acc: 92.6662, s1.loss_bbox: 0.1248, s1.loss_mask: 0.1315, s2.loss_cls: 0.0538, s2.acc: 92.8487, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0612, loss: 1.4090 2022-06-15 01:29:18,173 - mmdet - INFO - Epoch [3][6850/7330] lr: 1.000e-04, eta: 1 day, 9:25:58, time: 0.460, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2290, s0.acc: 92.6509, s0.loss_bbox: 0.2762, s0.loss_mask: 0.2712, s1.loss_cls: 0.1106, s1.acc: 92.6830, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1316, s2.loss_cls: 0.0524, s2.acc: 92.8532, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0617, loss: 1.3733 2022-06-15 01:29:41,301 - mmdet - INFO - Epoch [3][6900/7330] lr: 1.000e-04, eta: 1 day, 9:25:14, time: 0.462, data_time: 0.020, memory: 16043, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2307, s0.acc: 92.6882, s0.loss_bbox: 0.2783, s0.loss_mask: 0.2696, s1.loss_cls: 0.1106, s1.acc: 92.7721, s1.loss_bbox: 0.1216, s1.loss_mask: 0.1312, s2.loss_cls: 0.0527, s2.acc: 92.9458, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0615, loss: 1.3724 2022-06-15 01:30:04,359 - mmdet - INFO - Epoch [3][6950/7330] lr: 1.000e-04, eta: 1 day, 9:24:29, time: 0.461, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2258, s0.acc: 92.7173, s0.loss_bbox: 0.2823, s0.loss_mask: 0.2750, s1.loss_cls: 0.1067, s1.acc: 92.9393, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1332, s2.loss_cls: 0.0509, s2.acc: 92.9840, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0621, loss: 1.3777 2022-06-15 01:30:27,333 - mmdet - INFO - Epoch [3][7000/7330] lr: 1.000e-04, eta: 1 day, 9:23:44, time: 0.459, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2386, s0.acc: 92.5295, s0.loss_bbox: 0.2875, s0.loss_mask: 0.2747, s1.loss_cls: 0.1150, s1.acc: 92.5623, s1.loss_bbox: 0.1273, s1.loss_mask: 0.1342, s2.loss_cls: 0.0545, s2.acc: 92.8919, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0628, loss: 1.4161 2022-06-15 01:30:50,080 - mmdet - INFO - Epoch [3][7050/7330] lr: 1.000e-04, eta: 1 day, 9:22:56, time: 0.455, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2293, s0.acc: 92.8716, s0.loss_bbox: 0.2714, s0.loss_mask: 0.2696, s1.loss_cls: 0.1092, s1.acc: 92.9575, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1294, s2.loss_cls: 0.0510, s2.acc: 93.1922, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0599, loss: 1.3562 2022-06-15 01:31:12,739 - mmdet - INFO - Epoch [3][7100/7330] lr: 1.000e-04, eta: 1 day, 9:22:07, time: 0.453, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2326, s0.acc: 92.6101, s0.loss_bbox: 0.2818, s0.loss_mask: 0.2744, s1.loss_cls: 0.1113, s1.acc: 92.7812, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1320, s2.loss_cls: 0.0525, s2.acc: 93.0559, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0610, loss: 1.3909 2022-06-15 01:31:35,794 - mmdet - INFO - Epoch [3][7150/7330] lr: 1.000e-04, eta: 1 day, 9:21:23, time: 0.461, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2351, s0.acc: 92.5220, s0.loss_bbox: 0.2827, s0.loss_mask: 0.2767, s1.loss_cls: 0.1130, s1.acc: 92.6178, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1325, s2.loss_cls: 0.0530, s2.acc: 92.8733, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0613, loss: 1.3954 2022-06-15 01:31:58,982 - mmdet - INFO - Epoch [3][7200/7330] lr: 1.000e-04, eta: 1 day, 9:20:40, time: 0.464, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2235, s0.acc: 92.9275, s0.loss_bbox: 0.2732, s0.loss_mask: 0.2676, s1.loss_cls: 0.1048, s1.acc: 93.1474, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1299, s2.loss_cls: 0.0499, s2.acc: 93.2730, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0608, loss: 1.3466 2022-06-15 01:32:21,921 - mmdet - INFO - Epoch [3][7250/7330] lr: 1.000e-04, eta: 1 day, 9:19:55, time: 0.459, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2353, s0.acc: 92.5776, s0.loss_bbox: 0.2888, s0.loss_mask: 0.2631, s1.loss_cls: 0.1121, s1.acc: 92.7191, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1272, s2.loss_cls: 0.0532, s2.acc: 92.9135, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0589, loss: 1.3892 2022-06-15 01:32:44,806 - mmdet - INFO - Epoch [3][7300/7330] lr: 1.000e-04, eta: 1 day, 9:19:09, time: 0.458, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2341, s0.acc: 92.5139, s0.loss_bbox: 0.2886, s0.loss_mask: 0.2682, s1.loss_cls: 0.1112, s1.acc: 92.7055, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1305, s2.loss_cls: 0.0528, s2.acc: 92.8337, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0608, loss: 1.4037 2022-06-15 01:33:15,102 - mmdet - INFO - Saving checkpoint at 3 epochs 2022-06-15 01:36:21,880 - mmdet - INFO - Evaluating bbox... 2022-06-15 01:36:50,782 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.370 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.550 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.395 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.211 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.393 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.507 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.322 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.684 2022-06-15 01:36:50,784 - mmdet - INFO - Evaluating segm... 2022-06-15 01:37:26,430 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.326 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.523 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.344 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.150 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.346 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.496 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.260 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.498 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.626 2022-06-15 01:37:27,010 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 01:37:27,011 - mmdet - INFO - Epoch(val) [3][625] bbox_mAP: 0.3700, bbox_mAP_50: 0.5500, bbox_mAP_75: 0.3950, bbox_mAP_s: 0.2110, bbox_mAP_m: 0.3930, bbox_mAP_l: 0.5070, bbox_mAP_copypaste: 0.370 0.550 0.395 0.211 0.393 0.507, segm_mAP: 0.3260, segm_mAP_50: 0.5230, segm_mAP_75: 0.3440, segm_mAP_s: 0.1500, segm_mAP_m: 0.3460, segm_mAP_l: 0.4960, segm_mAP_copypaste: 0.326 0.523 0.344 0.150 0.346 0.496 2022-06-15 01:42:31,415 - mmdet - INFO - Epoch [4][50/7330] lr: 1.000e-04, eta: 1 day, 10:06:54, time: 6.088, data_time: 5.622, memory: 16043, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2270, s0.acc: 92.8589, s0.loss_bbox: 0.2735, s0.loss_mask: 0.2645, s1.loss_cls: 0.1070, s1.acc: 93.0098, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1283, s2.loss_cls: 0.0505, s2.acc: 93.2847, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0599, loss: 1.3479 2022-06-15 01:42:55,693 - mmdet - INFO - Epoch [4][100/7330] lr: 1.000e-04, eta: 1 day, 10:06:16, time: 0.486, data_time: 0.020, memory: 16043, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2402, s0.acc: 92.2986, s0.loss_bbox: 0.2951, s0.loss_mask: 0.2721, s1.loss_cls: 0.1143, s1.acc: 92.4635, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1315, s2.loss_cls: 0.0540, s2.acc: 92.7710, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0612, loss: 1.4170 2022-06-15 01:43:20,079 - mmdet - INFO - Epoch [4][150/7330] lr: 1.000e-04, eta: 1 day, 10:05:40, time: 0.487, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2262, s0.acc: 92.7502, s0.loss_bbox: 0.2799, s0.loss_mask: 0.2711, s1.loss_cls: 0.1080, s1.acc: 92.9284, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1313, s2.loss_cls: 0.0511, s2.acc: 93.0040, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0613, loss: 1.3738 2022-06-15 01:43:44,572 - mmdet - INFO - Epoch [4][200/7330] lr: 1.000e-04, eta: 1 day, 10:05:05, time: 0.490, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2336, s0.acc: 92.5391, s0.loss_bbox: 0.2907, s0.loss_mask: 0.2679, s1.loss_cls: 0.1103, s1.acc: 92.7771, s1.loss_bbox: 0.1261, s1.loss_mask: 0.1297, s2.loss_cls: 0.0523, s2.acc: 92.9381, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0607, loss: 1.3967 2022-06-15 01:44:08,841 - mmdet - INFO - Epoch [4][250/7330] lr: 1.000e-04, eta: 1 day, 10:04:27, time: 0.485, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2345, s0.acc: 92.6025, s0.loss_bbox: 0.2789, s0.loss_mask: 0.2651, s1.loss_cls: 0.1117, s1.acc: 92.7385, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1291, s2.loss_cls: 0.0524, s2.acc: 93.0650, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0604, loss: 1.3801 2022-06-15 01:44:32,924 - mmdet - INFO - Epoch [4][300/7330] lr: 1.000e-04, eta: 1 day, 10:03:48, time: 0.481, data_time: 0.025, memory: 16043, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2256, s0.acc: 92.6946, s0.loss_bbox: 0.2851, s0.loss_mask: 0.2668, s1.loss_cls: 0.1070, s1.acc: 92.9181, s1.loss_bbox: 0.1251, s1.loss_mask: 0.1298, s2.loss_cls: 0.0502, s2.acc: 93.1366, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0611, loss: 1.3730 2022-06-15 01:44:56,713 - mmdet - INFO - Epoch [4][350/7330] lr: 1.000e-04, eta: 1 day, 10:03:05, time: 0.476, data_time: 0.022, memory: 16043, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2138, s0.acc: 93.0420, s0.loss_bbox: 0.2682, s0.loss_mask: 0.2743, s1.loss_cls: 0.1008, s1.acc: 93.2899, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1328, s2.loss_cls: 0.0478, s2.acc: 93.5031, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0618, loss: 1.3276 2022-06-15 01:45:21,095 - mmdet - INFO - Epoch [4][400/7330] lr: 1.000e-04, eta: 1 day, 10:02:29, time: 0.488, data_time: 0.020, memory: 16043, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2348, s0.acc: 92.4048, s0.loss_bbox: 0.2957, s0.loss_mask: 0.2740, s1.loss_cls: 0.1118, s1.acc: 92.6442, s1.loss_bbox: 0.1291, s1.loss_mask: 0.1341, s2.loss_cls: 0.0535, s2.acc: 92.6219, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0625, loss: 1.4210 2022-06-15 01:45:45,305 - mmdet - INFO - Epoch [4][450/7330] lr: 1.000e-04, eta: 1 day, 10:01:51, time: 0.484, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2291, s0.acc: 92.5684, s0.loss_bbox: 0.2934, s0.loss_mask: 0.2746, s1.loss_cls: 0.1104, s1.acc: 92.6194, s1.loss_bbox: 0.1284, s1.loss_mask: 0.1332, s2.loss_cls: 0.0526, s2.acc: 92.7894, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0628, loss: 1.4109 2022-06-15 01:46:09,138 - mmdet - INFO - Epoch [4][500/7330] lr: 1.000e-04, eta: 1 day, 10:01:09, time: 0.477, data_time: 0.020, memory: 16043, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2335, s0.acc: 92.4514, s0.loss_bbox: 0.2883, s0.loss_mask: 0.2725, s1.loss_cls: 0.1110, s1.acc: 92.5975, s1.loss_bbox: 0.1255, s1.loss_mask: 0.1309, s2.loss_cls: 0.0525, s2.acc: 92.8240, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0610, loss: 1.3927 2022-06-15 01:46:32,580 - mmdet - INFO - Epoch [4][550/7330] lr: 1.000e-04, eta: 1 day, 10:00:23, time: 0.469, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2162, s0.acc: 93.0398, s0.loss_bbox: 0.2717, s0.loss_mask: 0.2640, s1.loss_cls: 0.1040, s1.acc: 93.1409, s1.loss_bbox: 0.1221, s1.loss_mask: 0.1301, s2.loss_cls: 0.0503, s2.acc: 93.2010, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0607, loss: 1.3377 2022-06-15 01:46:56,358 - mmdet - INFO - Epoch [4][600/7330] lr: 1.000e-04, eta: 1 day, 9:59:41, time: 0.476, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2411, s0.acc: 92.3787, s0.loss_bbox: 0.2933, s0.loss_mask: 0.2661, s1.loss_cls: 0.1134, s1.acc: 92.5490, s1.loss_bbox: 0.1262, s1.loss_mask: 0.1288, s2.loss_cls: 0.0538, s2.acc: 92.7532, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0602, loss: 1.4058 2022-06-15 01:47:19,964 - mmdet - INFO - Epoch [4][650/7330] lr: 1.000e-04, eta: 1 day, 9:58:57, time: 0.472, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2282, s0.acc: 92.7546, s0.loss_bbox: 0.2830, s0.loss_mask: 0.2705, s1.loss_cls: 0.1107, s1.acc: 92.7906, s1.loss_bbox: 0.1235, s1.loss_mask: 0.1317, s2.loss_cls: 0.0523, s2.acc: 92.9549, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0615, loss: 1.3815 2022-06-15 01:47:43,114 - mmdet - INFO - Epoch [4][700/7330] lr: 1.000e-04, eta: 1 day, 9:58:08, time: 0.463, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2279, s0.acc: 92.6621, s0.loss_bbox: 0.2770, s0.loss_mask: 0.2729, s1.loss_cls: 0.1095, s1.acc: 92.8839, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1323, s2.loss_cls: 0.0521, s2.acc: 93.0091, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0618, loss: 1.3741 2022-06-15 01:48:06,877 - mmdet - INFO - Epoch [4][750/7330] lr: 1.000e-04, eta: 1 day, 9:57:25, time: 0.473, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2289, s0.acc: 92.7407, s0.loss_bbox: 0.2817, s0.loss_mask: 0.2663, s1.loss_cls: 0.1075, s1.acc: 92.9604, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1305, s2.loss_cls: 0.0508, s2.acc: 93.1391, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0611, loss: 1.3724 2022-06-15 01:48:30,037 - mmdet - INFO - Epoch [4][800/7330] lr: 1.000e-04, eta: 1 day, 9:56:38, time: 0.465, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2292, s0.acc: 92.6587, s0.loss_bbox: 0.2808, s0.loss_mask: 0.2708, s1.loss_cls: 0.1098, s1.acc: 92.7022, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1299, s2.loss_cls: 0.0520, s2.acc: 92.8803, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0604, loss: 1.3712 2022-06-15 01:48:53,876 - mmdet - INFO - Epoch [4][850/7330] lr: 1.000e-04, eta: 1 day, 9:55:56, time: 0.477, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2300, s0.acc: 92.6799, s0.loss_bbox: 0.2819, s0.loss_mask: 0.2686, s1.loss_cls: 0.1104, s1.acc: 92.7267, s1.loss_bbox: 0.1251, s1.loss_mask: 0.1300, s2.loss_cls: 0.0523, s2.acc: 92.9543, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0608, loss: 1.3795 2022-06-15 01:49:17,562 - mmdet - INFO - Epoch [4][900/7330] lr: 1.000e-04, eta: 1 day, 9:55:14, time: 0.474, data_time: 0.021, memory: 16043, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2318, s0.acc: 92.5044, s0.loss_bbox: 0.2874, s0.loss_mask: 0.2658, s1.loss_cls: 0.1099, s1.acc: 92.6672, s1.loss_bbox: 0.1263, s1.loss_mask: 0.1299, s2.loss_cls: 0.0521, s2.acc: 92.7287, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0608, loss: 1.3831 2022-06-15 01:49:40,798 - mmdet - INFO - Epoch [4][950/7330] lr: 1.000e-04, eta: 1 day, 9:54:26, time: 0.465, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2326, s0.acc: 92.7122, s0.loss_bbox: 0.2825, s0.loss_mask: 0.2670, s1.loss_cls: 0.1091, s1.acc: 93.0092, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1295, s2.loss_cls: 0.0517, s2.acc: 93.0527, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0607, loss: 1.3753 2022-06-15 01:50:03,974 - mmdet - INFO - Epoch [4][1000/7330] lr: 1.000e-04, eta: 1 day, 9:53:38, time: 0.463, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2265, s0.acc: 92.6589, s0.loss_bbox: 0.2797, s0.loss_mask: 0.2632, s1.loss_cls: 0.1072, s1.acc: 92.8511, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1286, s2.loss_cls: 0.0514, s2.acc: 92.9775, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0601, loss: 1.3573 2022-06-15 01:50:27,540 - mmdet - INFO - Epoch [4][1050/7330] lr: 1.000e-04, eta: 1 day, 9:52:54, time: 0.471, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2245, s0.acc: 92.6853, s0.loss_bbox: 0.2791, s0.loss_mask: 0.2598, s1.loss_cls: 0.1068, s1.acc: 92.8819, s1.loss_bbox: 0.1229, s1.loss_mask: 0.1261, s2.loss_cls: 0.0510, s2.acc: 92.9778, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0587, loss: 1.3475 2022-06-15 01:50:50,532 - mmdet - INFO - Epoch [4][1100/7330] lr: 1.000e-04, eta: 1 day, 9:52:05, time: 0.460, data_time: 0.020, memory: 16043, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2271, s0.acc: 92.6062, s0.loss_bbox: 0.2876, s0.loss_mask: 0.2697, s1.loss_cls: 0.1074, s1.acc: 92.8981, s1.loss_bbox: 0.1255, s1.loss_mask: 0.1312, s2.loss_cls: 0.0510, s2.acc: 93.0295, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0613, loss: 1.3788 2022-06-15 01:51:13,570 - mmdet - INFO - Epoch [4][1150/7330] lr: 1.000e-04, eta: 1 day, 9:51:16, time: 0.461, data_time: 0.014, memory: 16043, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2222, s0.acc: 92.9075, s0.loss_bbox: 0.2749, s0.loss_mask: 0.2695, s1.loss_cls: 0.1053, s1.acc: 93.0674, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1292, s2.loss_cls: 0.0494, s2.acc: 93.3193, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0602, loss: 1.3452 2022-06-15 01:51:36,853 - mmdet - INFO - Epoch [4][1200/7330] lr: 1.000e-04, eta: 1 day, 9:50:29, time: 0.466, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2397, s0.acc: 92.4475, s0.loss_bbox: 0.2893, s0.loss_mask: 0.2706, s1.loss_cls: 0.1129, s1.acc: 92.6770, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1316, s2.loss_cls: 0.0536, s2.acc: 92.7519, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0608, loss: 1.4065 2022-06-15 01:51:59,688 - mmdet - INFO - Epoch [4][1250/7330] lr: 1.000e-04, eta: 1 day, 9:49:39, time: 0.457, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2220, s0.acc: 92.8083, s0.loss_bbox: 0.2809, s0.loss_mask: 0.2655, s1.loss_cls: 0.1044, s1.acc: 92.9711, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1283, s2.loss_cls: 0.0492, s2.acc: 93.1757, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0601, loss: 1.3459 2022-06-15 01:52:22,769 - mmdet - INFO - Epoch [4][1300/7330] lr: 1.000e-04, eta: 1 day, 9:48:50, time: 0.462, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2145, s0.acc: 93.2429, s0.loss_bbox: 0.2671, s0.loss_mask: 0.2583, s1.loss_cls: 0.1016, s1.acc: 93.3808, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1262, s2.loss_cls: 0.0481, s2.acc: 93.4781, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0588, loss: 1.3092 2022-06-15 01:52:46,247 - mmdet - INFO - Epoch [4][1350/7330] lr: 1.000e-04, eta: 1 day, 9:48:06, time: 0.470, data_time: 0.014, memory: 16043, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2259, s0.acc: 92.5588, s0.loss_bbox: 0.2879, s0.loss_mask: 0.2694, s1.loss_cls: 0.1080, s1.acc: 92.7414, s1.loss_bbox: 0.1249, s1.loss_mask: 0.1309, s2.loss_cls: 0.0511, s2.acc: 92.9974, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0606, loss: 1.3776 2022-06-15 01:53:09,553 - mmdet - INFO - Epoch [4][1400/7330] lr: 1.000e-04, eta: 1 day, 9:47:20, time: 0.466, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2259, s0.acc: 92.6531, s0.loss_bbox: 0.2866, s0.loss_mask: 0.2708, s1.loss_cls: 0.1109, s1.acc: 92.6487, s1.loss_bbox: 0.1269, s1.loss_mask: 0.1323, s2.loss_cls: 0.0534, s2.acc: 92.7656, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0618, loss: 1.3886 2022-06-15 01:53:33,051 - mmdet - INFO - Epoch [4][1450/7330] lr: 1.000e-04, eta: 1 day, 9:46:37, time: 0.470, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2283, s0.acc: 92.7146, s0.loss_bbox: 0.2815, s0.loss_mask: 0.2748, s1.loss_cls: 0.1084, s1.acc: 92.8463, s1.loss_bbox: 0.1246, s1.loss_mask: 0.1335, s2.loss_cls: 0.0508, s2.acc: 92.9476, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0619, loss: 1.3804 2022-06-15 01:53:56,058 - mmdet - INFO - Epoch [4][1500/7330] lr: 1.000e-04, eta: 1 day, 9:45:48, time: 0.460, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2266, s0.acc: 92.7444, s0.loss_bbox: 0.2774, s0.loss_mask: 0.2719, s1.loss_cls: 0.1063, s1.acc: 92.9898, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1326, s2.loss_cls: 0.0504, s2.acc: 93.2264, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0622, loss: 1.3651 2022-06-15 01:54:18,709 - mmdet - INFO - Epoch [4][1550/7330] lr: 1.000e-04, eta: 1 day, 9:44:56, time: 0.453, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2175, s0.acc: 93.1194, s0.loss_bbox: 0.2686, s0.loss_mask: 0.2679, s1.loss_cls: 0.1029, s1.acc: 93.2421, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1286, s2.loss_cls: 0.0485, s2.acc: 93.5626, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0594, loss: 1.3254 2022-06-15 01:54:42,094 - mmdet - INFO - Epoch [4][1600/7330] lr: 1.000e-04, eta: 1 day, 9:44:11, time: 0.468, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2239, s0.acc: 92.8359, s0.loss_bbox: 0.2725, s0.loss_mask: 0.2719, s1.loss_cls: 0.1063, s1.acc: 93.0389, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1313, s2.loss_cls: 0.0502, s2.acc: 93.2979, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0611, loss: 1.3523 2022-06-15 01:55:04,892 - mmdet - INFO - Epoch [4][1650/7330] lr: 1.000e-04, eta: 1 day, 9:43:21, time: 0.456, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2259, s0.acc: 92.7188, s0.loss_bbox: 0.2795, s0.loss_mask: 0.2683, s1.loss_cls: 0.1076, s1.acc: 92.8683, s1.loss_bbox: 0.1232, s1.loss_mask: 0.1293, s2.loss_cls: 0.0516, s2.acc: 92.9417, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0598, loss: 1.3668 2022-06-15 01:55:28,000 - mmdet - INFO - Epoch [4][1700/7330] lr: 1.000e-04, eta: 1 day, 9:42:34, time: 0.462, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2271, s0.acc: 92.7891, s0.loss_bbox: 0.2752, s0.loss_mask: 0.2685, s1.loss_cls: 0.1080, s1.acc: 92.9799, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1305, s2.loss_cls: 0.0517, s2.acc: 93.0254, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0604, loss: 1.3584 2022-06-15 01:55:51,464 - mmdet - INFO - Epoch [4][1750/7330] lr: 1.000e-04, eta: 1 day, 9:41:50, time: 0.469, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2233, s0.acc: 92.7993, s0.loss_bbox: 0.2818, s0.loss_mask: 0.2718, s1.loss_cls: 0.1047, s1.acc: 92.9578, s1.loss_bbox: 0.1240, s1.loss_mask: 0.1322, s2.loss_cls: 0.0487, s2.acc: 93.2655, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0615, loss: 1.3714 2022-06-15 01:56:14,716 - mmdet - INFO - Epoch [4][1800/7330] lr: 1.000e-04, eta: 1 day, 9:41:05, time: 0.465, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2350, s0.acc: 92.5273, s0.loss_bbox: 0.2841, s0.loss_mask: 0.2662, s1.loss_cls: 0.1124, s1.acc: 92.6252, s1.loss_bbox: 0.1241, s1.loss_mask: 0.1291, s2.loss_cls: 0.0532, s2.acc: 92.8246, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0604, loss: 1.3864 2022-06-15 01:56:38,306 - mmdet - INFO - Epoch [4][1850/7330] lr: 1.000e-04, eta: 1 day, 9:40:23, time: 0.472, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2362, s0.acc: 92.4861, s0.loss_bbox: 0.2864, s0.loss_mask: 0.2753, s1.loss_cls: 0.1127, s1.acc: 92.5835, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1333, s2.loss_cls: 0.0533, s2.acc: 92.9171, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0625, loss: 1.4099 2022-06-15 01:57:00,870 - mmdet - INFO - Epoch [4][1900/7330] lr: 1.000e-04, eta: 1 day, 9:39:31, time: 0.451, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2194, s0.acc: 92.9016, s0.loss_bbox: 0.2762, s0.loss_mask: 0.2693, s1.loss_cls: 0.1045, s1.acc: 93.0462, s1.loss_bbox: 0.1213, s1.loss_mask: 0.1314, s2.loss_cls: 0.0491, s2.acc: 93.2649, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0613, loss: 1.3528 2022-06-15 01:57:23,768 - mmdet - INFO - Epoch [4][1950/7330] lr: 1.000e-04, eta: 1 day, 9:38:42, time: 0.458, data_time: 0.021, memory: 16043, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2272, s0.acc: 92.7334, s0.loss_bbox: 0.2857, s0.loss_mask: 0.2659, s1.loss_cls: 0.1075, s1.acc: 92.9069, s1.loss_bbox: 0.1241, s1.loss_mask: 0.1299, s2.loss_cls: 0.0510, s2.acc: 93.1218, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0610, loss: 1.3711 2022-06-15 01:57:46,238 - mmdet - INFO - Epoch [4][2000/7330] lr: 1.000e-04, eta: 1 day, 9:37:49, time: 0.449, data_time: 0.020, memory: 16043, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2232, s0.acc: 92.6873, s0.loss_bbox: 0.2786, s0.loss_mask: 0.2661, s1.loss_cls: 0.1065, s1.acc: 92.9012, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1289, s2.loss_cls: 0.0507, s2.acc: 93.0262, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0603, loss: 1.3546 2022-06-15 01:58:09,267 - mmdet - INFO - Epoch [4][2050/7330] lr: 1.000e-04, eta: 1 day, 9:37:02, time: 0.461, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2214, s0.acc: 92.9102, s0.loss_bbox: 0.2779, s0.loss_mask: 0.2696, s1.loss_cls: 0.1058, s1.acc: 92.9301, s1.loss_bbox: 0.1229, s1.loss_mask: 0.1297, s2.loss_cls: 0.0505, s2.acc: 93.0219, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0605, loss: 1.3568 2022-06-15 01:58:32,485 - mmdet - INFO - Epoch [4][2100/7330] lr: 1.000e-04, eta: 1 day, 9:36:16, time: 0.464, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2249, s0.acc: 92.7910, s0.loss_bbox: 0.2766, s0.loss_mask: 0.2691, s1.loss_cls: 0.1076, s1.acc: 92.8876, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1311, s2.loss_cls: 0.0508, s2.acc: 93.0548, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0610, loss: 1.3638 2022-06-15 01:58:55,327 - mmdet - INFO - Epoch [4][2150/7330] lr: 1.000e-04, eta: 1 day, 9:35:28, time: 0.457, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2189, s0.acc: 92.9717, s0.loss_bbox: 0.2732, s0.loss_mask: 0.2615, s1.loss_cls: 0.1044, s1.acc: 93.0962, s1.loss_bbox: 0.1213, s1.loss_mask: 0.1281, s2.loss_cls: 0.0493, s2.acc: 93.1721, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0599, loss: 1.3294 2022-06-15 01:59:18,728 - mmdet - INFO - Epoch [4][2200/7330] lr: 1.000e-04, eta: 1 day, 9:34:44, time: 0.468, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2152, s0.acc: 92.9753, s0.loss_bbox: 0.2773, s0.loss_mask: 0.2618, s1.loss_cls: 0.1025, s1.acc: 93.0563, s1.loss_bbox: 0.1213, s1.loss_mask: 0.1275, s2.loss_cls: 0.0486, s2.acc: 93.2801, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0591, loss: 1.3245 2022-06-15 01:59:41,504 - mmdet - INFO - Epoch [4][2250/7330] lr: 1.000e-04, eta: 1 day, 9:33:55, time: 0.456, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2174, s0.acc: 92.9343, s0.loss_bbox: 0.2768, s0.loss_mask: 0.2681, s1.loss_cls: 0.1039, s1.acc: 93.1277, s1.loss_bbox: 0.1213, s1.loss_mask: 0.1303, s2.loss_cls: 0.0495, s2.acc: 93.3482, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0605, loss: 1.3467 2022-06-15 02:00:07,535 - mmdet - INFO - Epoch [4][2300/7330] lr: 1.000e-04, eta: 1 day, 9:33:37, time: 0.520, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2232, s0.acc: 92.7207, s0.loss_bbox: 0.2837, s0.loss_mask: 0.2684, s1.loss_cls: 0.1053, s1.acc: 92.9555, s1.loss_bbox: 0.1248, s1.loss_mask: 0.1309, s2.loss_cls: 0.0496, s2.acc: 93.1418, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0613, loss: 1.3660 2022-06-15 02:00:30,770 - mmdet - INFO - Epoch [4][2350/7330] lr: 1.000e-04, eta: 1 day, 9:32:53, time: 0.466, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2258, s0.acc: 92.7437, s0.loss_bbox: 0.2797, s0.loss_mask: 0.2691, s1.loss_cls: 0.1069, s1.acc: 92.9548, s1.loss_bbox: 0.1247, s1.loss_mask: 0.1300, s2.loss_cls: 0.0508, s2.acc: 93.0616, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0606, loss: 1.3688 2022-06-15 02:00:53,750 - mmdet - INFO - Epoch [4][2400/7330] lr: 1.000e-04, eta: 1 day, 9:32:06, time: 0.460, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2172, s0.acc: 93.0652, s0.loss_bbox: 0.2701, s0.loss_mask: 0.2702, s1.loss_cls: 0.1023, s1.acc: 93.2428, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1327, s2.loss_cls: 0.0488, s2.acc: 93.3421, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0623, loss: 1.3422 2022-06-15 02:01:17,476 - mmdet - INFO - Epoch [4][2450/7330] lr: 1.000e-04, eta: 1 day, 9:31:26, time: 0.475, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2178, s0.acc: 93.1213, s0.loss_bbox: 0.2658, s0.loss_mask: 0.2684, s1.loss_cls: 0.1034, s1.acc: 93.2974, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1311, s2.loss_cls: 0.0494, s2.acc: 93.4292, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0608, loss: 1.3290 2022-06-15 02:01:41,430 - mmdet - INFO - Epoch [4][2500/7330] lr: 1.000e-04, eta: 1 day, 9:30:49, time: 0.479, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2241, s0.acc: 92.8350, s0.loss_bbox: 0.2799, s0.loss_mask: 0.2639, s1.loss_cls: 0.1057, s1.acc: 93.0287, s1.loss_bbox: 0.1229, s1.loss_mask: 0.1278, s2.loss_cls: 0.0501, s2.acc: 93.2538, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0597, loss: 1.3515 2022-06-15 02:02:05,056 - mmdet - INFO - Epoch [4][2550/7330] lr: 1.000e-04, eta: 1 day, 9:30:08, time: 0.473, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2228, s0.acc: 92.8142, s0.loss_bbox: 0.2764, s0.loss_mask: 0.2628, s1.loss_cls: 0.1053, s1.acc: 92.9412, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1275, s2.loss_cls: 0.0492, s2.acc: 93.1527, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0596, loss: 1.3409 2022-06-15 02:02:28,150 - mmdet - INFO - Epoch [4][2600/7330] lr: 1.000e-04, eta: 1 day, 9:29:23, time: 0.462, data_time: 0.014, memory: 16043, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2212, s0.acc: 92.8318, s0.loss_bbox: 0.2768, s0.loss_mask: 0.2710, s1.loss_cls: 0.1053, s1.acc: 93.0192, s1.loss_bbox: 0.1216, s1.loss_mask: 0.1318, s2.loss_cls: 0.0498, s2.acc: 93.1980, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0608, loss: 1.3536 2022-06-15 02:02:50,957 - mmdet - INFO - Epoch [4][2650/7330] lr: 1.000e-04, eta: 1 day, 9:28:34, time: 0.456, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.2160, s0.acc: 93.2703, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2615, s1.loss_cls: 0.1015, s1.acc: 93.4011, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1276, s2.loss_cls: 0.0477, s2.acc: 93.6207, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0594, loss: 1.2911 2022-06-15 02:03:14,361 - mmdet - INFO - Epoch [4][2700/7330] lr: 1.000e-04, eta: 1 day, 9:27:49, time: 0.463, data_time: 0.014, memory: 16043, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2332, s0.acc: 92.5269, s0.loss_bbox: 0.2861, s0.loss_mask: 0.2761, s1.loss_cls: 0.1097, s1.acc: 92.7470, s1.loss_bbox: 0.1249, s1.loss_mask: 0.1346, s2.loss_cls: 0.0526, s2.acc: 92.8093, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0625, loss: 1.4060 2022-06-15 02:03:38,459 - mmdet - INFO - Epoch [4][2750/7330] lr: 1.000e-04, eta: 1 day, 9:27:16, time: 0.487, data_time: 0.021, memory: 16043, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2298, s0.acc: 92.5061, s0.loss_bbox: 0.2902, s0.loss_mask: 0.2691, s1.loss_cls: 0.1099, s1.acc: 92.6083, s1.loss_bbox: 0.1262, s1.loss_mask: 0.1310, s2.loss_cls: 0.0520, s2.acc: 92.8255, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0609, loss: 1.3914 2022-06-15 02:04:01,839 - mmdet - INFO - Epoch [4][2800/7330] lr: 1.000e-04, eta: 1 day, 9:26:34, time: 0.467, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2228, s0.acc: 92.7490, s0.loss_bbox: 0.2749, s0.loss_mask: 0.2609, s1.loss_cls: 0.1052, s1.acc: 93.0021, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1265, s2.loss_cls: 0.0502, s2.acc: 93.1884, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0590, loss: 1.3351 2022-06-15 02:04:25,036 - mmdet - INFO - Epoch [4][2850/7330] lr: 1.000e-04, eta: 1 day, 9:25:49, time: 0.464, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2226, s0.acc: 92.8333, s0.loss_bbox: 0.2691, s0.loss_mask: 0.2648, s1.loss_cls: 0.1056, s1.acc: 93.0451, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1277, s2.loss_cls: 0.0500, s2.acc: 93.1855, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0591, loss: 1.3331 2022-06-15 02:04:49,124 - mmdet - INFO - Epoch [4][2900/7330] lr: 1.000e-04, eta: 1 day, 9:25:14, time: 0.482, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2269, s0.acc: 92.6714, s0.loss_bbox: 0.2818, s0.loss_mask: 0.2725, s1.loss_cls: 0.1089, s1.acc: 92.7732, s1.loss_bbox: 0.1240, s1.loss_mask: 0.1323, s2.loss_cls: 0.0518, s2.acc: 92.9109, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0615, loss: 1.3755 2022-06-15 02:05:12,729 - mmdet - INFO - Epoch [4][2950/7330] lr: 1.000e-04, eta: 1 day, 9:24:34, time: 0.472, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2218, s0.acc: 92.7810, s0.loss_bbox: 0.2791, s0.loss_mask: 0.2655, s1.loss_cls: 0.1071, s1.acc: 92.9211, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1282, s2.loss_cls: 0.0515, s2.acc: 92.9020, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0599, loss: 1.3563 2022-06-15 02:05:36,107 - mmdet - INFO - Epoch [4][3000/7330] lr: 1.000e-04, eta: 1 day, 9:23:51, time: 0.467, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2251, s0.acc: 92.7046, s0.loss_bbox: 0.2844, s0.loss_mask: 0.2631, s1.loss_cls: 0.1072, s1.acc: 92.7999, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1280, s2.loss_cls: 0.0511, s2.acc: 92.9567, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0600, loss: 1.3663 2022-06-15 02:05:59,837 - mmdet - INFO - Epoch [4][3050/7330] lr: 1.000e-04, eta: 1 day, 9:23:12, time: 0.475, data_time: 0.023, memory: 16043, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2301, s0.acc: 92.5740, s0.loss_bbox: 0.2850, s0.loss_mask: 0.2706, s1.loss_cls: 0.1086, s1.acc: 92.7518, s1.loss_bbox: 0.1246, s1.loss_mask: 0.1327, s2.loss_cls: 0.0519, s2.acc: 92.9026, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0619, loss: 1.3822 2022-06-15 02:06:23,005 - mmdet - INFO - Epoch [4][3100/7330] lr: 1.000e-04, eta: 1 day, 9:22:28, time: 0.463, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2278, s0.acc: 92.6941, s0.loss_bbox: 0.2873, s0.loss_mask: 0.2743, s1.loss_cls: 0.1069, s1.acc: 93.0486, s1.loss_bbox: 0.1254, s1.loss_mask: 0.1342, s2.loss_cls: 0.0506, s2.acc: 93.1942, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0620, loss: 1.3929 2022-06-15 02:06:45,975 - mmdet - INFO - Epoch [4][3150/7330] lr: 1.000e-04, eta: 1 day, 9:21:42, time: 0.460, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2287, s0.acc: 92.7229, s0.loss_bbox: 0.2777, s0.loss_mask: 0.2600, s1.loss_cls: 0.1089, s1.acc: 92.8527, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1262, s2.loss_cls: 0.0518, s2.acc: 93.0013, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0587, loss: 1.3497 2022-06-15 02:07:08,952 - mmdet - INFO - Epoch [4][3200/7330] lr: 1.000e-04, eta: 1 day, 9:20:57, time: 0.460, data_time: 0.014, memory: 16043, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2345, s0.acc: 92.5315, s0.loss_bbox: 0.2809, s0.loss_mask: 0.2724, s1.loss_cls: 0.1108, s1.acc: 92.8113, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1330, s2.loss_cls: 0.0520, s2.acc: 93.0322, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0623, loss: 1.3908 2022-06-15 02:07:31,882 - mmdet - INFO - Epoch [4][3250/7330] lr: 1.000e-04, eta: 1 day, 9:20:10, time: 0.458, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2151, s0.acc: 92.9475, s0.loss_bbox: 0.2734, s0.loss_mask: 0.2655, s1.loss_cls: 0.1013, s1.acc: 93.2344, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1294, s2.loss_cls: 0.0482, s2.acc: 93.4750, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0607, loss: 1.3279 2022-06-15 02:07:54,540 - mmdet - INFO - Epoch [4][3300/7330] lr: 1.000e-04, eta: 1 day, 9:19:22, time: 0.454, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2128, s0.acc: 93.0835, s0.loss_bbox: 0.2729, s0.loss_mask: 0.2695, s1.loss_cls: 0.1007, s1.acc: 93.2789, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1320, s2.loss_cls: 0.0478, s2.acc: 93.4168, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0616, loss: 1.3287 2022-06-15 02:08:17,294 - mmdet - INFO - Epoch [4][3350/7330] lr: 1.000e-04, eta: 1 day, 9:18:34, time: 0.455, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2264, s0.acc: 92.6606, s0.loss_bbox: 0.2807, s0.loss_mask: 0.2664, s1.loss_cls: 0.1064, s1.acc: 92.8810, s1.loss_bbox: 0.1221, s1.loss_mask: 0.1277, s2.loss_cls: 0.0501, s2.acc: 93.1484, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0594, loss: 1.3573 2022-06-15 02:08:39,612 - mmdet - INFO - Epoch [4][3400/7330] lr: 1.000e-04, eta: 1 day, 9:17:43, time: 0.446, data_time: 0.013, memory: 16043, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2172, s0.acc: 93.0378, s0.loss_bbox: 0.2660, s0.loss_mask: 0.2648, s1.loss_cls: 0.1035, s1.acc: 93.1477, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1289, s2.loss_cls: 0.0492, s2.acc: 93.2436, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0596, loss: 1.3121 2022-06-15 02:09:01,836 - mmdet - INFO - Epoch [4][3450/7330] lr: 1.000e-04, eta: 1 day, 9:16:50, time: 0.444, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2093, s0.acc: 93.1902, s0.loss_bbox: 0.2695, s0.loss_mask: 0.2707, s1.loss_cls: 0.1001, s1.acc: 93.3533, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1331, s2.loss_cls: 0.0480, s2.acc: 93.4022, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0627, loss: 1.3254 2022-06-15 02:09:24,570 - mmdet - INFO - Epoch [4][3500/7330] lr: 1.000e-04, eta: 1 day, 9:16:03, time: 0.455, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2259, s0.acc: 92.6663, s0.loss_bbox: 0.2856, s0.loss_mask: 0.2752, s1.loss_cls: 0.1082, s1.acc: 92.7675, s1.loss_bbox: 0.1247, s1.loss_mask: 0.1334, s2.loss_cls: 0.0505, s2.acc: 93.0662, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0618, loss: 1.3854 2022-06-15 02:09:46,887 - mmdet - INFO - Epoch [4][3550/7330] lr: 1.000e-04, eta: 1 day, 9:15:12, time: 0.446, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2217, s0.acc: 92.7981, s0.loss_bbox: 0.2783, s0.loss_mask: 0.2653, s1.loss_cls: 0.1054, s1.acc: 92.9798, s1.loss_bbox: 0.1212, s1.loss_mask: 0.1284, s2.loss_cls: 0.0493, s2.acc: 93.2106, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0600, loss: 1.3470 2022-06-15 02:10:09,233 - mmdet - INFO - Epoch [4][3600/7330] lr: 1.000e-04, eta: 1 day, 9:14:21, time: 0.447, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2200, s0.acc: 92.9629, s0.loss_bbox: 0.2714, s0.loss_mask: 0.2694, s1.loss_cls: 0.1038, s1.acc: 93.2485, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1304, s2.loss_cls: 0.0489, s2.acc: 93.4587, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0613, loss: 1.3369 2022-06-15 02:10:31,620 - mmdet - INFO - Epoch [4][3650/7330] lr: 1.000e-04, eta: 1 day, 9:13:30, time: 0.448, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2136, s0.acc: 93.0889, s0.loss_bbox: 0.2718, s0.loss_mask: 0.2657, s1.loss_cls: 0.1004, s1.acc: 93.2019, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1302, s2.loss_cls: 0.0473, s2.acc: 93.4472, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0611, loss: 1.3240 2022-06-15 02:10:54,146 - mmdet - INFO - Epoch [4][3700/7330] lr: 1.000e-04, eta: 1 day, 9:12:41, time: 0.451, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2205, s0.acc: 92.9944, s0.loss_bbox: 0.2793, s0.loss_mask: 0.2618, s1.loss_cls: 0.1033, s1.acc: 93.2422, s1.loss_bbox: 0.1235, s1.loss_mask: 0.1283, s2.loss_cls: 0.0494, s2.acc: 93.3206, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0601, loss: 1.3390 2022-06-15 02:11:16,862 - mmdet - INFO - Epoch [4][3750/7330] lr: 1.000e-04, eta: 1 day, 9:11:54, time: 0.454, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2237, s0.acc: 92.7659, s0.loss_bbox: 0.2762, s0.loss_mask: 0.2715, s1.loss_cls: 0.1059, s1.acc: 92.9693, s1.loss_bbox: 0.1211, s1.loss_mask: 0.1328, s2.loss_cls: 0.0507, s2.acc: 93.1209, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0623, loss: 1.3649 2022-06-15 02:11:39,541 - mmdet - INFO - Epoch [4][3800/7330] lr: 1.000e-04, eta: 1 day, 9:11:07, time: 0.454, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2258, s0.acc: 92.8997, s0.loss_bbox: 0.2746, s0.loss_mask: 0.2718, s1.loss_cls: 0.1058, s1.acc: 93.0619, s1.loss_bbox: 0.1216, s1.loss_mask: 0.1315, s2.loss_cls: 0.0502, s2.acc: 93.2338, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0615, loss: 1.3571 2022-06-15 02:12:02,077 - mmdet - INFO - Epoch [4][3850/7330] lr: 1.000e-04, eta: 1 day, 9:10:18, time: 0.451, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2261, s0.acc: 92.7268, s0.loss_bbox: 0.2805, s0.loss_mask: 0.2725, s1.loss_cls: 0.1088, s1.acc: 92.7567, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1305, s2.loss_cls: 0.0520, s2.acc: 92.9976, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0603, loss: 1.3731 2022-06-15 02:12:25,017 - mmdet - INFO - Epoch [4][3900/7330] lr: 1.000e-04, eta: 1 day, 9:09:31, time: 0.454, data_time: 0.014, memory: 16043, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2237, s0.acc: 92.8901, s0.loss_bbox: 0.2694, s0.loss_mask: 0.2617, s1.loss_cls: 0.1074, s1.acc: 92.9554, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1277, s2.loss_cls: 0.0508, s2.acc: 93.1500, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0596, loss: 1.3323 2022-06-15 02:12:47,782 - mmdet - INFO - Epoch [4][3950/7330] lr: 1.000e-04, eta: 1 day, 9:08:47, time: 0.460, data_time: 0.023, memory: 16043, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2148, s0.acc: 93.2295, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2609, s1.loss_cls: 0.1016, s1.acc: 93.3612, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1275, s2.loss_cls: 0.0479, s2.acc: 93.5652, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0596, loss: 1.2978 2022-06-15 02:13:10,232 - mmdet - INFO - Epoch [4][4000/7330] lr: 1.000e-04, eta: 1 day, 9:07:58, time: 0.449, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2260, s0.acc: 92.8186, s0.loss_bbox: 0.2791, s0.loss_mask: 0.2733, s1.loss_cls: 0.1069, s1.acc: 92.9674, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1337, s2.loss_cls: 0.0504, s2.acc: 93.1687, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0627, loss: 1.3762 2022-06-15 02:13:33,403 - mmdet - INFO - Epoch [4][4050/7330] lr: 1.000e-04, eta: 1 day, 9:07:16, time: 0.463, data_time: 0.020, memory: 16043, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2169, s0.acc: 92.9895, s0.loss_bbox: 0.2736, s0.loss_mask: 0.2623, s1.loss_cls: 0.1038, s1.acc: 93.0730, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1295, s2.loss_cls: 0.0496, s2.acc: 93.1805, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0602, loss: 1.3336 2022-06-15 02:13:56,279 - mmdet - INFO - Epoch [4][4100/7330] lr: 1.000e-04, eta: 1 day, 9:06:31, time: 0.458, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2226, s0.acc: 92.7847, s0.loss_bbox: 0.2770, s0.loss_mask: 0.2699, s1.loss_cls: 0.1058, s1.acc: 92.9931, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1318, s2.loss_cls: 0.0502, s2.acc: 93.1165, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0618, loss: 1.3589 2022-06-15 02:14:19,704 - mmdet - INFO - Epoch [4][4150/7330] lr: 1.000e-04, eta: 1 day, 9:05:51, time: 0.468, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2271, s0.acc: 92.7058, s0.loss_bbox: 0.2780, s0.loss_mask: 0.2690, s1.loss_cls: 0.1075, s1.acc: 92.8678, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1326, s2.loss_cls: 0.0517, s2.acc: 92.9929, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0616, loss: 1.3742 2022-06-15 02:14:42,611 - mmdet - INFO - Epoch [4][4200/7330] lr: 1.000e-04, eta: 1 day, 9:05:06, time: 0.458, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2264, s0.acc: 92.7961, s0.loss_bbox: 0.2723, s0.loss_mask: 0.2646, s1.loss_cls: 0.1084, s1.acc: 92.9111, s1.loss_bbox: 0.1197, s1.loss_mask: 0.1289, s2.loss_cls: 0.0514, s2.acc: 93.1012, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0599, loss: 1.3502 2022-06-15 02:15:05,815 - mmdet - INFO - Epoch [4][4250/7330] lr: 1.000e-04, eta: 1 day, 9:04:24, time: 0.464, data_time: 0.021, memory: 16043, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2235, s0.acc: 92.7510, s0.loss_bbox: 0.2791, s0.loss_mask: 0.2731, s1.loss_cls: 0.1070, s1.acc: 92.8752, s1.loss_bbox: 0.1216, s1.loss_mask: 0.1320, s2.loss_cls: 0.0506, s2.acc: 93.1473, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0617, loss: 1.3655 2022-06-15 02:15:29,191 - mmdet - INFO - Epoch [4][4300/7330] lr: 1.000e-04, eta: 1 day, 9:03:44, time: 0.467, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2213, s0.acc: 92.9155, s0.loss_bbox: 0.2746, s0.loss_mask: 0.2687, s1.loss_cls: 0.1028, s1.acc: 93.2291, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1302, s2.loss_cls: 0.0493, s2.acc: 93.3968, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0605, loss: 1.3455 2022-06-15 02:15:52,356 - mmdet - INFO - Epoch [4][4350/7330] lr: 1.000e-04, eta: 1 day, 9:03:02, time: 0.463, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2269, s0.acc: 92.6680, s0.loss_bbox: 0.2808, s0.loss_mask: 0.2707, s1.loss_cls: 0.1096, s1.acc: 92.7915, s1.loss_bbox: 0.1224, s1.loss_mask: 0.1308, s2.loss_cls: 0.0521, s2.acc: 92.9589, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0611, loss: 1.3726 2022-06-15 02:16:15,710 - mmdet - INFO - Epoch [4][4400/7330] lr: 1.000e-04, eta: 1 day, 9:02:22, time: 0.467, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2291, s0.acc: 92.7075, s0.loss_bbox: 0.2799, s0.loss_mask: 0.2632, s1.loss_cls: 0.1090, s1.acc: 92.7669, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1285, s2.loss_cls: 0.0518, s2.acc: 92.9225, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0595, loss: 1.3640 2022-06-15 02:16:38,539 - mmdet - INFO - Epoch [4][4450/7330] lr: 1.000e-04, eta: 1 day, 9:01:37, time: 0.457, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2245, s0.acc: 92.7734, s0.loss_bbox: 0.2827, s0.loss_mask: 0.2706, s1.loss_cls: 0.1049, s1.acc: 92.9529, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1317, s2.loss_cls: 0.0495, s2.acc: 93.1229, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0613, loss: 1.3636 2022-06-15 02:17:01,432 - mmdet - INFO - Epoch [4][4500/7330] lr: 1.000e-04, eta: 1 day, 9:00:52, time: 0.458, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2195, s0.acc: 92.8706, s0.loss_bbox: 0.2692, s0.loss_mask: 0.2645, s1.loss_cls: 0.1053, s1.acc: 93.0390, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1285, s2.loss_cls: 0.0499, s2.acc: 93.1516, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0599, loss: 1.3269 2022-06-15 02:17:24,806 - mmdet - INFO - Epoch [4][4550/7330] lr: 1.000e-04, eta: 1 day, 9:00:13, time: 0.468, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2294, s0.acc: 92.7317, s0.loss_bbox: 0.2798, s0.loss_mask: 0.2683, s1.loss_cls: 0.1090, s1.acc: 92.8933, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1308, s2.loss_cls: 0.0514, s2.acc: 93.0884, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0611, loss: 1.3759 2022-06-15 02:17:47,306 - mmdet - INFO - Epoch [4][4600/7330] lr: 1.000e-04, eta: 1 day, 8:59:25, time: 0.450, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2331, s0.acc: 92.5891, s0.loss_bbox: 0.2831, s0.loss_mask: 0.2678, s1.loss_cls: 0.1101, s1.acc: 92.9060, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1298, s2.loss_cls: 0.0527, s2.acc: 93.0293, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0613, loss: 1.3807 2022-06-15 02:18:09,834 - mmdet - INFO - Epoch [4][4650/7330] lr: 1.000e-04, eta: 1 day, 8:58:38, time: 0.450, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2301, s0.acc: 92.5420, s0.loss_bbox: 0.2841, s0.loss_mask: 0.2665, s1.loss_cls: 0.1078, s1.acc: 92.6709, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1296, s2.loss_cls: 0.0512, s2.acc: 92.9218, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0604, loss: 1.3729 2022-06-15 02:18:32,784 - mmdet - INFO - Epoch [4][4700/7330] lr: 1.000e-04, eta: 1 day, 8:57:54, time: 0.459, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2235, s0.acc: 92.6125, s0.loss_bbox: 0.2863, s0.loss_mask: 0.2695, s1.loss_cls: 0.1065, s1.acc: 92.8275, s1.loss_bbox: 0.1250, s1.loss_mask: 0.1312, s2.loss_cls: 0.0506, s2.acc: 93.0008, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0610, loss: 1.3745 2022-06-15 02:18:54,896 - mmdet - INFO - Epoch [4][4750/7330] lr: 1.000e-04, eta: 1 day, 8:57:04, time: 0.442, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2088, s0.acc: 93.3660, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2640, s1.loss_cls: 0.0981, s1.acc: 93.5178, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1271, s2.loss_cls: 0.0468, s2.acc: 93.7127, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0591, loss: 1.2936 2022-06-15 02:19:17,549 - mmdet - INFO - Epoch [4][4800/7330] lr: 1.000e-04, eta: 1 day, 8:56:18, time: 0.453, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2283, s0.acc: 92.6643, s0.loss_bbox: 0.2781, s0.loss_mask: 0.2646, s1.loss_cls: 0.1083, s1.acc: 92.8654, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1287, s2.loss_cls: 0.0510, s2.acc: 93.0868, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0600, loss: 1.3612 2022-06-15 02:19:40,103 - mmdet - INFO - Epoch [4][4850/7330] lr: 1.000e-04, eta: 1 day, 8:55:31, time: 0.451, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2306, s0.acc: 92.6760, s0.loss_bbox: 0.2792, s0.loss_mask: 0.2709, s1.loss_cls: 0.1105, s1.acc: 92.7582, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1318, s2.loss_cls: 0.0517, s2.acc: 93.1229, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0614, loss: 1.3766 2022-06-15 02:20:02,692 - mmdet - INFO - Epoch [4][4900/7330] lr: 1.000e-04, eta: 1 day, 8:54:45, time: 0.452, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2245, s0.acc: 92.6199, s0.loss_bbox: 0.2830, s0.loss_mask: 0.2649, s1.loss_cls: 0.1068, s1.acc: 92.7308, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1290, s2.loss_cls: 0.0509, s2.acc: 93.0146, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0604, loss: 1.3622 2022-06-15 02:20:25,212 - mmdet - INFO - Epoch [4][4950/7330] lr: 1.000e-04, eta: 1 day, 8:53:58, time: 0.450, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2206, s0.acc: 92.8147, s0.loss_bbox: 0.2749, s0.loss_mask: 0.2642, s1.loss_cls: 0.1054, s1.acc: 92.9031, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1277, s2.loss_cls: 0.0497, s2.acc: 93.2223, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0592, loss: 1.3374 2022-06-15 02:20:47,824 - mmdet - INFO - Epoch [4][5000/7330] lr: 1.000e-04, eta: 1 day, 8:53:12, time: 0.452, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2234, s0.acc: 92.9417, s0.loss_bbox: 0.2757, s0.loss_mask: 0.2679, s1.loss_cls: 0.1062, s1.acc: 93.0997, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1306, s2.loss_cls: 0.0508, s2.acc: 93.0928, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0611, loss: 1.3563 2022-06-15 02:21:11,088 - mmdet - INFO - Epoch [4][5050/7330] lr: 1.000e-04, eta: 1 day, 8:52:32, time: 0.465, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2168, s0.acc: 93.1316, s0.loss_bbox: 0.2709, s0.loss_mask: 0.2613, s1.loss_cls: 0.1034, s1.acc: 93.2965, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1273, s2.loss_cls: 0.0495, s2.acc: 93.4156, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0591, loss: 1.3204 2022-06-15 02:21:35,076 - mmdet - INFO - Epoch [4][5100/7330] lr: 1.000e-04, eta: 1 day, 8:51:57, time: 0.477, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2381, s0.acc: 92.4080, s0.loss_bbox: 0.2901, s0.loss_mask: 0.2709, s1.loss_cls: 0.1135, s1.acc: 92.5919, s1.loss_bbox: 0.1268, s1.loss_mask: 0.1313, s2.loss_cls: 0.0536, s2.acc: 92.8169, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0611, loss: 1.4067 2022-06-15 02:21:58,936 - mmdet - INFO - Epoch [4][5150/7330] lr: 1.000e-04, eta: 1 day, 8:51:23, time: 0.480, data_time: 0.023, memory: 16043, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2284, s0.acc: 92.7080, s0.loss_bbox: 0.2758, s0.loss_mask: 0.2683, s1.loss_cls: 0.1092, s1.acc: 92.8891, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1322, s2.loss_cls: 0.0521, s2.acc: 93.0064, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0620, loss: 1.3695 2022-06-15 02:22:21,843 - mmdet - INFO - Epoch [4][5200/7330] lr: 1.000e-04, eta: 1 day, 8:50:40, time: 0.458, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2181, s0.acc: 93.0081, s0.loss_bbox: 0.2692, s0.loss_mask: 0.2760, s1.loss_cls: 0.1038, s1.acc: 93.1853, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1340, s2.loss_cls: 0.0488, s2.acc: 93.4119, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0621, loss: 1.3454 2022-06-15 02:22:44,863 - mmdet - INFO - Epoch [4][5250/7330] lr: 1.000e-04, eta: 1 day, 8:49:58, time: 0.460, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2116, s0.acc: 93.2603, s0.loss_bbox: 0.2654, s0.loss_mask: 0.2631, s1.loss_cls: 0.0996, s1.acc: 93.4396, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1282, s2.loss_cls: 0.0477, s2.acc: 93.5132, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0599, loss: 1.3034 2022-06-15 02:23:07,710 - mmdet - INFO - Epoch [4][5300/7330] lr: 1.000e-04, eta: 1 day, 8:49:15, time: 0.457, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2226, s0.acc: 92.8726, s0.loss_bbox: 0.2681, s0.loss_mask: 0.2608, s1.loss_cls: 0.1073, s1.acc: 92.9614, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1267, s2.loss_cls: 0.0513, s2.acc: 93.1082, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0590, loss: 1.3275 2022-06-15 02:23:31,487 - mmdet - INFO - Epoch [4][5350/7330] lr: 1.000e-04, eta: 1 day, 8:48:40, time: 0.476, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2305, s0.acc: 92.7075, s0.loss_bbox: 0.2827, s0.loss_mask: 0.2713, s1.loss_cls: 0.1086, s1.acc: 92.8937, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1307, s2.loss_cls: 0.0511, s2.acc: 93.0380, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0613, loss: 1.3833 2022-06-15 02:23:54,774 - mmdet - INFO - Epoch [4][5400/7330] lr: 1.000e-04, eta: 1 day, 8:48:00, time: 0.465, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2257, s0.acc: 92.7761, s0.loss_bbox: 0.2768, s0.loss_mask: 0.2669, s1.loss_cls: 0.1056, s1.acc: 92.9800, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1300, s2.loss_cls: 0.0506, s2.acc: 93.1674, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0606, loss: 1.3556 2022-06-15 02:24:17,878 - mmdet - INFO - Epoch [4][5450/7330] lr: 1.000e-04, eta: 1 day, 8:47:19, time: 0.462, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2246, s0.acc: 92.7302, s0.loss_bbox: 0.2807, s0.loss_mask: 0.2678, s1.loss_cls: 0.1064, s1.acc: 92.9765, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1312, s2.loss_cls: 0.0513, s2.acc: 92.9389, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0608, loss: 1.3675 2022-06-15 02:24:40,609 - mmdet - INFO - Epoch [4][5500/7330] lr: 1.000e-04, eta: 1 day, 8:46:35, time: 0.455, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2172, s0.acc: 92.9556, s0.loss_bbox: 0.2681, s0.loss_mask: 0.2624, s1.loss_cls: 0.1043, s1.acc: 93.0501, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1284, s2.loss_cls: 0.0497, s2.acc: 93.1145, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0596, loss: 1.3261 2022-06-15 02:25:03,525 - mmdet - INFO - Epoch [4][5550/7330] lr: 1.000e-04, eta: 1 day, 8:45:53, time: 0.458, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2122, s0.acc: 92.9824, s0.loss_bbox: 0.2741, s0.loss_mask: 0.2629, s1.loss_cls: 0.1021, s1.acc: 93.0823, s1.loss_bbox: 0.1227, s1.loss_mask: 0.1281, s2.loss_cls: 0.0497, s2.acc: 93.0659, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0599, loss: 1.3282 2022-06-15 02:25:26,324 - mmdet - INFO - Epoch [4][5600/7330] lr: 1.000e-04, eta: 1 day, 8:45:09, time: 0.456, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2285, s0.acc: 92.5637, s0.loss_bbox: 0.2810, s0.loss_mask: 0.2673, s1.loss_cls: 0.1081, s1.acc: 92.6999, s1.loss_bbox: 0.1241, s1.loss_mask: 0.1300, s2.loss_cls: 0.0512, s2.acc: 92.9815, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0606, loss: 1.3679 2022-06-15 02:25:49,055 - mmdet - INFO - Epoch [4][5650/7330] lr: 1.000e-04, eta: 1 day, 8:44:25, time: 0.454, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2125, s0.acc: 93.3086, s0.loss_bbox: 0.2655, s0.loss_mask: 0.2612, s1.loss_cls: 0.1009, s1.acc: 93.3983, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1275, s2.loss_cls: 0.0479, s2.acc: 93.5510, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0593, loss: 1.3037 2022-06-15 02:26:11,961 - mmdet - INFO - Epoch [4][5700/7330] lr: 1.000e-04, eta: 1 day, 8:43:43, time: 0.459, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2374, s0.acc: 92.4023, s0.loss_bbox: 0.2888, s0.loss_mask: 0.2676, s1.loss_cls: 0.1129, s1.acc: 92.5240, s1.loss_bbox: 0.1264, s1.loss_mask: 0.1286, s2.loss_cls: 0.0540, s2.acc: 92.6399, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0596, loss: 1.3943 2022-06-15 02:26:34,750 - mmdet - INFO - Epoch [4][5750/7330] lr: 1.000e-04, eta: 1 day, 8:43:00, time: 0.456, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2176, s0.acc: 92.9885, s0.loss_bbox: 0.2707, s0.loss_mask: 0.2599, s1.loss_cls: 0.1028, s1.acc: 93.2073, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1274, s2.loss_cls: 0.0489, s2.acc: 93.3947, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0594, loss: 1.3211 2022-06-15 02:26:58,139 - mmdet - INFO - Epoch [4][5800/7330] lr: 1.000e-04, eta: 1 day, 8:42:21, time: 0.467, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2206, s0.acc: 92.8762, s0.loss_bbox: 0.2739, s0.loss_mask: 0.2676, s1.loss_cls: 0.1044, s1.acc: 93.0522, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1309, s2.loss_cls: 0.0497, s2.acc: 93.0602, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0612, loss: 1.3451 2022-06-15 02:27:21,406 - mmdet - INFO - Epoch [4][5850/7330] lr: 1.000e-04, eta: 1 day, 8:41:42, time: 0.465, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2253, s0.acc: 92.8545, s0.loss_bbox: 0.2761, s0.loss_mask: 0.2693, s1.loss_cls: 0.1074, s1.acc: 93.0341, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1307, s2.loss_cls: 0.0506, s2.acc: 93.2076, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0615, loss: 1.3621 2022-06-15 02:27:44,993 - mmdet - INFO - Epoch [4][5900/7330] lr: 1.000e-04, eta: 1 day, 8:41:06, time: 0.472, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2252, s0.acc: 92.9470, s0.loss_bbox: 0.2702, s0.loss_mask: 0.2660, s1.loss_cls: 0.1073, s1.acc: 93.0634, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1291, s2.loss_cls: 0.0505, s2.acc: 93.2954, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0600, loss: 1.3407 2022-06-15 02:28:08,431 - mmdet - INFO - Epoch [4][5950/7330] lr: 1.000e-04, eta: 1 day, 8:40:29, time: 0.469, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2363, s0.acc: 92.3025, s0.loss_bbox: 0.2895, s0.loss_mask: 0.2686, s1.loss_cls: 0.1133, s1.acc: 92.3662, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1297, s2.loss_cls: 0.0533, s2.acc: 92.6589, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0604, loss: 1.4016 2022-06-15 02:28:31,307 - mmdet - INFO - Epoch [4][6000/7330] lr: 1.000e-04, eta: 1 day, 8:39:46, time: 0.458, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2203, s0.acc: 92.9258, s0.loss_bbox: 0.2737, s0.loss_mask: 0.2687, s1.loss_cls: 0.1057, s1.acc: 93.0791, s1.loss_bbox: 0.1213, s1.loss_mask: 0.1304, s2.loss_cls: 0.0503, s2.acc: 93.1799, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0609, loss: 1.3495 2022-06-15 02:28:54,483 - mmdet - INFO - Epoch [4][6050/7330] lr: 1.000e-04, eta: 1 day, 8:39:07, time: 0.463, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2230, s0.acc: 92.8020, s0.loss_bbox: 0.2808, s0.loss_mask: 0.2651, s1.loss_cls: 0.1057, s1.acc: 92.9575, s1.loss_bbox: 0.1239, s1.loss_mask: 0.1290, s2.loss_cls: 0.0505, s2.acc: 93.0932, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0601, loss: 1.3608 2022-06-15 02:29:17,599 - mmdet - INFO - Epoch [4][6100/7330] lr: 1.000e-04, eta: 1 day, 8:38:27, time: 0.462, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2154, s0.acc: 93.0691, s0.loss_bbox: 0.2696, s0.loss_mask: 0.2731, s1.loss_cls: 0.1028, s1.acc: 93.1687, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1325, s2.loss_cls: 0.0491, s2.acc: 93.3089, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0619, loss: 1.3362 2022-06-15 02:29:40,408 - mmdet - INFO - Epoch [4][6150/7330] lr: 1.000e-04, eta: 1 day, 8:37:44, time: 0.456, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2284, s0.acc: 92.7598, s0.loss_bbox: 0.2721, s0.loss_mask: 0.2618, s1.loss_cls: 0.1101, s1.acc: 92.7859, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1285, s2.loss_cls: 0.0523, s2.acc: 92.8867, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0597, loss: 1.3456 2022-06-15 02:30:03,672 - mmdet - INFO - Epoch [4][6200/7330] lr: 1.000e-04, eta: 1 day, 8:37:05, time: 0.465, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2191, s0.acc: 92.9351, s0.loss_bbox: 0.2761, s0.loss_mask: 0.2641, s1.loss_cls: 0.1033, s1.acc: 93.0813, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1281, s2.loss_cls: 0.0492, s2.acc: 93.2195, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0596, loss: 1.3317 2022-06-15 02:30:26,513 - mmdet - INFO - Epoch [4][6250/7330] lr: 1.000e-04, eta: 1 day, 8:36:23, time: 0.457, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2359, s0.acc: 92.4722, s0.loss_bbox: 0.2835, s0.loss_mask: 0.2635, s1.loss_cls: 0.1126, s1.acc: 92.5809, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1275, s2.loss_cls: 0.0530, s2.acc: 92.7674, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0592, loss: 1.3781 2022-06-15 02:30:48,954 - mmdet - INFO - Epoch [4][6300/7330] lr: 1.000e-04, eta: 1 day, 8:35:38, time: 0.449, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2170, s0.acc: 93.2229, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2662, s1.loss_cls: 0.1030, s1.acc: 93.3570, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1295, s2.loss_cls: 0.0490, s2.acc: 93.4563, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0600, loss: 1.3105 2022-06-15 02:31:11,752 - mmdet - INFO - Epoch [4][6350/7330] lr: 1.000e-04, eta: 1 day, 8:34:55, time: 0.456, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2147, s0.acc: 93.1719, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2601, s1.loss_cls: 0.1033, s1.acc: 93.1898, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1281, s2.loss_cls: 0.0499, s2.acc: 93.2473, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0600, loss: 1.3126 2022-06-15 02:31:35,002 - mmdet - INFO - Epoch [4][6400/7330] lr: 1.000e-04, eta: 1 day, 8:34:17, time: 0.465, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2303, s0.acc: 92.6863, s0.loss_bbox: 0.2775, s0.loss_mask: 0.2683, s1.loss_cls: 0.1096, s1.acc: 92.8514, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1296, s2.loss_cls: 0.0527, s2.acc: 92.9810, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0609, loss: 1.3734 2022-06-15 02:31:58,555 - mmdet - INFO - Epoch [4][6450/7330] lr: 1.000e-04, eta: 1 day, 8:33:41, time: 0.471, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2235, s0.acc: 92.9004, s0.loss_bbox: 0.2683, s0.loss_mask: 0.2620, s1.loss_cls: 0.1066, s1.acc: 93.0002, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1282, s2.loss_cls: 0.0511, s2.acc: 93.0633, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0607, loss: 1.3397 2022-06-15 02:32:21,392 - mmdet - INFO - Epoch [4][6500/7330] lr: 1.000e-04, eta: 1 day, 8:32:59, time: 0.457, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2214, s0.acc: 92.8027, s0.loss_bbox: 0.2783, s0.loss_mask: 0.2723, s1.loss_cls: 0.1055, s1.acc: 92.8569, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1330, s2.loss_cls: 0.0504, s2.acc: 93.0289, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0624, loss: 1.3637 2022-06-15 02:32:44,421 - mmdet - INFO - Epoch [4][6550/7330] lr: 1.000e-04, eta: 1 day, 8:32:19, time: 0.461, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2242, s0.acc: 92.7932, s0.loss_bbox: 0.2799, s0.loss_mask: 0.2663, s1.loss_cls: 0.1070, s1.acc: 92.9191, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1293, s2.loss_cls: 0.0504, s2.acc: 93.0951, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0603, loss: 1.3620 2022-06-15 02:33:07,047 - mmdet - INFO - Epoch [4][6600/7330] lr: 1.000e-04, eta: 1 day, 8:31:35, time: 0.452, data_time: 0.015, memory: 16043, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.2040, s0.acc: 93.5471, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2529, s1.loss_cls: 0.0974, s1.acc: 93.6713, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1231, s2.loss_cls: 0.0465, s2.acc: 93.7664, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0580, loss: 1.2452 2022-06-15 02:33:30,369 - mmdet - INFO - Epoch [4][6650/7330] lr: 1.000e-04, eta: 1 day, 8:30:57, time: 0.467, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2316, s0.acc: 92.5759, s0.loss_bbox: 0.2825, s0.loss_mask: 0.2701, s1.loss_cls: 0.1104, s1.acc: 92.6692, s1.loss_bbox: 0.1238, s1.loss_mask: 0.1310, s2.loss_cls: 0.0524, s2.acc: 92.8827, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0614, loss: 1.3815 2022-06-15 02:33:53,268 - mmdet - INFO - Epoch [4][6700/7330] lr: 1.000e-04, eta: 1 day, 8:30:16, time: 0.458, data_time: 0.014, memory: 16043, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2267, s0.acc: 92.8320, s0.loss_bbox: 0.2744, s0.loss_mask: 0.2618, s1.loss_cls: 0.1082, s1.acc: 93.0438, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1274, s2.loss_cls: 0.0511, s2.acc: 93.2480, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0598, loss: 1.3476 2022-06-15 02:34:16,446 - mmdet - INFO - Epoch [4][6750/7330] lr: 1.000e-04, eta: 1 day, 8:29:37, time: 0.464, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2236, s0.acc: 92.8242, s0.loss_bbox: 0.2704, s0.loss_mask: 0.2692, s1.loss_cls: 0.1073, s1.acc: 92.9963, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1309, s2.loss_cls: 0.0509, s2.acc: 93.1926, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0613, loss: 1.3553 2022-06-15 02:34:39,090 - mmdet - INFO - Epoch [4][6800/7330] lr: 1.000e-04, eta: 1 day, 8:28:54, time: 0.453, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.2235, s0.acc: 92.9097, s0.loss_bbox: 0.2696, s0.loss_mask: 0.2628, s1.loss_cls: 0.1076, s1.acc: 92.9293, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1278, s2.loss_cls: 0.0518, s2.acc: 93.0320, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0596, loss: 1.3379 2022-06-15 02:35:01,631 - mmdet - INFO - Epoch [4][6850/7330] lr: 1.000e-04, eta: 1 day, 8:28:10, time: 0.451, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2126, s0.acc: 93.1577, s0.loss_bbox: 0.2625, s0.loss_mask: 0.2563, s1.loss_cls: 0.1024, s1.acc: 93.2461, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1232, s2.loss_cls: 0.0487, s2.acc: 93.3632, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0570, loss: 1.2903 2022-06-15 02:35:24,063 - mmdet - INFO - Epoch [4][6900/7330] lr: 1.000e-04, eta: 1 day, 8:27:26, time: 0.449, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2226, s0.acc: 92.8250, s0.loss_bbox: 0.2802, s0.loss_mask: 0.2647, s1.loss_cls: 0.1068, s1.acc: 92.9036, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1294, s2.loss_cls: 0.0510, s2.acc: 92.9382, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0609, loss: 1.3614 2022-06-15 02:35:46,674 - mmdet - INFO - Epoch [4][6950/7330] lr: 1.000e-04, eta: 1 day, 8:26:43, time: 0.452, data_time: 0.019, memory: 16043, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2297, s0.acc: 92.7759, s0.loss_bbox: 0.2779, s0.loss_mask: 0.2590, s1.loss_cls: 0.1080, s1.acc: 93.0225, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1268, s2.loss_cls: 0.0513, s2.acc: 93.1168, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0597, loss: 1.3552 2022-06-15 02:36:09,456 - mmdet - INFO - Epoch [4][7000/7330] lr: 1.000e-04, eta: 1 day, 8:26:01, time: 0.456, data_time: 0.014, memory: 16043, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2200, s0.acc: 92.8518, s0.loss_bbox: 0.2737, s0.loss_mask: 0.2633, s1.loss_cls: 0.1051, s1.acc: 92.9788, s1.loss_bbox: 0.1224, s1.loss_mask: 0.1292, s2.loss_cls: 0.0501, s2.acc: 93.1068, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0607, loss: 1.3385 2022-06-15 02:36:32,302 - mmdet - INFO - Epoch [4][7050/7330] lr: 1.000e-04, eta: 1 day, 8:25:20, time: 0.457, data_time: 0.021, memory: 16043, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2373, s0.acc: 92.4861, s0.loss_bbox: 0.2809, s0.loss_mask: 0.2609, s1.loss_cls: 0.1134, s1.acc: 92.6013, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1269, s2.loss_cls: 0.0541, s2.acc: 92.6569, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0592, loss: 1.3787 2022-06-15 02:36:55,293 - mmdet - INFO - Epoch [4][7100/7330] lr: 1.000e-04, eta: 1 day, 8:24:40, time: 0.460, data_time: 0.017, memory: 16043, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2235, s0.acc: 92.8276, s0.loss_bbox: 0.2717, s0.loss_mask: 0.2718, s1.loss_cls: 0.1071, s1.acc: 92.8937, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1325, s2.loss_cls: 0.0510, s2.acc: 93.0027, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0615, loss: 1.3482 2022-06-15 02:37:17,846 - mmdet - INFO - Epoch [4][7150/7330] lr: 1.000e-04, eta: 1 day, 8:23:57, time: 0.451, data_time: 0.020, memory: 16043, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2216, s0.acc: 92.8752, s0.loss_bbox: 0.2731, s0.loss_mask: 0.2602, s1.loss_cls: 0.1059, s1.acc: 93.0260, s1.loss_bbox: 0.1216, s1.loss_mask: 0.1271, s2.loss_cls: 0.0506, s2.acc: 93.1443, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0595, loss: 1.3361 2022-06-15 02:37:40,286 - mmdet - INFO - Epoch [4][7200/7330] lr: 1.000e-04, eta: 1 day, 8:23:12, time: 0.448, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2238, s0.acc: 92.9221, s0.loss_bbox: 0.2679, s0.loss_mask: 0.2612, s1.loss_cls: 0.1067, s1.acc: 93.0969, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1260, s2.loss_cls: 0.0507, s2.acc: 93.3296, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0589, loss: 1.3346 2022-06-15 02:38:03,031 - mmdet - INFO - Epoch [4][7250/7330] lr: 1.000e-04, eta: 1 day, 8:22:31, time: 0.455, data_time: 0.018, memory: 16043, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2247, s0.acc: 92.8928, s0.loss_bbox: 0.2764, s0.loss_mask: 0.2665, s1.loss_cls: 0.1068, s1.acc: 93.0252, s1.loss_bbox: 0.1221, s1.loss_mask: 0.1291, s2.loss_cls: 0.0508, s2.acc: 93.1267, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0600, loss: 1.3515 2022-06-15 02:38:25,540 - mmdet - INFO - Epoch [4][7300/7330] lr: 1.000e-04, eta: 1 day, 8:21:47, time: 0.450, data_time: 0.014, memory: 16043, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.2135, s0.acc: 93.1055, s0.loss_bbox: 0.2687, s0.loss_mask: 0.2584, s1.loss_cls: 0.1016, s1.acc: 93.1530, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1261, s2.loss_cls: 0.0481, s2.acc: 93.3838, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0592, loss: 1.3092 2022-06-15 02:38:55,361 - mmdet - INFO - Saving checkpoint at 4 epochs 2022-06-15 02:42:03,943 - mmdet - INFO - Evaluating bbox... 2022-06-15 02:42:36,133 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.385 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.565 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.412 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.227 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.410 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.346 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.701 2022-06-15 02:42:36,134 - mmdet - INFO - Evaluating segm... 2022-06-15 02:43:09,610 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.337 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.539 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.360 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.158 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.358 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.510 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.278 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.640 2022-06-15 02:43:10,243 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 02:43:10,243 - mmdet - INFO - Epoch(val) [4][625] bbox_mAP: 0.3850, bbox_mAP_50: 0.5650, bbox_mAP_75: 0.4120, bbox_mAP_s: 0.2270, bbox_mAP_m: 0.4100, bbox_mAP_l: 0.5180, bbox_mAP_copypaste: 0.385 0.565 0.412 0.227 0.410 0.518, segm_mAP: 0.3370, segm_mAP_50: 0.5390, segm_mAP_75: 0.3600, segm_mAP_s: 0.1580, segm_mAP_m: 0.3580, segm_mAP_l: 0.5100, segm_mAP_copypaste: 0.337 0.539 0.360 0.158 0.358 0.510 2022-06-15 02:47:12,496 - mmdet - INFO - Epoch [5][50/7330] lr: 1.000e-04, eta: 1 day, 8:48:04, time: 4.844, data_time: 4.382, memory: 16043, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2110, s0.acc: 93.1243, s0.loss_bbox: 0.2657, s0.loss_mask: 0.2536, s1.loss_cls: 0.1010, s1.acc: 93.2520, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1245, s2.loss_cls: 0.0491, s2.acc: 93.2671, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0585, loss: 1.2906 2022-06-15 02:47:36,351 - mmdet - INFO - Epoch [5][100/7330] lr: 1.000e-04, eta: 1 day, 8:47:29, time: 0.477, data_time: 0.016, memory: 16043, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2271, s0.acc: 92.6846, s0.loss_bbox: 0.2800, s0.loss_mask: 0.2651, s1.loss_cls: 0.1076, s1.acc: 92.7955, s1.loss_bbox: 0.1239, s1.loss_mask: 0.1301, s2.loss_cls: 0.0516, s2.acc: 92.8346, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0606, loss: 1.3641 2022-06-15 02:47:59,638 - mmdet - INFO - Epoch [5][150/7330] lr: 1.000e-04, eta: 1 day, 8:46:48, time: 0.466, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2127, s0.acc: 93.1772, s0.loss_bbox: 0.2669, s0.loss_mask: 0.2578, s1.loss_cls: 0.1005, s1.acc: 93.3213, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1261, s2.loss_cls: 0.0477, s2.acc: 93.4392, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0585, loss: 1.2995 2022-06-15 02:48:23,102 - mmdet - INFO - Epoch [5][200/7330] lr: 1.000e-04, eta: 1 day, 8:46:10, time: 0.469, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2189, s0.acc: 92.9126, s0.loss_bbox: 0.2768, s0.loss_mask: 0.2605, s1.loss_cls: 0.1040, s1.acc: 93.1156, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1269, s2.loss_cls: 0.0498, s2.acc: 93.1941, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0597, loss: 1.3346 2022-06-15 02:48:46,247 - mmdet - INFO - Epoch [5][250/7330] lr: 1.000e-04, eta: 1 day, 8:45:29, time: 0.463, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2091, s0.acc: 93.1675, s0.loss_bbox: 0.2670, s0.loss_mask: 0.2551, s1.loss_cls: 0.0992, s1.acc: 93.3244, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1243, s2.loss_cls: 0.0474, s2.acc: 93.4169, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0577, loss: 1.2893 2022-06-15 02:49:09,380 - mmdet - INFO - Epoch [5][300/7330] lr: 1.000e-04, eta: 1 day, 8:44:47, time: 0.463, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2083, s0.acc: 93.3315, s0.loss_bbox: 0.2634, s0.loss_mask: 0.2586, s1.loss_cls: 0.1000, s1.acc: 93.3405, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1274, s2.loss_cls: 0.0477, s2.acc: 93.3283, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0597, loss: 1.2952 2022-06-15 02:49:32,585 - mmdet - INFO - Epoch [5][350/7330] lr: 1.000e-04, eta: 1 day, 8:44:07, time: 0.464, data_time: 0.024, memory: 16052, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2165, s0.acc: 92.9888, s0.loss_bbox: 0.2750, s0.loss_mask: 0.2610, s1.loss_cls: 0.1032, s1.acc: 93.0363, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1263, s2.loss_cls: 0.0494, s2.acc: 93.1892, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0586, loss: 1.3240 2022-06-15 02:49:55,845 - mmdet - INFO - Epoch [5][400/7330] lr: 1.000e-04, eta: 1 day, 8:43:27, time: 0.465, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2238, s0.acc: 92.6892, s0.loss_bbox: 0.2835, s0.loss_mask: 0.2647, s1.loss_cls: 0.1062, s1.acc: 92.8156, s1.loss_bbox: 0.1246, s1.loss_mask: 0.1291, s2.loss_cls: 0.0502, s2.acc: 93.0738, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0602, loss: 1.3573 2022-06-15 02:50:19,370 - mmdet - INFO - Epoch [5][450/7330] lr: 1.000e-04, eta: 1 day, 8:42:49, time: 0.470, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2217, s0.acc: 92.5813, s0.loss_bbox: 0.2877, s0.loss_mask: 0.2621, s1.loss_cls: 0.1052, s1.acc: 92.7486, s1.loss_bbox: 0.1263, s1.loss_mask: 0.1275, s2.loss_cls: 0.0503, s2.acc: 92.9912, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0595, loss: 1.3619 2022-06-15 02:50:43,028 - mmdet - INFO - Epoch [5][500/7330] lr: 1.000e-04, eta: 1 day, 8:42:12, time: 0.473, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2130, s0.acc: 92.9590, s0.loss_bbox: 0.2760, s0.loss_mask: 0.2636, s1.loss_cls: 0.1017, s1.acc: 93.1595, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1294, s2.loss_cls: 0.0488, s2.acc: 93.2389, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0606, loss: 1.3322 2022-06-15 02:51:07,044 - mmdet - INFO - Epoch [5][550/7330] lr: 1.000e-04, eta: 1 day, 8:41:38, time: 0.480, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2143, s0.acc: 92.8611, s0.loss_bbox: 0.2726, s0.loss_mask: 0.2557, s1.loss_cls: 0.1031, s1.acc: 92.9947, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1255, s2.loss_cls: 0.0494, s2.acc: 93.1523, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0586, loss: 1.3187 2022-06-15 02:51:30,886 - mmdet - INFO - Epoch [5][600/7330] lr: 1.000e-04, eta: 1 day, 8:41:02, time: 0.477, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2194, s0.acc: 92.7542, s0.loss_bbox: 0.2835, s0.loss_mask: 0.2625, s1.loss_cls: 0.1050, s1.acc: 92.8575, s1.loss_bbox: 0.1247, s1.loss_mask: 0.1279, s2.loss_cls: 0.0501, s2.acc: 92.9669, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0596, loss: 1.3454 2022-06-15 02:51:53,997 - mmdet - INFO - Epoch [5][650/7330] lr: 1.000e-04, eta: 1 day, 8:40:21, time: 0.462, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2059, s0.acc: 93.2454, s0.loss_bbox: 0.2664, s0.loss_mask: 0.2606, s1.loss_cls: 0.0982, s1.acc: 93.3652, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1274, s2.loss_cls: 0.0467, s2.acc: 93.4085, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0595, loss: 1.2941 2022-06-15 02:52:17,626 - mmdet - INFO - Epoch [5][700/7330] lr: 1.000e-04, eta: 1 day, 8:39:44, time: 0.473, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2218, s0.acc: 92.8618, s0.loss_bbox: 0.2762, s0.loss_mask: 0.2634, s1.loss_cls: 0.1063, s1.acc: 92.9579, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1279, s2.loss_cls: 0.0504, s2.acc: 93.1788, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0595, loss: 1.3413 2022-06-15 02:52:41,244 - mmdet - INFO - Epoch [5][750/7330] lr: 1.000e-04, eta: 1 day, 8:39:07, time: 0.472, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2102, s0.acc: 93.2117, s0.loss_bbox: 0.2698, s0.loss_mask: 0.2609, s1.loss_cls: 0.0999, s1.acc: 93.3740, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1278, s2.loss_cls: 0.0484, s2.acc: 93.3632, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0595, loss: 1.3081 2022-06-15 02:53:04,478 - mmdet - INFO - Epoch [5][800/7330] lr: 1.000e-04, eta: 1 day, 8:38:27, time: 0.465, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2184, s0.acc: 93.0007, s0.loss_bbox: 0.2756, s0.loss_mask: 0.2637, s1.loss_cls: 0.1033, s1.acc: 93.2673, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1285, s2.loss_cls: 0.0491, s2.acc: 93.3818, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0603, loss: 1.3372 2022-06-15 02:53:28,390 - mmdet - INFO - Epoch [5][850/7330] lr: 1.000e-04, eta: 1 day, 8:37:53, time: 0.478, data_time: 0.026, memory: 16052, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2087, s0.acc: 93.1616, s0.loss_bbox: 0.2662, s0.loss_mask: 0.2574, s1.loss_cls: 0.0985, s1.acc: 93.3444, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1252, s2.loss_cls: 0.0472, s2.acc: 93.3779, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0586, loss: 1.2937 2022-06-15 02:53:51,635 - mmdet - INFO - Epoch [5][900/7330] lr: 1.000e-04, eta: 1 day, 8:37:13, time: 0.465, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2185, s0.acc: 92.7588, s0.loss_bbox: 0.2850, s0.loss_mask: 0.2660, s1.loss_cls: 0.1027, s1.acc: 93.0268, s1.loss_bbox: 0.1241, s1.loss_mask: 0.1295, s2.loss_cls: 0.0492, s2.acc: 93.2474, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0602, loss: 1.3513 2022-06-15 02:54:14,887 - mmdet - INFO - Epoch [5][950/7330] lr: 1.000e-04, eta: 1 day, 8:36:34, time: 0.465, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2061, s0.acc: 93.2043, s0.loss_bbox: 0.2700, s0.loss_mask: 0.2574, s1.loss_cls: 0.0977, s1.acc: 93.5232, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1263, s2.loss_cls: 0.0464, s2.acc: 93.6776, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0595, loss: 1.2998 2022-06-15 02:54:38,868 - mmdet - INFO - Epoch [5][1000/7330] lr: 1.000e-04, eta: 1 day, 8:36:00, time: 0.480, data_time: 0.021, memory: 16052, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2231, s0.acc: 92.8191, s0.loss_bbox: 0.2823, s0.loss_mask: 0.2639, s1.loss_cls: 0.1052, s1.acc: 93.0267, s1.loss_bbox: 0.1241, s1.loss_mask: 0.1299, s2.loss_cls: 0.0497, s2.acc: 93.2165, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0612, loss: 1.3635 2022-06-15 02:55:02,386 - mmdet - INFO - Epoch [5][1050/7330] lr: 1.000e-04, eta: 1 day, 8:35:22, time: 0.470, data_time: 0.013, memory: 16052, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2100, s0.acc: 93.1255, s0.loss_bbox: 0.2715, s0.loss_mask: 0.2598, s1.loss_cls: 0.0984, s1.acc: 93.4083, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1266, s2.loss_cls: 0.0472, s2.acc: 93.5225, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0597, loss: 1.3095 2022-06-15 02:55:25,499 - mmdet - INFO - Epoch [5][1100/7330] lr: 1.000e-04, eta: 1 day, 8:34:42, time: 0.462, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2208, s0.acc: 92.8589, s0.loss_bbox: 0.2774, s0.loss_mask: 0.2628, s1.loss_cls: 0.1039, s1.acc: 93.0186, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1286, s2.loss_cls: 0.0490, s2.acc: 93.1669, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0600, loss: 1.3409 2022-06-15 02:55:48,657 - mmdet - INFO - Epoch [5][1150/7330] lr: 1.000e-04, eta: 1 day, 8:34:01, time: 0.463, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2165, s0.acc: 92.9185, s0.loss_bbox: 0.2792, s0.loss_mask: 0.2700, s1.loss_cls: 0.1027, s1.acc: 93.0995, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1319, s2.loss_cls: 0.0492, s2.acc: 93.2831, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0621, loss: 1.3504 2022-06-15 02:56:11,528 - mmdet - INFO - Epoch [5][1200/7330] lr: 1.000e-04, eta: 1 day, 8:33:19, time: 0.457, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.2132, s0.acc: 93.1377, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2593, s1.loss_cls: 0.1002, s1.acc: 93.4424, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1278, s2.loss_cls: 0.0477, s2.acc: 93.4916, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0601, loss: 1.2984 2022-06-15 02:56:34,286 - mmdet - INFO - Epoch [5][1250/7330] lr: 1.000e-04, eta: 1 day, 8:32:36, time: 0.455, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2192, s0.acc: 92.8918, s0.loss_bbox: 0.2754, s0.loss_mask: 0.2653, s1.loss_cls: 0.1034, s1.acc: 93.1681, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1294, s2.loss_cls: 0.0489, s2.acc: 93.4561, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0612, loss: 1.3400 2022-06-15 02:56:57,317 - mmdet - INFO - Epoch [5][1300/7330] lr: 1.000e-04, eta: 1 day, 8:31:55, time: 0.461, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2065, s0.acc: 93.1626, s0.loss_bbox: 0.2735, s0.loss_mask: 0.2547, s1.loss_cls: 0.0978, s1.acc: 93.3709, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1243, s2.loss_cls: 0.0471, s2.acc: 93.4586, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0581, loss: 1.2957 2022-06-15 02:57:19,907 - mmdet - INFO - Epoch [5][1350/7330] lr: 1.000e-04, eta: 1 day, 8:31:11, time: 0.452, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2180, s0.acc: 92.9668, s0.loss_bbox: 0.2699, s0.loss_mask: 0.2594, s1.loss_cls: 0.1028, s1.acc: 93.1675, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1266, s2.loss_cls: 0.0489, s2.acc: 93.3064, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0582, loss: 1.3138 2022-06-15 02:57:43,167 - mmdet - INFO - Epoch [5][1400/7330] lr: 1.000e-04, eta: 1 day, 8:30:32, time: 0.465, data_time: 0.022, memory: 16052, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2116, s0.acc: 93.1079, s0.loss_bbox: 0.2714, s0.loss_mask: 0.2596, s1.loss_cls: 0.1009, s1.acc: 93.2746, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1263, s2.loss_cls: 0.0488, s2.acc: 93.1578, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0588, loss: 1.3137 2022-06-15 02:58:06,450 - mmdet - INFO - Epoch [5][1450/7330] lr: 1.000e-04, eta: 1 day, 8:29:53, time: 0.466, data_time: 0.014, memory: 16052, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2219, s0.acc: 92.8291, s0.loss_bbox: 0.2807, s0.loss_mask: 0.2610, s1.loss_cls: 0.1038, s1.acc: 93.1115, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1263, s2.loss_cls: 0.0496, s2.acc: 93.1710, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0586, loss: 1.3387 2022-06-15 02:58:29,360 - mmdet - INFO - Epoch [5][1500/7330] lr: 1.000e-04, eta: 1 day, 8:29:11, time: 0.458, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2084, s0.acc: 93.2141, s0.loss_bbox: 0.2705, s0.loss_mask: 0.2599, s1.loss_cls: 0.0982, s1.acc: 93.3908, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1274, s2.loss_cls: 0.0463, s2.acc: 93.6624, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0595, loss: 1.3013 2022-06-15 02:58:52,259 - mmdet - INFO - Epoch [5][1550/7330] lr: 1.000e-04, eta: 1 day, 8:28:30, time: 0.458, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2163, s0.acc: 93.0508, s0.loss_bbox: 0.2693, s0.loss_mask: 0.2669, s1.loss_cls: 0.1016, s1.acc: 93.2390, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1309, s2.loss_cls: 0.0483, s2.acc: 93.3790, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0609, loss: 1.3278 2022-06-15 02:59:14,956 - mmdet - INFO - Epoch [5][1600/7330] lr: 1.000e-04, eta: 1 day, 8:27:47, time: 0.454, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2130, s0.acc: 93.0720, s0.loss_bbox: 0.2647, s0.loss_mask: 0.2655, s1.loss_cls: 0.1022, s1.acc: 93.1051, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1296, s2.loss_cls: 0.0489, s2.acc: 93.2180, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0599, loss: 1.3128 2022-06-15 02:59:37,305 - mmdet - INFO - Epoch [5][1650/7330] lr: 1.000e-04, eta: 1 day, 8:27:01, time: 0.447, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2054, s0.acc: 93.2429, s0.loss_bbox: 0.2644, s0.loss_mask: 0.2624, s1.loss_cls: 0.0982, s1.acc: 93.3822, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1278, s2.loss_cls: 0.0476, s2.acc: 93.3630, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0595, loss: 1.2914 2022-06-15 02:59:59,630 - mmdet - INFO - Epoch [5][1700/7330] lr: 1.000e-04, eta: 1 day, 8:26:15, time: 0.447, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2049, s0.acc: 93.2732, s0.loss_bbox: 0.2581, s0.loss_mask: 0.2540, s1.loss_cls: 0.0962, s1.acc: 93.5445, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1248, s2.loss_cls: 0.0465, s2.acc: 93.6134, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0588, loss: 1.2678 2022-06-15 03:00:22,116 - mmdet - INFO - Epoch [5][1750/7330] lr: 1.000e-04, eta: 1 day, 8:25:31, time: 0.450, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2149, s0.acc: 92.9431, s0.loss_bbox: 0.2726, s0.loss_mask: 0.2658, s1.loss_cls: 0.1014, s1.acc: 93.1195, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1288, s2.loss_cls: 0.0482, s2.acc: 93.2806, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0605, loss: 1.3244 2022-06-15 03:00:44,755 - mmdet - INFO - Epoch [5][1800/7330] lr: 1.000e-04, eta: 1 day, 8:24:47, time: 0.453, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2113, s0.acc: 93.2134, s0.loss_bbox: 0.2714, s0.loss_mask: 0.2612, s1.loss_cls: 0.0993, s1.acc: 93.4325, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1262, s2.loss_cls: 0.0471, s2.acc: 93.5492, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0586, loss: 1.3059 2022-06-15 03:01:07,487 - mmdet - INFO - Epoch [5][1850/7330] lr: 1.000e-04, eta: 1 day, 8:24:05, time: 0.455, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2156, s0.acc: 93.0198, s0.loss_bbox: 0.2750, s0.loss_mask: 0.2648, s1.loss_cls: 0.1032, s1.acc: 93.1121, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1292, s2.loss_cls: 0.0501, s2.acc: 93.1000, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0604, loss: 1.3359 2022-06-15 03:01:30,440 - mmdet - INFO - Epoch [5][1900/7330] lr: 1.000e-04, eta: 1 day, 8:23:24, time: 0.459, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2214, s0.acc: 92.8328, s0.loss_bbox: 0.2765, s0.loss_mask: 0.2658, s1.loss_cls: 0.1050, s1.acc: 92.9912, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1282, s2.loss_cls: 0.0500, s2.acc: 93.1491, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0597, loss: 1.3450 2022-06-15 03:01:53,231 - mmdet - INFO - Epoch [5][1950/7330] lr: 1.000e-04, eta: 1 day, 8:22:42, time: 0.456, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2161, s0.acc: 93.0266, s0.loss_bbox: 0.2725, s0.loss_mask: 0.2599, s1.loss_cls: 0.1034, s1.acc: 93.1381, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1272, s2.loss_cls: 0.0490, s2.acc: 93.2685, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0595, loss: 1.3200 2022-06-15 03:02:16,218 - mmdet - INFO - Epoch [5][2000/7330] lr: 1.000e-04, eta: 1 day, 8:22:02, time: 0.460, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2198, s0.acc: 92.7456, s0.loss_bbox: 0.2780, s0.loss_mask: 0.2640, s1.loss_cls: 0.1052, s1.acc: 92.8057, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1289, s2.loss_cls: 0.0500, s2.acc: 93.0124, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0599, loss: 1.3449 2022-06-15 03:02:39,160 - mmdet - INFO - Epoch [5][2050/7330] lr: 1.000e-04, eta: 1 day, 8:21:21, time: 0.459, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2166, s0.acc: 93.0215, s0.loss_bbox: 0.2630, s0.loss_mask: 0.2643, s1.loss_cls: 0.1027, s1.acc: 93.1215, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1290, s2.loss_cls: 0.0487, s2.acc: 93.2798, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0598, loss: 1.3140 2022-06-15 03:03:02,806 - mmdet - INFO - Epoch [5][2100/7330] lr: 1.000e-04, eta: 1 day, 8:20:46, time: 0.473, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2106, s0.acc: 93.0476, s0.loss_bbox: 0.2714, s0.loss_mask: 0.2629, s1.loss_cls: 0.1006, s1.acc: 93.1868, s1.loss_bbox: 0.1212, s1.loss_mask: 0.1281, s2.loss_cls: 0.0484, s2.acc: 93.2412, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0594, loss: 1.3206 2022-06-15 03:03:25,758 - mmdet - INFO - Epoch [5][2150/7330] lr: 1.000e-04, eta: 1 day, 8:20:05, time: 0.459, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2206, s0.acc: 92.8572, s0.loss_bbox: 0.2723, s0.loss_mask: 0.2590, s1.loss_cls: 0.1052, s1.acc: 93.0078, s1.loss_bbox: 0.1214, s1.loss_mask: 0.1275, s2.loss_cls: 0.0499, s2.acc: 93.1602, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0599, loss: 1.3299 2022-06-15 03:03:48,530 - mmdet - INFO - Epoch [5][2200/7330] lr: 1.000e-04, eta: 1 day, 8:19:23, time: 0.455, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2079, s0.acc: 93.2236, s0.loss_bbox: 0.2677, s0.loss_mask: 0.2635, s1.loss_cls: 0.0990, s1.acc: 93.3336, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1285, s2.loss_cls: 0.0482, s2.acc: 93.3245, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0604, loss: 1.3016 2022-06-15 03:04:11,270 - mmdet - INFO - Epoch [5][2250/7330] lr: 1.000e-04, eta: 1 day, 8:18:41, time: 0.455, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2119, s0.acc: 93.1265, s0.loss_bbox: 0.2691, s0.loss_mask: 0.2554, s1.loss_cls: 0.1022, s1.acc: 93.1899, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1250, s2.loss_cls: 0.0484, s2.acc: 93.2865, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0582, loss: 1.2992 2022-06-15 03:04:34,038 - mmdet - INFO - Epoch [5][2300/7330] lr: 1.000e-04, eta: 1 day, 8:18:00, time: 0.455, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2135, s0.acc: 92.9949, s0.loss_bbox: 0.2731, s0.loss_mask: 0.2600, s1.loss_cls: 0.1010, s1.acc: 93.2959, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1266, s2.loss_cls: 0.0484, s2.acc: 93.2801, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0586, loss: 1.3149 2022-06-15 03:04:56,224 - mmdet - INFO - Epoch [5][2350/7330] lr: 1.000e-04, eta: 1 day, 8:17:14, time: 0.444, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2126, s0.acc: 93.1611, s0.loss_bbox: 0.2660, s0.loss_mask: 0.2583, s1.loss_cls: 0.1006, s1.acc: 93.2998, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1260, s2.loss_cls: 0.0476, s2.acc: 93.5199, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0584, loss: 1.2973 2022-06-15 03:05:18,732 - mmdet - INFO - Epoch [5][2400/7330] lr: 1.000e-04, eta: 1 day, 8:16:30, time: 0.450, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2116, s0.acc: 93.0562, s0.loss_bbox: 0.2721, s0.loss_mask: 0.2608, s1.loss_cls: 0.1005, s1.acc: 93.1397, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1270, s2.loss_cls: 0.0476, s2.acc: 93.2908, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0593, loss: 1.3132 2022-06-15 03:05:41,509 - mmdet - INFO - Epoch [5][2450/7330] lr: 1.000e-04, eta: 1 day, 8:15:48, time: 0.453, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2131, s0.acc: 93.1348, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2692, s1.loss_cls: 0.1002, s1.acc: 93.3262, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1304, s2.loss_cls: 0.0472, s2.acc: 93.4972, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0604, loss: 1.3129 2022-06-15 03:06:04,296 - mmdet - INFO - Epoch [5][2500/7330] lr: 1.000e-04, eta: 1 day, 8:15:08, time: 0.459, data_time: 0.020, memory: 16052, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2200, s0.acc: 92.8960, s0.loss_bbox: 0.2746, s0.loss_mask: 0.2643, s1.loss_cls: 0.1036, s1.acc: 93.1130, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1306, s2.loss_cls: 0.0496, s2.acc: 93.1855, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0606, loss: 1.3393 2022-06-15 03:06:27,377 - mmdet - INFO - Epoch [5][2550/7330] lr: 1.000e-04, eta: 1 day, 8:14:29, time: 0.462, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2122, s0.acc: 93.0415, s0.loss_bbox: 0.2710, s0.loss_mask: 0.2637, s1.loss_cls: 0.1004, s1.acc: 93.2953, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1275, s2.loss_cls: 0.0474, s2.acc: 93.5057, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0593, loss: 1.3153 2022-06-15 03:06:50,214 - mmdet - INFO - Epoch [5][2600/7330] lr: 1.000e-04, eta: 1 day, 8:13:48, time: 0.457, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2129, s0.acc: 93.1846, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2574, s1.loss_cls: 0.1009, s1.acc: 93.3581, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1244, s2.loss_cls: 0.0483, s2.acc: 93.4746, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0582, loss: 1.2948 2022-06-15 03:07:12,970 - mmdet - INFO - Epoch [5][2650/7330] lr: 1.000e-04, eta: 1 day, 8:13:06, time: 0.455, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2166, s0.acc: 92.9927, s0.loss_bbox: 0.2728, s0.loss_mask: 0.2644, s1.loss_cls: 0.1016, s1.acc: 93.2128, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1269, s2.loss_cls: 0.0478, s2.acc: 93.4546, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0592, loss: 1.3244 2022-06-15 03:07:36,211 - mmdet - INFO - Epoch [5][2700/7330] lr: 1.000e-04, eta: 1 day, 8:12:29, time: 0.465, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2162, s0.acc: 93.1316, s0.loss_bbox: 0.2663, s0.loss_mask: 0.2561, s1.loss_cls: 0.1014, s1.acc: 93.3823, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1257, s2.loss_cls: 0.0484, s2.acc: 93.4779, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0589, loss: 1.3078 2022-06-15 03:07:59,627 - mmdet - INFO - Epoch [5][2750/7330] lr: 1.000e-04, eta: 1 day, 8:11:52, time: 0.468, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2302, s0.acc: 92.6965, s0.loss_bbox: 0.2774, s0.loss_mask: 0.2663, s1.loss_cls: 0.1077, s1.acc: 92.9619, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1305, s2.loss_cls: 0.0509, s2.acc: 93.1468, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0614, loss: 1.3674 2022-06-15 03:08:23,006 - mmdet - INFO - Epoch [5][2800/7330] lr: 1.000e-04, eta: 1 day, 8:11:15, time: 0.468, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2224, s0.acc: 92.7874, s0.loss_bbox: 0.2789, s0.loss_mask: 0.2644, s1.loss_cls: 0.1055, s1.acc: 92.9956, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1295, s2.loss_cls: 0.0501, s2.acc: 93.0924, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0601, loss: 1.3486 2022-06-15 03:08:46,733 - mmdet - INFO - Epoch [5][2850/7330] lr: 1.000e-04, eta: 1 day, 8:10:40, time: 0.472, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2246, s0.acc: 92.6362, s0.loss_bbox: 0.2857, s0.loss_mask: 0.2640, s1.loss_cls: 0.1072, s1.acc: 92.7669, s1.loss_bbox: 0.1271, s1.loss_mask: 0.1301, s2.loss_cls: 0.0512, s2.acc: 92.9229, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0608, loss: 1.3649 2022-06-15 03:09:10,094 - mmdet - INFO - Epoch [5][2900/7330] lr: 1.000e-04, eta: 1 day, 8:10:04, time: 0.470, data_time: 0.022, memory: 16052, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2213, s0.acc: 92.8076, s0.loss_bbox: 0.2747, s0.loss_mask: 0.2607, s1.loss_cls: 0.1057, s1.acc: 92.9893, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1277, s2.loss_cls: 0.0509, s2.acc: 93.0730, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0599, loss: 1.3351 2022-06-15 03:09:32,743 - mmdet - INFO - Epoch [5][2950/7330] lr: 1.000e-04, eta: 1 day, 8:09:23, time: 0.453, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2189, s0.acc: 92.9199, s0.loss_bbox: 0.2719, s0.loss_mask: 0.2658, s1.loss_cls: 0.1043, s1.acc: 92.9810, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1298, s2.loss_cls: 0.0504, s2.acc: 93.0575, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0609, loss: 1.3350 2022-06-15 03:09:55,682 - mmdet - INFO - Epoch [5][3000/7330] lr: 1.000e-04, eta: 1 day, 8:08:43, time: 0.459, data_time: 0.021, memory: 16052, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2251, s0.acc: 92.7388, s0.loss_bbox: 0.2717, s0.loss_mask: 0.2619, s1.loss_cls: 0.1072, s1.acc: 92.8174, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1273, s2.loss_cls: 0.0514, s2.acc: 92.8254, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0591, loss: 1.3413 2022-06-15 03:10:18,472 - mmdet - INFO - Epoch [5][3050/7330] lr: 1.000e-04, eta: 1 day, 8:08:02, time: 0.456, data_time: 0.021, memory: 16052, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2193, s0.acc: 92.8762, s0.loss_bbox: 0.2740, s0.loss_mask: 0.2635, s1.loss_cls: 0.1029, s1.acc: 93.1444, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1283, s2.loss_cls: 0.0490, s2.acc: 93.3396, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0598, loss: 1.3336 2022-06-15 03:10:40,962 - mmdet - INFO - Epoch [5][3100/7330] lr: 1.000e-04, eta: 1 day, 8:07:19, time: 0.448, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2231, s0.acc: 92.7834, s0.loss_bbox: 0.2802, s0.loss_mask: 0.2683, s1.loss_cls: 0.1062, s1.acc: 92.8489, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1294, s2.loss_cls: 0.0504, s2.acc: 93.0655, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0596, loss: 1.3561 2022-06-15 03:11:03,829 - mmdet - INFO - Epoch [5][3150/7330] lr: 1.000e-04, eta: 1 day, 8:06:39, time: 0.459, data_time: 0.021, memory: 16052, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2109, s0.acc: 93.1865, s0.loss_bbox: 0.2636, s0.loss_mask: 0.2607, s1.loss_cls: 0.1007, s1.acc: 93.2008, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1294, s2.loss_cls: 0.0479, s2.acc: 93.2487, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0607, loss: 1.3023 2022-06-15 03:11:26,986 - mmdet - INFO - Epoch [5][3200/7330] lr: 1.000e-04, eta: 1 day, 8:06:01, time: 0.463, data_time: 0.022, memory: 16052, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2123, s0.acc: 93.0640, s0.loss_bbox: 0.2665, s0.loss_mask: 0.2595, s1.loss_cls: 0.0997, s1.acc: 93.2974, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1274, s2.loss_cls: 0.0477, s2.acc: 93.4188, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0599, loss: 1.3071 2022-06-15 03:11:50,167 - mmdet - INFO - Epoch [5][3250/7330] lr: 1.000e-04, eta: 1 day, 8:05:24, time: 0.464, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2161, s0.acc: 93.0828, s0.loss_bbox: 0.2685, s0.loss_mask: 0.2690, s1.loss_cls: 0.1031, s1.acc: 93.2468, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1296, s2.loss_cls: 0.0490, s2.acc: 93.3785, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0601, loss: 1.3267 2022-06-15 03:12:13,046 - mmdet - INFO - Epoch [5][3300/7330] lr: 1.000e-04, eta: 1 day, 8:04:44, time: 0.458, data_time: 0.020, memory: 16052, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2103, s0.acc: 93.1672, s0.loss_bbox: 0.2680, s0.loss_mask: 0.2651, s1.loss_cls: 0.0999, s1.acc: 93.3992, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1295, s2.loss_cls: 0.0476, s2.acc: 93.5291, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0605, loss: 1.3121 2022-06-15 03:12:36,136 - mmdet - INFO - Epoch [5][3350/7330] lr: 1.000e-04, eta: 1 day, 8:04:06, time: 0.462, data_time: 0.021, memory: 16052, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2240, s0.acc: 92.8398, s0.loss_bbox: 0.2727, s0.loss_mask: 0.2553, s1.loss_cls: 0.1069, s1.acc: 92.9720, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1248, s2.loss_cls: 0.0509, s2.acc: 93.0454, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0583, loss: 1.3314 2022-06-15 03:12:59,170 - mmdet - INFO - Epoch [5][3400/7330] lr: 1.000e-04, eta: 1 day, 8:03:26, time: 0.458, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2147, s0.acc: 93.0090, s0.loss_bbox: 0.2772, s0.loss_mask: 0.2585, s1.loss_cls: 0.1026, s1.acc: 93.1112, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1271, s2.loss_cls: 0.0492, s2.acc: 93.1134, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0595, loss: 1.3230 2022-06-15 03:13:22,073 - mmdet - INFO - Epoch [5][3450/7330] lr: 1.000e-04, eta: 1 day, 8:02:48, time: 0.460, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2176, s0.acc: 92.9551, s0.loss_bbox: 0.2713, s0.loss_mask: 0.2597, s1.loss_cls: 0.1032, s1.acc: 93.0314, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1260, s2.loss_cls: 0.0499, s2.acc: 93.0698, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0594, loss: 1.3190 2022-06-15 03:13:44,354 - mmdet - INFO - Epoch [5][3500/7330] lr: 1.000e-04, eta: 1 day, 8:02:04, time: 0.446, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2136, s0.acc: 93.0605, s0.loss_bbox: 0.2676, s0.loss_mask: 0.2636, s1.loss_cls: 0.1007, s1.acc: 93.2945, s1.loss_bbox: 0.1189, s1.loss_mask: 0.1279, s2.loss_cls: 0.0482, s2.acc: 93.3574, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0594, loss: 1.3141 2022-06-15 03:14:07,187 - mmdet - INFO - Epoch [5][3550/7330] lr: 1.000e-04, eta: 1 day, 8:01:24, time: 0.456, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2138, s0.acc: 93.0774, s0.loss_bbox: 0.2693, s0.loss_mask: 0.2559, s1.loss_cls: 0.1014, s1.acc: 93.3169, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1258, s2.loss_cls: 0.0487, s2.acc: 93.3993, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0590, loss: 1.3043 2022-06-15 03:14:30,678 - mmdet - INFO - Epoch [5][3600/7330] lr: 1.000e-04, eta: 1 day, 8:00:49, time: 0.470, data_time: 0.022, memory: 16052, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2185, s0.acc: 93.0227, s0.loss_bbox: 0.2733, s0.loss_mask: 0.2602, s1.loss_cls: 0.1022, s1.acc: 93.2468, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1257, s2.loss_cls: 0.0488, s2.acc: 93.2810, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0585, loss: 1.3235 2022-06-15 03:14:52,842 - mmdet - INFO - Epoch [5][3650/7330] lr: 1.000e-04, eta: 1 day, 8:00:04, time: 0.443, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.2107, s0.acc: 93.1812, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2583, s1.loss_cls: 0.1005, s1.acc: 93.3068, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1271, s2.loss_cls: 0.0479, s2.acc: 93.4027, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0599, loss: 1.2897 2022-06-15 03:15:15,272 - mmdet - INFO - Epoch [5][3700/7330] lr: 1.000e-04, eta: 1 day, 7:59:22, time: 0.448, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2203, s0.acc: 92.8403, s0.loss_bbox: 0.2735, s0.loss_mask: 0.2625, s1.loss_cls: 0.1050, s1.acc: 92.9855, s1.loss_bbox: 0.1211, s1.loss_mask: 0.1280, s2.loss_cls: 0.0499, s2.acc: 93.2176, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0603, loss: 1.3350 2022-06-15 03:15:37,844 - mmdet - INFO - Epoch [5][3750/7330] lr: 1.000e-04, eta: 1 day, 7:58:40, time: 0.452, data_time: 0.021, memory: 16052, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2324, s0.acc: 92.6079, s0.loss_bbox: 0.2858, s0.loss_mask: 0.2692, s1.loss_cls: 0.1110, s1.acc: 92.7028, s1.loss_bbox: 0.1243, s1.loss_mask: 0.1317, s2.loss_cls: 0.0521, s2.acc: 92.8802, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0611, loss: 1.3877 2022-06-15 03:16:00,285 - mmdet - INFO - Epoch [5][3800/7330] lr: 1.000e-04, eta: 1 day, 7:57:58, time: 0.449, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2225, s0.acc: 92.9690, s0.loss_bbox: 0.2736, s0.loss_mask: 0.2585, s1.loss_cls: 0.1052, s1.acc: 93.1327, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1263, s2.loss_cls: 0.0505, s2.acc: 93.1503, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0587, loss: 1.3317 2022-06-15 03:16:22,961 - mmdet - INFO - Epoch [5][3850/7330] lr: 1.000e-04, eta: 1 day, 7:57:17, time: 0.453, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2178, s0.acc: 92.8086, s0.loss_bbox: 0.2798, s0.loss_mask: 0.2626, s1.loss_cls: 0.1040, s1.acc: 92.8668, s1.loss_bbox: 0.1245, s1.loss_mask: 0.1286, s2.loss_cls: 0.0499, s2.acc: 92.9629, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0602, loss: 1.3468 2022-06-15 03:16:45,604 - mmdet - INFO - Epoch [5][3900/7330] lr: 1.000e-04, eta: 1 day, 7:56:36, time: 0.453, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2152, s0.acc: 93.0752, s0.loss_bbox: 0.2724, s0.loss_mask: 0.2618, s1.loss_cls: 0.1028, s1.acc: 93.1576, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1282, s2.loss_cls: 0.0490, s2.acc: 93.1900, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0604, loss: 1.3235 2022-06-15 03:17:07,671 - mmdet - INFO - Epoch [5][3950/7330] lr: 1.000e-04, eta: 1 day, 7:55:52, time: 0.441, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2237, s0.acc: 92.8496, s0.loss_bbox: 0.2739, s0.loss_mask: 0.2569, s1.loss_cls: 0.1069, s1.acc: 92.8822, s1.loss_bbox: 0.1216, s1.loss_mask: 0.1249, s2.loss_cls: 0.0517, s2.acc: 92.9017, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0582, loss: 1.3292 2022-06-15 03:17:30,259 - mmdet - INFO - Epoch [5][4000/7330] lr: 1.000e-04, eta: 1 day, 7:55:10, time: 0.452, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2262, s0.acc: 92.6021, s0.loss_bbox: 0.2824, s0.loss_mask: 0.2604, s1.loss_cls: 0.1076, s1.acc: 92.7965, s1.loss_bbox: 0.1257, s1.loss_mask: 0.1277, s2.loss_cls: 0.0519, s2.acc: 92.8551, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0594, loss: 1.3592 2022-06-15 03:17:52,573 - mmdet - INFO - Epoch [5][4050/7330] lr: 1.000e-04, eta: 1 day, 7:54:28, time: 0.446, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2198, s0.acc: 92.7859, s0.loss_bbox: 0.2770, s0.loss_mask: 0.2592, s1.loss_cls: 0.1059, s1.acc: 92.7872, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1265, s2.loss_cls: 0.0505, s2.acc: 92.9081, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0598, loss: 1.3347 2022-06-15 03:18:14,977 - mmdet - INFO - Epoch [5][4100/7330] lr: 1.000e-04, eta: 1 day, 7:53:45, time: 0.448, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2107, s0.acc: 93.1821, s0.loss_bbox: 0.2709, s0.loss_mask: 0.2570, s1.loss_cls: 0.1018, s1.acc: 93.1855, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1250, s2.loss_cls: 0.0492, s2.acc: 93.2095, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0589, loss: 1.3092 2022-06-15 03:18:37,623 - mmdet - INFO - Epoch [5][4150/7330] lr: 1.000e-04, eta: 1 day, 7:53:05, time: 0.453, data_time: 0.021, memory: 16052, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2287, s0.acc: 92.5674, s0.loss_bbox: 0.2854, s0.loss_mask: 0.2604, s1.loss_cls: 0.1093, s1.acc: 92.7286, s1.loss_bbox: 0.1266, s1.loss_mask: 0.1262, s2.loss_cls: 0.0520, s2.acc: 92.8605, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0595, loss: 1.3617 2022-06-15 03:19:00,049 - mmdet - INFO - Epoch [5][4200/7330] lr: 1.000e-04, eta: 1 day, 7:52:23, time: 0.448, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2229, s0.acc: 92.7866, s0.loss_bbox: 0.2708, s0.loss_mask: 0.2636, s1.loss_cls: 0.1056, s1.acc: 92.9774, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1266, s2.loss_cls: 0.0503, s2.acc: 93.1804, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0591, loss: 1.3341 2022-06-15 03:19:22,796 - mmdet - INFO - Epoch [5][4250/7330] lr: 1.000e-04, eta: 1 day, 7:51:43, time: 0.455, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2279, s0.acc: 92.6355, s0.loss_bbox: 0.2790, s0.loss_mask: 0.2626, s1.loss_cls: 0.1094, s1.acc: 92.7530, s1.loss_bbox: 0.1235, s1.loss_mask: 0.1282, s2.loss_cls: 0.0520, s2.acc: 92.9555, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0595, loss: 1.3633 2022-06-15 03:19:45,565 - mmdet - INFO - Epoch [5][4300/7330] lr: 1.000e-04, eta: 1 day, 7:51:04, time: 0.455, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2200, s0.acc: 92.9307, s0.loss_bbox: 0.2740, s0.loss_mask: 0.2538, s1.loss_cls: 0.1047, s1.acc: 93.0515, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1244, s2.loss_cls: 0.0497, s2.acc: 93.2628, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0583, loss: 1.3205 2022-06-15 03:20:08,651 - mmdet - INFO - Epoch [5][4350/7330] lr: 1.000e-04, eta: 1 day, 7:50:26, time: 0.462, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2124, s0.acc: 93.2397, s0.loss_bbox: 0.2622, s0.loss_mask: 0.2624, s1.loss_cls: 0.1010, s1.acc: 93.3153, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1286, s2.loss_cls: 0.0483, s2.acc: 93.3969, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0603, loss: 1.3093 2022-06-15 03:20:31,921 - mmdet - INFO - Epoch [5][4400/7330] lr: 1.000e-04, eta: 1 day, 7:49:50, time: 0.465, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2191, s0.acc: 92.9197, s0.loss_bbox: 0.2712, s0.loss_mask: 0.2632, s1.loss_cls: 0.1054, s1.acc: 92.9000, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1280, s2.loss_cls: 0.0506, s2.acc: 93.1174, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0599, loss: 1.3312 2022-06-15 03:20:55,591 - mmdet - INFO - Epoch [5][4450/7330] lr: 1.000e-04, eta: 1 day, 7:49:17, time: 0.473, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2265, s0.acc: 92.6167, s0.loss_bbox: 0.2793, s0.loss_mask: 0.2686, s1.loss_cls: 0.1087, s1.acc: 92.7323, s1.loss_bbox: 0.1229, s1.loss_mask: 0.1315, s2.loss_cls: 0.0523, s2.acc: 92.8449, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0620, loss: 1.3772 2022-06-15 03:21:18,909 - mmdet - INFO - Epoch [5][4500/7330] lr: 1.000e-04, eta: 1 day, 7:48:41, time: 0.466, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2196, s0.acc: 92.8420, s0.loss_bbox: 0.2708, s0.loss_mask: 0.2646, s1.loss_cls: 0.1049, s1.acc: 92.9030, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1295, s2.loss_cls: 0.0498, s2.acc: 93.1055, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0599, loss: 1.3299 2022-06-15 03:21:41,009 - mmdet - INFO - Epoch [5][4550/7330] lr: 1.000e-04, eta: 1 day, 7:47:58, time: 0.442, data_time: 0.014, memory: 16052, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.2122, s0.acc: 93.3318, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2610, s1.loss_cls: 0.1015, s1.acc: 93.5335, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1283, s2.loss_cls: 0.0481, s2.acc: 93.6760, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0601, loss: 1.2935 2022-06-15 03:22:03,570 - mmdet - INFO - Epoch [5][4600/7330] lr: 1.000e-04, eta: 1 day, 7:47:17, time: 0.451, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.2031, s0.acc: 93.4521, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2536, s1.loss_cls: 0.0979, s1.acc: 93.4380, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1253, s2.loss_cls: 0.0473, s2.acc: 93.5623, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0588, loss: 1.2553 2022-06-15 03:22:26,205 - mmdet - INFO - Epoch [5][4650/7330] lr: 1.000e-04, eta: 1 day, 7:46:37, time: 0.453, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2115, s0.acc: 93.1199, s0.loss_bbox: 0.2674, s0.loss_mask: 0.2644, s1.loss_cls: 0.1008, s1.acc: 93.2977, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1286, s2.loss_cls: 0.0480, s2.acc: 93.4874, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0600, loss: 1.3098 2022-06-15 03:22:49,230 - mmdet - INFO - Epoch [5][4700/7330] lr: 1.000e-04, eta: 1 day, 7:45:59, time: 0.461, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2042, s0.acc: 93.3225, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2500, s1.loss_cls: 0.0958, s1.acc: 93.5756, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1228, s2.loss_cls: 0.0459, s2.acc: 93.7138, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0585, loss: 1.2591 2022-06-15 03:23:12,193 - mmdet - INFO - Epoch [5][4750/7330] lr: 1.000e-04, eta: 1 day, 7:45:22, time: 0.459, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2139, s0.acc: 93.0798, s0.loss_bbox: 0.2652, s0.loss_mask: 0.2657, s1.loss_cls: 0.1021, s1.acc: 93.1488, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1291, s2.loss_cls: 0.0485, s2.acc: 93.3302, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0599, loss: 1.3119 2022-06-15 03:23:35,064 - mmdet - INFO - Epoch [5][4800/7330] lr: 1.000e-04, eta: 1 day, 7:44:43, time: 0.457, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2103, s0.acc: 93.2383, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2637, s1.loss_cls: 0.1006, s1.acc: 93.3210, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1289, s2.loss_cls: 0.0483, s2.acc: 93.3156, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0606, loss: 1.3001 2022-06-15 03:23:57,977 - mmdet - INFO - Epoch [5][4850/7330] lr: 1.000e-04, eta: 1 day, 7:44:05, time: 0.458, data_time: 0.020, memory: 16052, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2243, s0.acc: 92.7634, s0.loss_bbox: 0.2761, s0.loss_mask: 0.2584, s1.loss_cls: 0.1079, s1.acc: 92.8853, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1266, s2.loss_cls: 0.0514, s2.acc: 92.9371, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0595, loss: 1.3439 2022-06-15 03:24:20,859 - mmdet - INFO - Epoch [5][4900/7330] lr: 1.000e-04, eta: 1 day, 7:43:26, time: 0.455, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2134, s0.acc: 93.0759, s0.loss_bbox: 0.2677, s0.loss_mask: 0.2647, s1.loss_cls: 0.1029, s1.acc: 93.0707, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1277, s2.loss_cls: 0.0492, s2.acc: 93.2750, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0595, loss: 1.3166 2022-06-15 03:24:43,570 - mmdet - INFO - Epoch [5][4950/7330] lr: 1.000e-04, eta: 1 day, 7:42:48, time: 0.457, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.2100, s0.acc: 93.1748, s0.loss_bbox: 0.2667, s0.loss_mask: 0.2611, s1.loss_cls: 0.0992, s1.acc: 93.3269, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1271, s2.loss_cls: 0.0477, s2.acc: 93.3179, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0596, loss: 1.3002 2022-06-15 03:25:06,559 - mmdet - INFO - Epoch [5][5000/7330] lr: 1.000e-04, eta: 1 day, 7:42:10, time: 0.460, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2223, s0.acc: 92.7871, s0.loss_bbox: 0.2822, s0.loss_mask: 0.2681, s1.loss_cls: 0.1064, s1.acc: 92.8758, s1.loss_bbox: 0.1254, s1.loss_mask: 0.1302, s2.loss_cls: 0.0504, s2.acc: 93.0469, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0601, loss: 1.3648 2022-06-15 03:25:29,689 - mmdet - INFO - Epoch [5][5050/7330] lr: 1.000e-04, eta: 1 day, 7:41:34, time: 0.462, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2149, s0.acc: 93.1765, s0.loss_bbox: 0.2631, s0.loss_mask: 0.2513, s1.loss_cls: 0.1019, s1.acc: 93.2808, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1242, s2.loss_cls: 0.0489, s2.acc: 93.3790, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0580, loss: 1.2956 2022-06-15 03:25:52,701 - mmdet - INFO - Epoch [5][5100/7330] lr: 1.000e-04, eta: 1 day, 7:40:57, time: 0.460, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2167, s0.acc: 93.0737, s0.loss_bbox: 0.2636, s0.loss_mask: 0.2583, s1.loss_cls: 0.1038, s1.acc: 93.1089, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1261, s2.loss_cls: 0.0503, s2.acc: 93.1421, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0593, loss: 1.3076 2022-06-15 03:26:15,622 - mmdet - INFO - Epoch [5][5150/7330] lr: 1.000e-04, eta: 1 day, 7:40:19, time: 0.458, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2097, s0.acc: 93.3801, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2544, s1.loss_cls: 0.1006, s1.acc: 93.5274, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1236, s2.loss_cls: 0.0490, s2.acc: 93.6005, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0579, loss: 1.2770 2022-06-15 03:26:38,881 - mmdet - INFO - Epoch [5][5200/7330] lr: 1.000e-04, eta: 1 day, 7:39:44, time: 0.465, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2057, s0.acc: 93.2334, s0.loss_bbox: 0.2679, s0.loss_mask: 0.2581, s1.loss_cls: 0.0988, s1.acc: 93.3703, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1272, s2.loss_cls: 0.0484, s2.acc: 93.2501, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0599, loss: 1.3020 2022-06-15 03:27:01,926 - mmdet - INFO - Epoch [5][5250/7330] lr: 1.000e-04, eta: 1 day, 7:39:07, time: 0.461, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.2127, s0.acc: 93.1072, s0.loss_bbox: 0.2653, s0.loss_mask: 0.2630, s1.loss_cls: 0.1005, s1.acc: 93.2789, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1289, s2.loss_cls: 0.0485, s2.acc: 93.3072, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0604, loss: 1.3093 2022-06-15 03:27:25,795 - mmdet - INFO - Epoch [5][5300/7330] lr: 1.000e-04, eta: 1 day, 7:38:36, time: 0.477, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2279, s0.acc: 92.7151, s0.loss_bbox: 0.2783, s0.loss_mask: 0.2695, s1.loss_cls: 0.1079, s1.acc: 92.9189, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1319, s2.loss_cls: 0.0510, s2.acc: 93.0226, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0615, loss: 1.3682 2022-06-15 03:27:49,309 - mmdet - INFO - Epoch [5][5350/7330] lr: 1.000e-04, eta: 1 day, 7:38:02, time: 0.470, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2206, s0.acc: 92.9136, s0.loss_bbox: 0.2717, s0.loss_mask: 0.2617, s1.loss_cls: 0.1057, s1.acc: 92.9815, s1.loss_bbox: 0.1211, s1.loss_mask: 0.1274, s2.loss_cls: 0.0506, s2.acc: 93.1618, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0596, loss: 1.3314 2022-06-15 03:28:12,806 - mmdet - INFO - Epoch [5][5400/7330] lr: 1.000e-04, eta: 1 day, 7:37:28, time: 0.468, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2089, s0.acc: 93.0842, s0.loss_bbox: 0.2676, s0.loss_mask: 0.2631, s1.loss_cls: 0.1000, s1.acc: 93.3199, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1272, s2.loss_cls: 0.0478, s2.acc: 93.4191, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0592, loss: 1.3025 2022-06-15 03:28:36,607 - mmdet - INFO - Epoch [5][5450/7330] lr: 1.000e-04, eta: 1 day, 7:36:57, time: 0.478, data_time: 0.020, memory: 16052, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2131, s0.acc: 93.0269, s0.loss_bbox: 0.2725, s0.loss_mask: 0.2578, s1.loss_cls: 0.1018, s1.acc: 93.1462, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1265, s2.loss_cls: 0.0484, s2.acc: 93.1959, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0590, loss: 1.3167 2022-06-15 03:28:59,647 - mmdet - INFO - Epoch [5][5500/7330] lr: 1.000e-04, eta: 1 day, 7:36:20, time: 0.461, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2084, s0.acc: 93.0173, s0.loss_bbox: 0.2698, s0.loss_mask: 0.2577, s1.loss_cls: 0.0994, s1.acc: 93.1729, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1255, s2.loss_cls: 0.0474, s2.acc: 93.3090, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0588, loss: 1.2977 2022-06-15 03:29:22,862 - mmdet - INFO - Epoch [5][5550/7330] lr: 1.000e-04, eta: 1 day, 7:35:44, time: 0.464, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2122, s0.acc: 93.1638, s0.loss_bbox: 0.2663, s0.loss_mask: 0.2560, s1.loss_cls: 0.1009, s1.acc: 93.3570, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1253, s2.loss_cls: 0.0484, s2.acc: 93.4132, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0583, loss: 1.3013 2022-06-15 03:29:46,060 - mmdet - INFO - Epoch [5][5600/7330] lr: 1.000e-04, eta: 1 day, 7:35:09, time: 0.464, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2093, s0.acc: 93.2061, s0.loss_bbox: 0.2614, s0.loss_mask: 0.2531, s1.loss_cls: 0.0981, s1.acc: 93.4027, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1230, s2.loss_cls: 0.0466, s2.acc: 93.5617, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0580, loss: 1.2809 2022-06-15 03:30:09,763 - mmdet - INFO - Epoch [5][5650/7330] lr: 1.000e-04, eta: 1 day, 7:34:37, time: 0.474, data_time: 0.020, memory: 16052, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2174, s0.acc: 93.0813, s0.loss_bbox: 0.2712, s0.loss_mask: 0.2621, s1.loss_cls: 0.1036, s1.acc: 93.2129, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1275, s2.loss_cls: 0.0489, s2.acc: 93.4191, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0598, loss: 1.3272 2022-06-15 03:30:33,613 - mmdet - INFO - Epoch [5][5700/7330] lr: 1.000e-04, eta: 1 day, 7:34:05, time: 0.477, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2073, s0.acc: 93.2498, s0.loss_bbox: 0.2637, s0.loss_mask: 0.2555, s1.loss_cls: 0.0992, s1.acc: 93.3011, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1252, s2.loss_cls: 0.0480, s2.acc: 93.4052, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0582, loss: 1.2926 2022-06-15 03:30:57,182 - mmdet - INFO - Epoch [5][5750/7330] lr: 1.000e-04, eta: 1 day, 7:33:32, time: 0.471, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2003, s0.acc: 93.2478, s0.loss_bbox: 0.2665, s0.loss_mask: 0.2520, s1.loss_cls: 0.0968, s1.acc: 93.2701, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1222, s2.loss_cls: 0.0467, s2.acc: 93.3689, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0572, loss: 1.2775 2022-06-15 03:31:20,193 - mmdet - INFO - Epoch [5][5800/7330] lr: 1.000e-04, eta: 1 day, 7:32:56, time: 0.460, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.2041, s0.acc: 93.3596, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2536, s1.loss_cls: 0.0969, s1.acc: 93.5561, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1236, s2.loss_cls: 0.0462, s2.acc: 93.6337, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0576, loss: 1.2667 2022-06-15 03:31:43,198 - mmdet - INFO - Epoch [5][5850/7330] lr: 1.000e-04, eta: 1 day, 7:32:19, time: 0.460, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1986, s0.acc: 93.5300, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2576, s1.loss_cls: 0.0948, s1.acc: 93.7109, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1251, s2.loss_cls: 0.0450, s2.acc: 93.7077, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0588, loss: 1.2501 2022-06-15 03:32:06,360 - mmdet - INFO - Epoch [5][5900/7330] lr: 1.000e-04, eta: 1 day, 7:31:43, time: 0.464, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2098, s0.acc: 93.1128, s0.loss_bbox: 0.2639, s0.loss_mask: 0.2548, s1.loss_cls: 0.1000, s1.acc: 93.1669, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1240, s2.loss_cls: 0.0483, s2.acc: 93.3110, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0582, loss: 1.2890 2022-06-15 03:32:28,859 - mmdet - INFO - Epoch [5][5950/7330] lr: 1.000e-04, eta: 1 day, 7:31:04, time: 0.450, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.2010, s0.acc: 93.4463, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2549, s1.loss_cls: 0.0960, s1.acc: 93.6403, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1242, s2.loss_cls: 0.0465, s2.acc: 93.5962, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0581, loss: 1.2752 2022-06-15 03:32:51,686 - mmdet - INFO - Epoch [5][6000/7330] lr: 1.000e-04, eta: 1 day, 7:30:26, time: 0.457, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2048, s0.acc: 93.3672, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2555, s1.loss_cls: 0.0971, s1.acc: 93.4344, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1247, s2.loss_cls: 0.0474, s2.acc: 93.3919, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0582, loss: 1.2780 2022-06-15 03:33:14,684 - mmdet - INFO - Epoch [5][6050/7330] lr: 1.000e-04, eta: 1 day, 7:29:49, time: 0.460, data_time: 0.020, memory: 16052, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2171, s0.acc: 93.0217, s0.loss_bbox: 0.2687, s0.loss_mask: 0.2580, s1.loss_cls: 0.1034, s1.acc: 93.1861, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1268, s2.loss_cls: 0.0495, s2.acc: 93.2936, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0598, loss: 1.3166 2022-06-15 03:33:37,399 - mmdet - INFO - Epoch [5][6100/7330] lr: 1.000e-04, eta: 1 day, 7:29:11, time: 0.454, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2174, s0.acc: 92.9143, s0.loss_bbox: 0.2711, s0.loss_mask: 0.2660, s1.loss_cls: 0.1049, s1.acc: 92.9778, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1290, s2.loss_cls: 0.0504, s2.acc: 93.0979, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0600, loss: 1.3387 2022-06-15 03:34:00,040 - mmdet - INFO - Epoch [5][6150/7330] lr: 1.000e-04, eta: 1 day, 7:28:32, time: 0.453, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.2036, s0.acc: 93.4597, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2599, s1.loss_cls: 0.0977, s1.acc: 93.5544, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1267, s2.loss_cls: 0.0465, s2.acc: 93.6578, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0590, loss: 1.2700 2022-06-15 03:34:22,854 - mmdet - INFO - Epoch [5][6200/7330] lr: 1.000e-04, eta: 1 day, 7:27:55, time: 0.456, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2234, s0.acc: 92.8206, s0.loss_bbox: 0.2776, s0.loss_mask: 0.2688, s1.loss_cls: 0.1062, s1.acc: 92.9668, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1305, s2.loss_cls: 0.0507, s2.acc: 93.0198, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0606, loss: 1.3608 2022-06-15 03:34:45,844 - mmdet - INFO - Epoch [5][6250/7330] lr: 1.000e-04, eta: 1 day, 7:27:18, time: 0.460, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2151, s0.acc: 93.0212, s0.loss_bbox: 0.2639, s0.loss_mask: 0.2595, s1.loss_cls: 0.1039, s1.acc: 93.0537, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1270, s2.loss_cls: 0.0499, s2.acc: 93.1870, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0596, loss: 1.3118 2022-06-15 03:35:08,783 - mmdet - INFO - Epoch [5][6300/7330] lr: 1.000e-04, eta: 1 day, 7:26:41, time: 0.459, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2055, s0.acc: 93.3711, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2563, s1.loss_cls: 0.0974, s1.acc: 93.4313, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1255, s2.loss_cls: 0.0467, s2.acc: 93.5238, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0586, loss: 1.2761 2022-06-15 03:35:32,381 - mmdet - INFO - Epoch [5][6350/7330] lr: 1.000e-04, eta: 1 day, 7:26:09, time: 0.472, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.2083, s0.acc: 93.3623, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2485, s1.loss_cls: 0.0992, s1.acc: 93.5014, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1217, s2.loss_cls: 0.0470, s2.acc: 93.6077, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0575, loss: 1.2656 2022-06-15 03:35:55,522 - mmdet - INFO - Epoch [5][6400/7330] lr: 1.000e-04, eta: 1 day, 7:25:34, time: 0.463, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2109, s0.acc: 93.2185, s0.loss_bbox: 0.2669, s0.loss_mask: 0.2573, s1.loss_cls: 0.0992, s1.acc: 93.4083, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1243, s2.loss_cls: 0.0473, s2.acc: 93.5151, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0579, loss: 1.3008 2022-06-15 03:36:18,530 - mmdet - INFO - Epoch [5][6450/7330] lr: 1.000e-04, eta: 1 day, 7:24:57, time: 0.460, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2085, s0.acc: 93.1052, s0.loss_bbox: 0.2680, s0.loss_mask: 0.2556, s1.loss_cls: 0.0997, s1.acc: 93.2025, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1250, s2.loss_cls: 0.0476, s2.acc: 93.3867, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0586, loss: 1.2925 2022-06-15 03:36:41,896 - mmdet - INFO - Epoch [5][6500/7330] lr: 1.000e-04, eta: 1 day, 7:24:24, time: 0.467, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2064, s0.acc: 93.2490, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2576, s1.loss_cls: 0.0987, s1.acc: 93.4069, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1272, s2.loss_cls: 0.0470, s2.acc: 93.5361, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0595, loss: 1.2909 2022-06-15 03:37:05,480 - mmdet - INFO - Epoch [5][6550/7330] lr: 1.000e-04, eta: 1 day, 7:23:51, time: 0.472, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2124, s0.acc: 93.0125, s0.loss_bbox: 0.2743, s0.loss_mask: 0.2602, s1.loss_cls: 0.1026, s1.acc: 93.0911, s1.loss_bbox: 0.1213, s1.loss_mask: 0.1281, s2.loss_cls: 0.0491, s2.acc: 93.2448, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0597, loss: 1.3216 2022-06-15 03:37:28,640 - mmdet - INFO - Epoch [5][6600/7330] lr: 1.000e-04, eta: 1 day, 7:23:16, time: 0.463, data_time: 0.020, memory: 16052, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2150, s0.acc: 93.1169, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2575, s1.loss_cls: 0.1020, s1.acc: 93.2635, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1254, s2.loss_cls: 0.0486, s2.acc: 93.4247, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0589, loss: 1.3077 2022-06-15 03:37:51,397 - mmdet - INFO - Epoch [5][6650/7330] lr: 1.000e-04, eta: 1 day, 7:22:38, time: 0.456, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.2131, s0.acc: 93.2407, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2614, s1.loss_cls: 0.1021, s1.acc: 93.3226, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1285, s2.loss_cls: 0.0487, s2.acc: 93.3503, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0597, loss: 1.3040 2022-06-15 03:38:14,697 - mmdet - INFO - Epoch [5][6700/7330] lr: 1.000e-04, eta: 1 day, 7:22:04, time: 0.466, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2125, s0.acc: 93.0564, s0.loss_bbox: 0.2645, s0.loss_mask: 0.2562, s1.loss_cls: 0.1024, s1.acc: 93.1386, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1259, s2.loss_cls: 0.0485, s2.acc: 93.3157, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0589, loss: 1.2994 2022-06-15 03:38:37,348 - mmdet - INFO - Epoch [5][6750/7330] lr: 1.000e-04, eta: 1 day, 7:21:26, time: 0.453, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.2030, s0.acc: 93.4146, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2566, s1.loss_cls: 0.0957, s1.acc: 93.6228, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1246, s2.loss_cls: 0.0460, s2.acc: 93.6924, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0580, loss: 1.2591 2022-06-15 03:39:01,505 - mmdet - INFO - Epoch [5][6800/7330] lr: 1.000e-04, eta: 1 day, 7:20:57, time: 0.483, data_time: 0.022, memory: 16052, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2172, s0.acc: 92.9912, s0.loss_bbox: 0.2693, s0.loss_mask: 0.2602, s1.loss_cls: 0.1028, s1.acc: 93.1542, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1265, s2.loss_cls: 0.0491, s2.acc: 93.3197, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0595, loss: 1.3181 2022-06-15 03:39:24,784 - mmdet - INFO - Epoch [5][6850/7330] lr: 1.000e-04, eta: 1 day, 7:20:23, time: 0.466, data_time: 0.020, memory: 16052, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2140, s0.acc: 93.0310, s0.loss_bbox: 0.2684, s0.loss_mask: 0.2614, s1.loss_cls: 0.1019, s1.acc: 93.0705, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1285, s2.loss_cls: 0.0487, s2.acc: 93.1346, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0604, loss: 1.3139 2022-06-15 03:39:48,719 - mmdet - INFO - Epoch [5][6900/7330] lr: 1.000e-04, eta: 1 day, 7:19:53, time: 0.479, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2126, s0.acc: 93.0376, s0.loss_bbox: 0.2704, s0.loss_mask: 0.2625, s1.loss_cls: 0.1014, s1.acc: 93.1266, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1283, s2.loss_cls: 0.0487, s2.acc: 93.3400, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0596, loss: 1.3142 2022-06-15 03:40:12,638 - mmdet - INFO - Epoch [5][6950/7330] lr: 1.000e-04, eta: 1 day, 7:19:23, time: 0.478, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2225, s0.acc: 92.7537, s0.loss_bbox: 0.2723, s0.loss_mask: 0.2679, s1.loss_cls: 0.1066, s1.acc: 92.9576, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1311, s2.loss_cls: 0.0508, s2.acc: 93.1067, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0611, loss: 1.3460 2022-06-15 03:40:35,915 - mmdet - INFO - Epoch [5][7000/7330] lr: 1.000e-04, eta: 1 day, 7:18:49, time: 0.466, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2118, s0.acc: 92.9512, s0.loss_bbox: 0.2733, s0.loss_mask: 0.2539, s1.loss_cls: 0.1005, s1.acc: 93.1399, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1252, s2.loss_cls: 0.0489, s2.acc: 93.1528, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0581, loss: 1.3067 2022-06-15 03:40:59,386 - mmdet - INFO - Epoch [5][7050/7330] lr: 1.000e-04, eta: 1 day, 7:18:16, time: 0.469, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2175, s0.acc: 92.9292, s0.loss_bbox: 0.2692, s0.loss_mask: 0.2614, s1.loss_cls: 0.1040, s1.acc: 93.0146, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1263, s2.loss_cls: 0.0496, s2.acc: 93.1845, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0589, loss: 1.3199 2022-06-15 03:41:22,580 - mmdet - INFO - Epoch [5][7100/7330] lr: 1.000e-04, eta: 1 day, 7:17:41, time: 0.464, data_time: 0.020, memory: 16052, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2255, s0.acc: 92.7239, s0.loss_bbox: 0.2751, s0.loss_mask: 0.2534, s1.loss_cls: 0.1079, s1.acc: 92.8320, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1243, s2.loss_cls: 0.0515, s2.acc: 92.9798, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0581, loss: 1.3356 2022-06-15 03:41:45,831 - mmdet - INFO - Epoch [5][7150/7330] lr: 1.000e-04, eta: 1 day, 7:17:07, time: 0.465, data_time: 0.020, memory: 16052, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2059, s0.acc: 93.4639, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2574, s1.loss_cls: 0.0993, s1.acc: 93.4889, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1266, s2.loss_cls: 0.0475, s2.acc: 93.5568, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0596, loss: 1.2795 2022-06-15 03:42:08,716 - mmdet - INFO - Epoch [5][7200/7330] lr: 1.000e-04, eta: 1 day, 7:16:31, time: 0.458, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2124, s0.acc: 93.1184, s0.loss_bbox: 0.2718, s0.loss_mask: 0.2630, s1.loss_cls: 0.1021, s1.acc: 93.1187, s1.loss_bbox: 0.1211, s1.loss_mask: 0.1282, s2.loss_cls: 0.0494, s2.acc: 93.0743, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0602, loss: 1.3218 2022-06-15 03:42:31,486 - mmdet - INFO - Epoch [5][7250/7330] lr: 1.000e-04, eta: 1 day, 7:15:53, time: 0.455, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.2062, s0.acc: 93.3843, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2561, s1.loss_cls: 0.0983, s1.acc: 93.3789, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1250, s2.loss_cls: 0.0474, s2.acc: 93.5000, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0586, loss: 1.2787 2022-06-15 03:42:54,676 - mmdet - INFO - Epoch [5][7300/7330] lr: 1.000e-04, eta: 1 day, 7:15:19, time: 0.464, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2066, s0.acc: 93.2268, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2594, s1.loss_cls: 0.0995, s1.acc: 93.3201, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1267, s2.loss_cls: 0.0485, s2.acc: 93.4078, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0594, loss: 1.2956 2022-06-15 03:43:25,908 - mmdet - INFO - Saving checkpoint at 5 epochs 2022-06-15 03:46:38,158 - mmdet - INFO - Evaluating bbox... 2022-06-15 03:47:06,089 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.587 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.437 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.243 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.430 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.550 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.550 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.550 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.357 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.583 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.715 2022-06-15 03:47:06,090 - mmdet - INFO - Evaluating segm... 2022-06-15 03:47:40,339 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.353 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.559 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.379 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.172 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.377 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.290 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.655 2022-06-15 03:47:40,860 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 03:47:40,860 - mmdet - INFO - Epoch(val) [5][625] bbox_mAP: 0.4030, bbox_mAP_50: 0.5870, bbox_mAP_75: 0.4370, bbox_mAP_s: 0.2430, bbox_mAP_m: 0.4300, bbox_mAP_l: 0.5400, bbox_mAP_copypaste: 0.403 0.587 0.437 0.243 0.430 0.540, segm_mAP: 0.3530, segm_mAP_50: 0.5590, segm_mAP_75: 0.3790, segm_mAP_s: 0.1720, segm_mAP_m: 0.3770, segm_mAP_l: 0.5290, segm_mAP_copypaste: 0.353 0.559 0.379 0.172 0.377 0.529 2022-06-15 03:51:57,780 - mmdet - INFO - Epoch [6][50/7330] lr: 1.000e-04, eta: 1 day, 7:37:04, time: 5.138, data_time: 4.683, memory: 16052, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1935, s0.acc: 93.6208, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2497, s1.loss_cls: 0.0922, s1.acc: 93.7140, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1226, s2.loss_cls: 0.0447, s2.acc: 93.6514, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0575, loss: 1.2390 2022-06-15 03:52:21,050 - mmdet - INFO - Epoch [6][100/7330] lr: 1.000e-04, eta: 1 day, 7:36:28, time: 0.466, data_time: 0.021, memory: 16052, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2010, s0.acc: 93.3291, s0.loss_bbox: 0.2611, s0.loss_mask: 0.2513, s1.loss_cls: 0.0957, s1.acc: 93.4239, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1235, s2.loss_cls: 0.0472, s2.acc: 93.3620, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0577, loss: 1.2624 2022-06-15 03:52:44,346 - mmdet - INFO - Epoch [6][150/7330] lr: 1.000e-04, eta: 1 day, 7:35:52, time: 0.465, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1877, s0.acc: 93.6455, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2522, s1.loss_cls: 0.0906, s1.acc: 93.7144, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1236, s2.loss_cls: 0.0437, s2.acc: 93.6660, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0578, loss: 1.2305 2022-06-15 03:53:07,881 - mmdet - INFO - Epoch [6][200/7330] lr: 1.000e-04, eta: 1 day, 7:35:18, time: 0.471, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2108, s0.acc: 93.0540, s0.loss_bbox: 0.2702, s0.loss_mask: 0.2600, s1.loss_cls: 0.0998, s1.acc: 93.2435, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1269, s2.loss_cls: 0.0478, s2.acc: 93.3796, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0591, loss: 1.3095 2022-06-15 03:53:31,648 - mmdet - INFO - Epoch [6][250/7330] lr: 1.000e-04, eta: 1 day, 7:34:45, time: 0.475, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2001, s0.acc: 93.4692, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2515, s1.loss_cls: 0.0949, s1.acc: 93.6017, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1226, s2.loss_cls: 0.0449, s2.acc: 93.8020, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0573, loss: 1.2536 2022-06-15 03:53:55,046 - mmdet - INFO - Epoch [6][300/7330] lr: 1.000e-04, eta: 1 day, 7:34:10, time: 0.468, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1980, s0.acc: 93.3835, s0.loss_bbox: 0.2623, s0.loss_mask: 0.2584, s1.loss_cls: 0.0951, s1.acc: 93.4406, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1264, s2.loss_cls: 0.0460, s2.acc: 93.4212, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0592, loss: 1.2732 2022-06-15 03:54:18,063 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 03:54:18,064 - mmdet - INFO - Epoch [6][350/7330] lr: 1.000e-04, eta: 1 day, 7:33:33, time: 0.460, data_time: 0.020, memory: 16052, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2134, s0.acc: 92.7988, s0.loss_bbox: 0.2675, s0.loss_mask: 0.2532, s1.loss_cls: 0.1016, s1.acc: 93.0249, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1244, s2.loss_cls: 0.0486, s2.acc: 93.2029, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0584, loss: 1.2977 2022-06-15 03:54:40,892 - mmdet - INFO - Epoch [6][400/7330] lr: 1.000e-04, eta: 1 day, 7:32:54, time: 0.457, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.2005, s0.acc: 93.3794, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2508, s1.loss_cls: 0.0954, s1.acc: 93.4778, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1246, s2.loss_cls: 0.0455, s2.acc: 93.6250, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0589, loss: 1.2605 2022-06-15 03:55:04,265 - mmdet - INFO - Epoch [6][450/7330] lr: 1.000e-04, eta: 1 day, 7:32:19, time: 0.467, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2161, s0.acc: 92.9768, s0.loss_bbox: 0.2704, s0.loss_mask: 0.2582, s1.loss_cls: 0.1033, s1.acc: 92.9884, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1251, s2.loss_cls: 0.0497, s2.acc: 93.0884, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0580, loss: 1.3147 2022-06-15 03:55:27,411 - mmdet - INFO - Epoch [6][500/7330] lr: 1.000e-04, eta: 1 day, 7:31:42, time: 0.463, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2089, s0.acc: 93.1653, s0.loss_bbox: 0.2632, s0.loss_mask: 0.2537, s1.loss_cls: 0.0990, s1.acc: 93.3448, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1235, s2.loss_cls: 0.0470, s2.acc: 93.5513, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0581, loss: 1.2824 2022-06-15 03:55:50,108 - mmdet - INFO - Epoch [6][550/7330] lr: 1.000e-04, eta: 1 day, 7:31:03, time: 0.454, data_time: 0.013, memory: 16052, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2046, s0.acc: 93.2583, s0.loss_bbox: 0.2639, s0.loss_mask: 0.2509, s1.loss_cls: 0.0984, s1.acc: 93.3642, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1222, s2.loss_cls: 0.0475, s2.acc: 93.3075, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0573, loss: 1.2723 2022-06-15 03:56:12,929 - mmdet - INFO - Epoch [6][600/7330] lr: 1.000e-04, eta: 1 day, 7:30:25, time: 0.456, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2103, s0.acc: 93.1221, s0.loss_bbox: 0.2617, s0.loss_mask: 0.2598, s1.loss_cls: 0.1005, s1.acc: 93.3073, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1278, s2.loss_cls: 0.0477, s2.acc: 93.4728, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0595, loss: 1.2914 2022-06-15 03:56:35,601 - mmdet - INFO - Epoch [6][650/7330] lr: 1.000e-04, eta: 1 day, 7:29:45, time: 0.453, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2106, s0.acc: 93.2151, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2580, s1.loss_cls: 0.1001, s1.acc: 93.3311, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1244, s2.loss_cls: 0.0472, s2.acc: 93.5328, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0584, loss: 1.2835 2022-06-15 03:56:58,194 - mmdet - INFO - Epoch [6][700/7330] lr: 1.000e-04, eta: 1 day, 7:29:06, time: 0.452, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.2030, s0.acc: 93.4619, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2648, s1.loss_cls: 0.0969, s1.acc: 93.5842, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1288, s2.loss_cls: 0.0453, s2.acc: 93.7976, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0608, loss: 1.2758 2022-06-15 03:57:20,884 - mmdet - INFO - Epoch [6][750/7330] lr: 1.000e-04, eta: 1 day, 7:28:26, time: 0.454, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1954, s0.acc: 93.6133, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2549, s1.loss_cls: 0.0921, s1.acc: 93.8009, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1248, s2.loss_cls: 0.0440, s2.acc: 93.8683, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0586, loss: 1.2492 2022-06-15 03:57:43,222 - mmdet - INFO - Epoch [6][800/7330] lr: 1.000e-04, eta: 1 day, 7:27:45, time: 0.447, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.2117, s0.acc: 93.0088, s0.loss_bbox: 0.2682, s0.loss_mask: 0.2586, s1.loss_cls: 0.1018, s1.acc: 93.1385, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1272, s2.loss_cls: 0.0483, s2.acc: 93.3065, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0597, loss: 1.2995 2022-06-15 03:58:06,351 - mmdet - INFO - Epoch [6][850/7330] lr: 1.000e-04, eta: 1 day, 7:27:09, time: 0.462, data_time: 0.020, memory: 16052, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2064, s0.acc: 93.1545, s0.loss_bbox: 0.2693, s0.loss_mask: 0.2530, s1.loss_cls: 0.0975, s1.acc: 93.3599, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1245, s2.loss_cls: 0.0468, s2.acc: 93.4235, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0580, loss: 1.2904 2022-06-15 03:58:29,000 - mmdet - INFO - Epoch [6][900/7330] lr: 1.000e-04, eta: 1 day, 7:26:30, time: 0.453, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1976, s0.acc: 93.5901, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2484, s1.loss_cls: 0.0937, s1.acc: 93.7045, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1227, s2.loss_cls: 0.0445, s2.acc: 93.7885, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0575, loss: 1.2322 2022-06-15 03:58:51,310 - mmdet - INFO - Epoch [6][950/7330] lr: 1.000e-04, eta: 1 day, 7:25:48, time: 0.446, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2061, s0.acc: 93.2295, s0.loss_bbox: 0.2664, s0.loss_mask: 0.2589, s1.loss_cls: 0.0987, s1.acc: 93.3945, s1.loss_bbox: 0.1197, s1.loss_mask: 0.1272, s2.loss_cls: 0.0478, s2.acc: 93.4154, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0591, loss: 1.2973 2022-06-15 03:59:14,451 - mmdet - INFO - Epoch [6][1000/7330] lr: 1.000e-04, eta: 1 day, 7:25:12, time: 0.463, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2144, s0.acc: 92.9460, s0.loss_bbox: 0.2735, s0.loss_mask: 0.2575, s1.loss_cls: 0.1016, s1.acc: 93.1073, s1.loss_bbox: 0.1224, s1.loss_mask: 0.1262, s2.loss_cls: 0.0489, s2.acc: 93.2186, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0590, loss: 1.3174 2022-06-15 03:59:37,399 - mmdet - INFO - Epoch [6][1050/7330] lr: 1.000e-04, eta: 1 day, 7:24:35, time: 0.459, data_time: 0.017, memory: 16052, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2009, s0.acc: 93.2388, s0.loss_bbox: 0.2689, s0.loss_mask: 0.2538, s1.loss_cls: 0.0960, s1.acc: 93.3450, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1243, s2.loss_cls: 0.0460, s2.acc: 93.4983, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0582, loss: 1.2768 2022-06-15 04:00:00,557 - mmdet - INFO - Epoch [6][1100/7330] lr: 1.000e-04, eta: 1 day, 7:23:59, time: 0.463, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2031, s0.acc: 93.1882, s0.loss_bbox: 0.2731, s0.loss_mask: 0.2620, s1.loss_cls: 0.0969, s1.acc: 93.3157, s1.loss_bbox: 0.1221, s1.loss_mask: 0.1285, s2.loss_cls: 0.0469, s2.acc: 93.4300, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0599, loss: 1.3076 2022-06-15 04:00:23,800 - mmdet - INFO - Epoch [6][1150/7330] lr: 1.000e-04, eta: 1 day, 7:23:23, time: 0.465, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.2078, s0.acc: 93.1638, s0.loss_bbox: 0.2654, s0.loss_mask: 0.2612, s1.loss_cls: 0.0998, s1.acc: 93.2373, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1285, s2.loss_cls: 0.0479, s2.acc: 93.3294, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0600, loss: 1.2983 2022-06-15 04:00:46,766 - mmdet - INFO - Epoch [6][1200/7330] lr: 1.000e-04, eta: 1 day, 7:22:46, time: 0.459, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2087, s0.acc: 93.2705, s0.loss_bbox: 0.2609, s0.loss_mask: 0.2547, s1.loss_cls: 0.1000, s1.acc: 93.2762, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1245, s2.loss_cls: 0.0480, s2.acc: 93.3974, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0578, loss: 1.2808 2022-06-15 04:01:10,058 - mmdet - INFO - Epoch [6][1250/7330] lr: 1.000e-04, eta: 1 day, 7:22:11, time: 0.465, data_time: 0.021, memory: 16052, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2153, s0.acc: 92.9556, s0.loss_bbox: 0.2737, s0.loss_mask: 0.2589, s1.loss_cls: 0.1017, s1.acc: 93.0291, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1264, s2.loss_cls: 0.0493, s2.acc: 93.1778, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0589, loss: 1.3198 2022-06-15 04:01:32,903 - mmdet - INFO - Epoch [6][1300/7330] lr: 1.000e-04, eta: 1 day, 7:21:33, time: 0.457, data_time: 0.018, memory: 16052, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1982, s0.acc: 93.4294, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2496, s1.loss_cls: 0.0939, s1.acc: 93.6352, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1220, s2.loss_cls: 0.0454, s2.acc: 93.6843, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0570, loss: 1.2520 2022-06-15 04:01:56,100 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 04:01:56,110 - mmdet - INFO - Epoch [6][1350/7330] lr: 1.000e-04, eta: 1 day, 7:20:58, time: 0.464, data_time: 0.021, memory: 16052, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2062, s0.acc: 93.2830, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2558, s1.loss_cls: 0.1001, s1.acc: 93.2942, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1250, s2.loss_cls: 0.0479, s2.acc: 93.3763, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0581, loss: 1.2802 2022-06-15 04:02:19,242 - mmdet - INFO - Epoch [6][1400/7330] lr: 1.000e-04, eta: 1 day, 7:20:22, time: 0.463, data_time: 0.015, memory: 16052, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2151, s0.acc: 92.9241, s0.loss_bbox: 0.2791, s0.loss_mask: 0.2542, s1.loss_cls: 0.1023, s1.acc: 93.0263, s1.loss_bbox: 0.1237, s1.loss_mask: 0.1240, s2.loss_cls: 0.0489, s2.acc: 93.1653, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0577, loss: 1.3227 2022-06-15 04:02:42,753 - mmdet - INFO - Epoch [6][1450/7330] lr: 1.000e-04, eta: 1 day, 7:19:48, time: 0.470, data_time: 0.022, memory: 16052, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2099, s0.acc: 93.0613, s0.loss_bbox: 0.2685, s0.loss_mask: 0.2579, s1.loss_cls: 0.1006, s1.acc: 93.1607, s1.loss_bbox: 0.1224, s1.loss_mask: 0.1263, s2.loss_cls: 0.0488, s2.acc: 93.0911, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0590, loss: 1.3097 2022-06-15 04:03:05,530 - mmdet - INFO - Epoch [6][1500/7330] lr: 1.000e-04, eta: 1 day, 7:19:10, time: 0.455, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1957, s0.acc: 93.5483, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2493, s1.loss_cls: 0.0961, s1.acc: 93.4923, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1222, s2.loss_cls: 0.0470, s2.acc: 93.4602, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0576, loss: 1.2329 2022-06-15 04:03:28,506 - mmdet - INFO - Epoch [6][1550/7330] lr: 1.000e-04, eta: 1 day, 7:18:33, time: 0.459, data_time: 0.016, memory: 16052, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2014, s0.acc: 93.5085, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2503, s1.loss_cls: 0.0969, s1.acc: 93.4510, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1224, s2.loss_cls: 0.0462, s2.acc: 93.5960, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0567, loss: 1.2557 2022-06-15 04:03:51,580 - mmdet - INFO - Epoch [6][1600/7330] lr: 1.000e-04, eta: 1 day, 7:17:57, time: 0.462, data_time: 0.019, memory: 16052, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2071, s0.acc: 93.1709, s0.loss_bbox: 0.2642, s0.loss_mask: 0.2489, s1.loss_cls: 0.0995, s1.acc: 93.2045, s1.loss_bbox: 0.1212, s1.loss_mask: 0.1226, s2.loss_cls: 0.0487, s2.acc: 93.1717, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0579, loss: 1.2806 2022-06-15 04:04:14,562 - mmdet - INFO - Epoch [6][1650/7330] lr: 1.000e-04, eta: 1 day, 7:17:21, time: 0.460, data_time: 0.021, memory: 16052, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2104, s0.acc: 92.9968, s0.loss_bbox: 0.2705, s0.loss_mask: 0.2524, s1.loss_cls: 0.1012, s1.acc: 93.0349, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1243, s2.loss_cls: 0.0486, s2.acc: 93.1119, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0580, loss: 1.2977 2022-06-15 04:04:37,710 - mmdet - INFO - Epoch [6][1700/7330] lr: 1.000e-04, eta: 1 day, 7:16:45, time: 0.463, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2107, s0.acc: 93.1467, s0.loss_bbox: 0.2654, s0.loss_mask: 0.2558, s1.loss_cls: 0.1011, s1.acc: 93.2299, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1258, s2.loss_cls: 0.0491, s2.acc: 93.2266, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0592, loss: 1.3021 2022-06-15 04:05:00,659 - mmdet - INFO - Epoch [6][1750/7330] lr: 1.000e-04, eta: 1 day, 7:16:07, time: 0.457, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2031, s0.acc: 93.2876, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2506, s1.loss_cls: 0.0981, s1.acc: 93.3980, s1.loss_bbox: 0.1189, s1.loss_mask: 0.1234, s2.loss_cls: 0.0475, s2.acc: 93.3950, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0581, loss: 1.2712 2022-06-15 04:05:23,787 - mmdet - INFO - Epoch [6][1800/7330] lr: 1.000e-04, eta: 1 day, 7:15:32, time: 0.465, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2107, s0.acc: 93.1350, s0.loss_bbox: 0.2635, s0.loss_mask: 0.2588, s1.loss_cls: 0.1012, s1.acc: 93.1685, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1264, s2.loss_cls: 0.0491, s2.acc: 93.1757, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0589, loss: 1.3028 2022-06-15 04:05:46,741 - mmdet - INFO - Epoch [6][1850/7330] lr: 1.000e-04, eta: 1 day, 7:14:56, time: 0.459, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2025, s0.acc: 93.4277, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2572, s1.loss_cls: 0.0981, s1.acc: 93.5091, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1254, s2.loss_cls: 0.0473, s2.acc: 93.6244, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0579, loss: 1.2679 2022-06-15 04:06:09,970 - mmdet - INFO - Epoch [6][1900/7330] lr: 1.000e-04, eta: 1 day, 7:14:21, time: 0.465, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2118, s0.acc: 92.9790, s0.loss_bbox: 0.2700, s0.loss_mask: 0.2636, s1.loss_cls: 0.1007, s1.acc: 93.1444, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1277, s2.loss_cls: 0.0484, s2.acc: 93.1193, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0598, loss: 1.3155 2022-06-15 04:06:32,997 - mmdet - INFO - Epoch [6][1950/7330] lr: 1.000e-04, eta: 1 day, 7:13:44, time: 0.461, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2017, s0.acc: 93.3770, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2599, s1.loss_cls: 0.0961, s1.acc: 93.5352, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1272, s2.loss_cls: 0.0459, s2.acc: 93.6915, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0593, loss: 1.2799 2022-06-15 04:06:55,979 - mmdet - INFO - Epoch [6][2000/7330] lr: 1.000e-04, eta: 1 day, 7:13:08, time: 0.460, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2049, s0.acc: 93.4414, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2506, s1.loss_cls: 0.0990, s1.acc: 93.5424, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1223, s2.loss_cls: 0.0476, s2.acc: 93.5189, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0574, loss: 1.2644 2022-06-15 04:07:19,064 - mmdet - INFO - Epoch [6][2050/7330] lr: 1.000e-04, eta: 1 day, 7:12:32, time: 0.462, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2127, s0.acc: 93.1748, s0.loss_bbox: 0.2602, s0.loss_mask: 0.2546, s1.loss_cls: 0.1015, s1.acc: 93.3000, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1244, s2.loss_cls: 0.0487, s2.acc: 93.3313, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0582, loss: 1.2888 2022-06-15 04:07:42,142 - mmdet - INFO - Epoch [6][2100/7330] lr: 1.000e-04, eta: 1 day, 7:11:56, time: 0.462, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2016, s0.acc: 93.3853, s0.loss_bbox: 0.2624, s0.loss_mask: 0.2546, s1.loss_cls: 0.0955, s1.acc: 93.4656, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1237, s2.loss_cls: 0.0460, s2.acc: 93.4997, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0577, loss: 1.2677 2022-06-15 04:08:05,533 - mmdet - INFO - Epoch [6][2150/7330] lr: 1.000e-04, eta: 1 day, 7:11:22, time: 0.468, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2069, s0.acc: 93.2107, s0.loss_bbox: 0.2627, s0.loss_mask: 0.2542, s1.loss_cls: 0.0970, s1.acc: 93.4489, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1244, s2.loss_cls: 0.0470, s2.acc: 93.4209, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0582, loss: 1.2810 2022-06-15 04:08:29,189 - mmdet - INFO - Epoch [6][2200/7330] lr: 1.000e-04, eta: 1 day, 7:10:49, time: 0.470, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2135, s0.acc: 92.8772, s0.loss_bbox: 0.2763, s0.loss_mask: 0.2604, s1.loss_cls: 0.1011, s1.acc: 93.0629, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1269, s2.loss_cls: 0.0485, s2.acc: 93.1410, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0583, loss: 1.3193 2022-06-15 04:08:52,790 - mmdet - INFO - Epoch [6][2250/7330] lr: 1.000e-04, eta: 1 day, 7:10:17, time: 0.475, data_time: 0.025, memory: 16064, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2019, s0.acc: 93.4255, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2470, s1.loss_cls: 0.0952, s1.acc: 93.5624, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1219, s2.loss_cls: 0.0456, s2.acc: 93.5641, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0575, loss: 1.2477 2022-06-15 04:09:15,749 - mmdet - INFO - Epoch [6][2300/7330] lr: 1.000e-04, eta: 1 day, 7:09:41, time: 0.459, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2071, s0.acc: 93.2112, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2465, s1.loss_cls: 0.0982, s1.acc: 93.4038, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1212, s2.loss_cls: 0.0478, s2.acc: 93.2535, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0567, loss: 1.2687 2022-06-15 04:09:39,692 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 04:09:39,708 - mmdet - INFO - Epoch [6][2350/7330] lr: 1.000e-04, eta: 1 day, 7:09:10, time: 0.479, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2078, s0.acc: 93.2083, s0.loss_bbox: 0.2666, s0.loss_mask: 0.2520, s1.loss_cls: 0.0978, s1.acc: 93.4005, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1240, s2.loss_cls: 0.0475, s2.acc: 93.3149, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0581, loss: 1.2890 2022-06-15 04:10:02,917 - mmdet - INFO - Epoch [6][2400/7330] lr: 1.000e-04, eta: 1 day, 7:08:36, time: 0.464, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2151, s0.acc: 92.9861, s0.loss_bbox: 0.2754, s0.loss_mask: 0.2654, s1.loss_cls: 0.1008, s1.acc: 93.2506, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1290, s2.loss_cls: 0.0482, s2.acc: 93.4045, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0602, loss: 1.3352 2022-06-15 04:10:25,734 - mmdet - INFO - Epoch [6][2450/7330] lr: 1.000e-04, eta: 1 day, 7:07:58, time: 0.456, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2061, s0.acc: 93.2043, s0.loss_bbox: 0.2708, s0.loss_mask: 0.2555, s1.loss_cls: 0.0980, s1.acc: 93.3071, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1247, s2.loss_cls: 0.0469, s2.acc: 93.4838, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0582, loss: 1.2924 2022-06-15 04:10:48,303 - mmdet - INFO - Epoch [6][2500/7330] lr: 1.000e-04, eta: 1 day, 7:07:20, time: 0.451, data_time: 0.014, memory: 16064, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2059, s0.acc: 93.3149, s0.loss_bbox: 0.2611, s0.loss_mask: 0.2562, s1.loss_cls: 0.0980, s1.acc: 93.4322, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1261, s2.loss_cls: 0.0468, s2.acc: 93.4955, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0598, loss: 1.2836 2022-06-15 04:11:11,180 - mmdet - INFO - Epoch [6][2550/7330] lr: 1.000e-04, eta: 1 day, 7:06:43, time: 0.458, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.2100, s0.acc: 93.1941, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2474, s1.loss_cls: 0.1004, s1.acc: 93.2591, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1207, s2.loss_cls: 0.0477, s2.acc: 93.4481, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0565, loss: 1.2682 2022-06-15 04:11:34,519 - mmdet - INFO - Epoch [6][2600/7330] lr: 1.000e-04, eta: 1 day, 7:06:09, time: 0.467, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2088, s0.acc: 93.0454, s0.loss_bbox: 0.2629, s0.loss_mask: 0.2485, s1.loss_cls: 0.1007, s1.acc: 93.1662, s1.loss_bbox: 0.1189, s1.loss_mask: 0.1226, s2.loss_cls: 0.0485, s2.acc: 93.3352, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0580, loss: 1.2835 2022-06-15 04:11:57,536 - mmdet - INFO - Epoch [6][2650/7330] lr: 1.000e-04, eta: 1 day, 7:05:33, time: 0.460, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2053, s0.acc: 93.2708, s0.loss_bbox: 0.2596, s0.loss_mask: 0.2535, s1.loss_cls: 0.0985, s1.acc: 93.3251, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1231, s2.loss_cls: 0.0481, s2.acc: 93.2836, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0574, loss: 1.2769 2022-06-15 04:12:20,696 - mmdet - INFO - Epoch [6][2700/7330] lr: 1.000e-04, eta: 1 day, 7:04:58, time: 0.463, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.2054, s0.acc: 93.1487, s0.loss_bbox: 0.2706, s0.loss_mask: 0.2501, s1.loss_cls: 0.0976, s1.acc: 93.3503, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1228, s2.loss_cls: 0.0471, s2.acc: 93.3330, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0573, loss: 1.2871 2022-06-15 04:12:43,963 - mmdet - INFO - Epoch [6][2750/7330] lr: 1.000e-04, eta: 1 day, 7:04:24, time: 0.466, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2010, s0.acc: 93.1719, s0.loss_bbox: 0.2691, s0.loss_mask: 0.2571, s1.loss_cls: 0.0953, s1.acc: 93.2857, s1.loss_bbox: 0.1197, s1.loss_mask: 0.1254, s2.loss_cls: 0.0462, s2.acc: 93.4089, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0585, loss: 1.2904 2022-06-15 04:13:07,322 - mmdet - INFO - Epoch [6][2800/7330] lr: 1.000e-04, eta: 1 day, 7:03:50, time: 0.467, data_time: 0.013, memory: 16064, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1917, s0.acc: 93.6895, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2533, s1.loss_cls: 0.0913, s1.acc: 93.8492, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1224, s2.loss_cls: 0.0444, s2.acc: 93.8484, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0572, loss: 1.2443 2022-06-15 04:13:30,622 - mmdet - INFO - Epoch [6][2850/7330] lr: 1.000e-04, eta: 1 day, 7:03:16, time: 0.466, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1878, s0.acc: 93.8035, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2491, s1.loss_cls: 0.0898, s1.acc: 93.9359, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1227, s2.loss_cls: 0.0443, s2.acc: 93.9293, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0580, loss: 1.2228 2022-06-15 04:13:53,607 - mmdet - INFO - Epoch [6][2900/7330] lr: 1.000e-04, eta: 1 day, 7:02:40, time: 0.460, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1865, s0.acc: 93.6702, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2433, s1.loss_cls: 0.0921, s1.acc: 93.5915, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1182, s2.loss_cls: 0.0457, s2.acc: 93.5020, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0555, loss: 1.2078 2022-06-15 04:14:16,441 - mmdet - INFO - Epoch [6][2950/7330] lr: 1.000e-04, eta: 1 day, 7:02:04, time: 0.457, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1878, s0.acc: 93.8218, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2410, s1.loss_cls: 0.0920, s1.acc: 93.7897, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1182, s2.loss_cls: 0.0454, s2.acc: 93.6177, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0556, loss: 1.2008 2022-06-15 04:14:39,383 - mmdet - INFO - Epoch [6][3000/7330] lr: 1.000e-04, eta: 1 day, 7:01:28, time: 0.459, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1892, s0.acc: 93.6438, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2484, s1.loss_cls: 0.0936, s1.acc: 93.5321, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1224, s2.loss_cls: 0.0463, s2.acc: 93.4007, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0573, loss: 1.2172 2022-06-15 04:15:02,933 - mmdet - INFO - Epoch [6][3050/7330] lr: 1.000e-04, eta: 1 day, 7:00:55, time: 0.471, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2103, s0.acc: 93.0728, s0.loss_bbox: 0.2652, s0.loss_mask: 0.2520, s1.loss_cls: 0.1006, s1.acc: 93.1917, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1226, s2.loss_cls: 0.0490, s2.acc: 93.1476, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0575, loss: 1.2918 2022-06-15 04:15:25,974 - mmdet - INFO - Epoch [6][3100/7330] lr: 1.000e-04, eta: 1 day, 7:00:20, time: 0.461, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1942, s0.acc: 93.5161, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2583, s1.loss_cls: 0.0936, s1.acc: 93.6137, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1258, s2.loss_cls: 0.0459, s2.acc: 93.6332, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0590, loss: 1.2543 2022-06-15 04:15:49,853 - mmdet - INFO - Epoch [6][3150/7330] lr: 1.000e-04, eta: 1 day, 6:59:49, time: 0.478, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2081, s0.acc: 92.9783, s0.loss_bbox: 0.2706, s0.loss_mask: 0.2574, s1.loss_cls: 0.1005, s1.acc: 93.0196, s1.loss_bbox: 0.1224, s1.loss_mask: 0.1265, s2.loss_cls: 0.0489, s2.acc: 93.0199, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0590, loss: 1.3087 2022-06-15 04:16:13,535 - mmdet - INFO - Epoch [6][3200/7330] lr: 1.000e-04, eta: 1 day, 6:59:17, time: 0.474, data_time: 0.014, memory: 16064, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1936, s0.acc: 93.6694, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2517, s1.loss_cls: 0.0917, s1.acc: 93.8130, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1231, s2.loss_cls: 0.0442, s2.acc: 93.7287, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0582, loss: 1.2377 2022-06-15 04:16:36,751 - mmdet - INFO - Epoch [6][3250/7330] lr: 1.000e-04, eta: 1 day, 6:58:43, time: 0.464, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2045, s0.acc: 93.1912, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2520, s1.loss_cls: 0.1000, s1.acc: 93.2206, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1236, s2.loss_cls: 0.0483, s2.acc: 93.2180, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0574, loss: 1.2796 2022-06-15 04:17:00,215 - mmdet - INFO - Epoch [6][3300/7330] lr: 1.000e-04, eta: 1 day, 6:58:10, time: 0.469, data_time: 0.014, memory: 16064, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2119, s0.acc: 93.0483, s0.loss_bbox: 0.2673, s0.loss_mask: 0.2576, s1.loss_cls: 0.1033, s1.acc: 93.0568, s1.loss_bbox: 0.1221, s1.loss_mask: 0.1262, s2.loss_cls: 0.0503, s2.acc: 93.0839, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0583, loss: 1.3143 2022-06-15 04:17:23,405 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 04:17:23,428 - mmdet - INFO - Epoch [6][3350/7330] lr: 1.000e-04, eta: 1 day, 6:57:36, time: 0.464, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2051, s0.acc: 93.2666, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2490, s1.loss_cls: 0.0980, s1.acc: 93.4718, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1214, s2.loss_cls: 0.0474, s2.acc: 93.4834, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0568, loss: 1.2717 2022-06-15 04:17:47,103 - mmdet - INFO - Epoch [6][3400/7330] lr: 1.000e-04, eta: 1 day, 6:57:04, time: 0.474, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2132, s0.acc: 92.9990, s0.loss_bbox: 0.2643, s0.loss_mask: 0.2512, s1.loss_cls: 0.1037, s1.acc: 92.9404, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1219, s2.loss_cls: 0.0499, s2.acc: 92.9548, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0569, loss: 1.2924 2022-06-15 04:18:10,347 - mmdet - INFO - Epoch [6][3450/7330] lr: 1.000e-04, eta: 1 day, 6:56:30, time: 0.465, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2012, s0.acc: 93.3425, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2488, s1.loss_cls: 0.0972, s1.acc: 93.3236, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1217, s2.loss_cls: 0.0474, s2.acc: 93.3168, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0572, loss: 1.2644 2022-06-15 04:18:34,006 - mmdet - INFO - Epoch [6][3500/7330] lr: 1.000e-04, eta: 1 day, 6:55:58, time: 0.473, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2110, s0.acc: 93.2419, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2511, s1.loss_cls: 0.1016, s1.acc: 93.3098, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1225, s2.loss_cls: 0.0486, s2.acc: 93.3637, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0568, loss: 1.2803 2022-06-15 04:18:57,267 - mmdet - INFO - Epoch [6][3550/7330] lr: 1.000e-04, eta: 1 day, 6:55:24, time: 0.465, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2106, s0.acc: 93.1326, s0.loss_bbox: 0.2651, s0.loss_mask: 0.2533, s1.loss_cls: 0.1004, s1.acc: 93.2746, s1.loss_bbox: 0.1211, s1.loss_mask: 0.1241, s2.loss_cls: 0.0482, s2.acc: 93.3852, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0574, loss: 1.2946 2022-06-15 04:19:20,717 - mmdet - INFO - Epoch [6][3600/7330] lr: 1.000e-04, eta: 1 day, 6:54:51, time: 0.467, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.2044, s0.acc: 93.3325, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2558, s1.loss_cls: 0.0978, s1.acc: 93.4099, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1245, s2.loss_cls: 0.0467, s2.acc: 93.4819, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0582, loss: 1.2723 2022-06-15 04:19:44,296 - mmdet - INFO - Epoch [6][3650/7330] lr: 1.000e-04, eta: 1 day, 6:54:19, time: 0.473, data_time: 0.021, memory: 16064, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2018, s0.acc: 93.3740, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2517, s1.loss_cls: 0.0953, s1.acc: 93.5256, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1239, s2.loss_cls: 0.0461, s2.acc: 93.6264, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0583, loss: 1.2585 2022-06-15 04:20:08,014 - mmdet - INFO - Epoch [6][3700/7330] lr: 1.000e-04, eta: 1 day, 6:53:48, time: 0.475, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2034, s0.acc: 93.3462, s0.loss_bbox: 0.2552, s0.loss_mask: 0.2485, s1.loss_cls: 0.0980, s1.acc: 93.3513, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1214, s2.loss_cls: 0.0473, s2.acc: 93.3706, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0570, loss: 1.2526 2022-06-15 04:20:30,980 - mmdet - INFO - Epoch [6][3750/7330] lr: 1.000e-04, eta: 1 day, 6:53:13, time: 0.459, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2032, s0.acc: 93.3250, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2567, s1.loss_cls: 0.0973, s1.acc: 93.3823, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1265, s2.loss_cls: 0.0470, s2.acc: 93.4242, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0589, loss: 1.2712 2022-06-15 04:20:54,026 - mmdet - INFO - Epoch [6][3800/7330] lr: 1.000e-04, eta: 1 day, 6:52:38, time: 0.461, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2100, s0.acc: 93.1733, s0.loss_bbox: 0.2664, s0.loss_mask: 0.2584, s1.loss_cls: 0.1004, s1.acc: 93.2992, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1271, s2.loss_cls: 0.0480, s2.acc: 93.4250, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0598, loss: 1.3036 2022-06-15 04:21:17,349 - mmdet - INFO - Epoch [6][3850/7330] lr: 1.000e-04, eta: 1 day, 6:52:04, time: 0.466, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1973, s0.acc: 93.5618, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2509, s1.loss_cls: 0.0937, s1.acc: 93.7000, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1255, s2.loss_cls: 0.0448, s2.acc: 93.8350, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0592, loss: 1.2519 2022-06-15 04:21:41,139 - mmdet - INFO - Epoch [6][3900/7330] lr: 1.000e-04, eta: 1 day, 6:51:33, time: 0.476, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2002, s0.acc: 93.3091, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2556, s1.loss_cls: 0.0960, s1.acc: 93.4550, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1242, s2.loss_cls: 0.0464, s2.acc: 93.4480, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0586, loss: 1.2692 2022-06-15 04:22:04,362 - mmdet - INFO - Epoch [6][3950/7330] lr: 1.000e-04, eta: 1 day, 6:50:59, time: 0.464, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1881, s0.acc: 93.8232, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2488, s1.loss_cls: 0.0898, s1.acc: 93.8625, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1209, s2.loss_cls: 0.0430, s2.acc: 93.9580, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0560, loss: 1.2065 2022-06-15 04:22:27,864 - mmdet - INFO - Epoch [6][4000/7330] lr: 1.000e-04, eta: 1 day, 6:50:27, time: 0.470, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2016, s0.acc: 93.3496, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2530, s1.loss_cls: 0.0975, s1.acc: 93.4575, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1244, s2.loss_cls: 0.0477, s2.acc: 93.4538, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0578, loss: 1.2696 2022-06-15 04:22:51,278 - mmdet - INFO - Epoch [6][4050/7330] lr: 1.000e-04, eta: 1 day, 6:49:54, time: 0.468, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2046, s0.acc: 93.3345, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2601, s1.loss_cls: 0.0974, s1.acc: 93.4928, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1277, s2.loss_cls: 0.0472, s2.acc: 93.4537, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0593, loss: 1.2749 2022-06-15 04:23:14,394 - mmdet - INFO - Epoch [6][4100/7330] lr: 1.000e-04, eta: 1 day, 6:49:20, time: 0.462, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2040, s0.acc: 93.2986, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2543, s1.loss_cls: 0.0978, s1.acc: 93.4247, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1248, s2.loss_cls: 0.0477, s2.acc: 93.3184, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0584, loss: 1.2721 2022-06-15 04:23:37,678 - mmdet - INFO - Epoch [6][4150/7330] lr: 1.000e-04, eta: 1 day, 6:48:46, time: 0.466, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2064, s0.acc: 93.2773, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2526, s1.loss_cls: 0.0986, s1.acc: 93.4289, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1251, s2.loss_cls: 0.0482, s2.acc: 93.3598, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0590, loss: 1.2842 2022-06-15 04:24:00,576 - mmdet - INFO - Epoch [6][4200/7330] lr: 1.000e-04, eta: 1 day, 6:48:11, time: 0.458, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2130, s0.acc: 92.9087, s0.loss_bbox: 0.2749, s0.loss_mask: 0.2558, s1.loss_cls: 0.1008, s1.acc: 92.9872, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1244, s2.loss_cls: 0.0482, s2.acc: 93.2135, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0579, loss: 1.3084 2022-06-15 04:24:23,767 - mmdet - INFO - Epoch [6][4250/7330] lr: 1.000e-04, eta: 1 day, 6:47:36, time: 0.461, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2022, s0.acc: 93.2688, s0.loss_bbox: 0.2613, s0.loss_mask: 0.2530, s1.loss_cls: 0.0978, s1.acc: 93.3123, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1234, s2.loss_cls: 0.0479, s2.acc: 93.2594, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0576, loss: 1.2768 2022-06-15 04:24:46,229 - mmdet - INFO - Epoch [6][4300/7330] lr: 1.000e-04, eta: 1 day, 6:46:59, time: 0.452, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2002, s0.acc: 93.3276, s0.loss_bbox: 0.2647, s0.loss_mask: 0.2507, s1.loss_cls: 0.0966, s1.acc: 93.4042, s1.loss_bbox: 0.1213, s1.loss_mask: 0.1233, s2.loss_cls: 0.0474, s2.acc: 93.2435, s2.loss_bbox: 0.0482, s2.loss_mask: 0.0576, loss: 1.2783 2022-06-15 04:25:09,112 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 04:25:09,113 - mmdet - INFO - Epoch [6][4350/7330] lr: 1.000e-04, eta: 1 day, 6:46:23, time: 0.458, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2105, s0.acc: 93.2517, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2529, s1.loss_cls: 0.1006, s1.acc: 93.2890, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1228, s2.loss_cls: 0.0485, s2.acc: 93.1803, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0575, loss: 1.2801 2022-06-15 04:25:32,601 - mmdet - INFO - Epoch [6][4400/7330] lr: 1.000e-04, eta: 1 day, 6:45:51, time: 0.470, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2088, s0.acc: 93.0652, s0.loss_bbox: 0.2648, s0.loss_mask: 0.2583, s1.loss_cls: 0.1014, s1.acc: 93.0305, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1267, s2.loss_cls: 0.0489, s2.acc: 93.1123, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0596, loss: 1.2995 2022-06-15 04:25:55,225 - mmdet - INFO - Epoch [6][4450/7330] lr: 1.000e-04, eta: 1 day, 6:45:14, time: 0.453, data_time: 0.014, memory: 16064, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2164, s0.acc: 92.9414, s0.loss_bbox: 0.2701, s0.loss_mask: 0.2511, s1.loss_cls: 0.1028, s1.acc: 93.0801, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1225, s2.loss_cls: 0.0486, s2.acc: 93.3044, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0570, loss: 1.3041 2022-06-15 04:26:18,638 - mmdet - INFO - Epoch [6][4500/7330] lr: 1.000e-04, eta: 1 day, 6:44:41, time: 0.468, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2075, s0.acc: 93.1726, s0.loss_bbox: 0.2641, s0.loss_mask: 0.2508, s1.loss_cls: 0.0988, s1.acc: 93.2837, s1.loss_bbox: 0.1185, s1.loss_mask: 0.1233, s2.loss_cls: 0.0476, s2.acc: 93.3304, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0576, loss: 1.2797 2022-06-15 04:26:41,404 - mmdet - INFO - Epoch [6][4550/7330] lr: 1.000e-04, eta: 1 day, 6:44:05, time: 0.455, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2036, s0.acc: 93.3376, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2531, s1.loss_cls: 0.0962, s1.acc: 93.4487, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1240, s2.loss_cls: 0.0466, s2.acc: 93.5083, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0582, loss: 1.2726 2022-06-15 04:27:04,407 - mmdet - INFO - Epoch [6][4600/7330] lr: 1.000e-04, eta: 1 day, 6:43:30, time: 0.459, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2179, s0.acc: 93.0364, s0.loss_bbox: 0.2734, s0.loss_mask: 0.2575, s1.loss_cls: 0.1045, s1.acc: 93.0735, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1268, s2.loss_cls: 0.0506, s2.acc: 93.1253, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0596, loss: 1.3256 2022-06-15 04:27:27,499 - mmdet - INFO - Epoch [6][4650/7330] lr: 1.000e-04, eta: 1 day, 6:42:56, time: 0.462, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.2065, s0.acc: 93.2415, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2578, s1.loss_cls: 0.0991, s1.acc: 93.3106, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1263, s2.loss_cls: 0.0469, s2.acc: 93.4310, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0592, loss: 1.2865 2022-06-15 04:27:50,468 - mmdet - INFO - Epoch [6][4700/7330] lr: 1.000e-04, eta: 1 day, 6:42:21, time: 0.459, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2033, s0.acc: 93.4387, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2496, s1.loss_cls: 0.0965, s1.acc: 93.6092, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1229, s2.loss_cls: 0.0466, s2.acc: 93.5686, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0577, loss: 1.2535 2022-06-15 04:28:13,404 - mmdet - INFO - Epoch [6][4750/7330] lr: 1.000e-04, eta: 1 day, 6:41:46, time: 0.459, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2136, s0.acc: 93.0413, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2601, s1.loss_cls: 0.1024, s1.acc: 93.0664, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1268, s2.loss_cls: 0.0494, s2.acc: 93.1144, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0593, loss: 1.3056 2022-06-15 04:28:36,162 - mmdet - INFO - Epoch [6][4800/7330] lr: 1.000e-04, eta: 1 day, 6:41:10, time: 0.455, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2161, s0.acc: 92.9771, s0.loss_bbox: 0.2702, s0.loss_mask: 0.2615, s1.loss_cls: 0.1022, s1.acc: 93.1393, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1271, s2.loss_cls: 0.0492, s2.acc: 93.2316, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0589, loss: 1.3183 2022-06-15 04:28:59,144 - mmdet - INFO - Epoch [6][4850/7330] lr: 1.000e-04, eta: 1 day, 6:40:35, time: 0.460, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2075, s0.acc: 93.1658, s0.loss_bbox: 0.2652, s0.loss_mask: 0.2594, s1.loss_cls: 0.0984, s1.acc: 93.3715, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1273, s2.loss_cls: 0.0473, s2.acc: 93.4699, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0594, loss: 1.2983 2022-06-15 04:29:22,258 - mmdet - INFO - Epoch [6][4900/7330] lr: 1.000e-04, eta: 1 day, 6:40:01, time: 0.462, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2005, s0.acc: 93.3237, s0.loss_bbox: 0.2609, s0.loss_mask: 0.2549, s1.loss_cls: 0.0953, s1.acc: 93.3917, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1255, s2.loss_cls: 0.0462, s2.acc: 93.4308, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0590, loss: 1.2755 2022-06-15 04:29:45,315 - mmdet - INFO - Epoch [6][4950/7330] lr: 1.000e-04, eta: 1 day, 6:39:27, time: 0.461, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1976, s0.acc: 93.5593, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2506, s1.loss_cls: 0.0942, s1.acc: 93.6816, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1237, s2.loss_cls: 0.0451, s2.acc: 93.7249, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0581, loss: 1.2420 2022-06-15 04:30:08,107 - mmdet - INFO - Epoch [6][5000/7330] lr: 1.000e-04, eta: 1 day, 6:38:51, time: 0.456, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.2075, s0.acc: 93.2898, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2527, s1.loss_cls: 0.0984, s1.acc: 93.4080, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1238, s2.loss_cls: 0.0478, s2.acc: 93.4656, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0577, loss: 1.2741 2022-06-15 04:30:31,138 - mmdet - INFO - Epoch [6][5050/7330] lr: 1.000e-04, eta: 1 day, 6:38:17, time: 0.461, data_time: 0.014, memory: 16064, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1969, s0.acc: 93.4578, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2548, s1.loss_cls: 0.0953, s1.acc: 93.5326, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1255, s2.loss_cls: 0.0460, s2.acc: 93.5103, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0582, loss: 1.2647 2022-06-15 04:30:53,959 - mmdet - INFO - Epoch [6][5100/7330] lr: 1.000e-04, eta: 1 day, 6:37:42, time: 0.456, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2045, s0.acc: 93.2908, s0.loss_bbox: 0.2617, s0.loss_mask: 0.2546, s1.loss_cls: 0.0980, s1.acc: 93.4246, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1248, s2.loss_cls: 0.0464, s2.acc: 93.4964, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0580, loss: 1.2761 2022-06-15 04:31:17,233 - mmdet - INFO - Epoch [6][5150/7330] lr: 1.000e-04, eta: 1 day, 6:37:09, time: 0.465, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2130, s0.acc: 93.0303, s0.loss_bbox: 0.2723, s0.loss_mask: 0.2586, s1.loss_cls: 0.1015, s1.acc: 93.1010, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1270, s2.loss_cls: 0.0487, s2.acc: 93.2357, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0588, loss: 1.3153 2022-06-15 04:31:40,455 - mmdet - INFO - Epoch [6][5200/7330] lr: 1.000e-04, eta: 1 day, 6:36:35, time: 0.464, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2155, s0.acc: 93.0569, s0.loss_bbox: 0.2689, s0.loss_mask: 0.2596, s1.loss_cls: 0.1026, s1.acc: 93.1367, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1260, s2.loss_cls: 0.0487, s2.acc: 93.2836, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0588, loss: 1.3100 2022-06-15 04:32:03,943 - mmdet - INFO - Epoch [6][5250/7330] lr: 1.000e-04, eta: 1 day, 6:36:03, time: 0.470, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2102, s0.acc: 93.0759, s0.loss_bbox: 0.2717, s0.loss_mask: 0.2529, s1.loss_cls: 0.1000, s1.acc: 93.2359, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1239, s2.loss_cls: 0.0486, s2.acc: 93.2680, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0583, loss: 1.2989 2022-06-15 04:32:27,255 - mmdet - INFO - Epoch [6][5300/7330] lr: 1.000e-04, eta: 1 day, 6:35:31, time: 0.466, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2013, s0.acc: 93.3542, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2447, s1.loss_cls: 0.0963, s1.acc: 93.5399, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1226, s2.loss_cls: 0.0469, s2.acc: 93.4967, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0580, loss: 1.2522 2022-06-15 04:32:50,115 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 04:32:50,130 - mmdet - INFO - Epoch [6][5350/7330] lr: 1.000e-04, eta: 1 day, 6:34:56, time: 0.458, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2147, s0.acc: 93.1216, s0.loss_bbox: 0.2656, s0.loss_mask: 0.2518, s1.loss_cls: 0.1015, s1.acc: 93.3566, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1223, s2.loss_cls: 0.0493, s2.acc: 93.2741, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0576, loss: 1.2940 2022-06-15 04:33:12,756 - mmdet - INFO - Epoch [6][5400/7330] lr: 1.000e-04, eta: 1 day, 6:34:19, time: 0.453, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2049, s0.acc: 93.2092, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2558, s1.loss_cls: 0.0990, s1.acc: 93.2261, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1243, s2.loss_cls: 0.0481, s2.acc: 93.2011, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0582, loss: 1.2730 2022-06-15 04:33:35,234 - mmdet - INFO - Epoch [6][5450/7330] lr: 1.000e-04, eta: 1 day, 6:33:42, time: 0.450, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.2096, s0.acc: 93.0754, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2509, s1.loss_cls: 0.1010, s1.acc: 93.1918, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1236, s2.loss_cls: 0.0490, s2.acc: 93.1510, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0577, loss: 1.2782 2022-06-15 04:33:58,149 - mmdet - INFO - Epoch [6][5500/7330] lr: 1.000e-04, eta: 1 day, 6:33:07, time: 0.458, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2185, s0.acc: 92.8870, s0.loss_bbox: 0.2742, s0.loss_mask: 0.2574, s1.loss_cls: 0.1055, s1.acc: 92.9761, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1266, s2.loss_cls: 0.0502, s2.acc: 93.1128, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0595, loss: 1.3339 2022-06-15 04:34:20,344 - mmdet - INFO - Epoch [6][5550/7330] lr: 1.000e-04, eta: 1 day, 6:32:29, time: 0.444, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2117, s0.acc: 93.0720, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2583, s1.loss_cls: 0.1028, s1.acc: 93.0794, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1268, s2.loss_cls: 0.0491, s2.acc: 93.2819, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0593, loss: 1.3032 2022-06-15 04:34:43,279 - mmdet - INFO - Epoch [6][5600/7330] lr: 1.000e-04, eta: 1 day, 6:31:54, time: 0.459, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2020, s0.acc: 93.3772, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2512, s1.loss_cls: 0.0964, s1.acc: 93.5486, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1235, s2.loss_cls: 0.0464, s2.acc: 93.5330, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0573, loss: 1.2473 2022-06-15 04:35:05,713 - mmdet - INFO - Epoch [6][5650/7330] lr: 1.000e-04, eta: 1 day, 6:31:17, time: 0.449, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2087, s0.acc: 93.2830, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2590, s1.loss_cls: 0.1003, s1.acc: 93.2987, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1266, s2.loss_cls: 0.0483, s2.acc: 93.4744, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0595, loss: 1.2906 2022-06-15 04:35:28,163 - mmdet - INFO - Epoch [6][5700/7330] lr: 1.000e-04, eta: 1 day, 6:30:40, time: 0.449, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.2021, s0.acc: 93.5129, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2536, s1.loss_cls: 0.0967, s1.acc: 93.6408, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1256, s2.loss_cls: 0.0459, s2.acc: 93.7552, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0591, loss: 1.2561 2022-06-15 04:35:50,611 - mmdet - INFO - Epoch [6][5750/7330] lr: 1.000e-04, eta: 1 day, 6:30:03, time: 0.449, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2099, s0.acc: 93.1541, s0.loss_bbox: 0.2663, s0.loss_mask: 0.2547, s1.loss_cls: 0.1013, s1.acc: 93.2182, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1245, s2.loss_cls: 0.0489, s2.acc: 93.3210, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0585, loss: 1.2923 2022-06-15 04:36:13,187 - mmdet - INFO - Epoch [6][5800/7330] lr: 1.000e-04, eta: 1 day, 6:29:27, time: 0.452, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2008, s0.acc: 93.3760, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2507, s1.loss_cls: 0.0975, s1.acc: 93.4759, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1232, s2.loss_cls: 0.0470, s2.acc: 93.4689, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0576, loss: 1.2636 2022-06-15 04:36:35,878 - mmdet - INFO - Epoch [6][5850/7330] lr: 1.000e-04, eta: 1 day, 6:28:51, time: 0.454, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2019, s0.acc: 93.3250, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2538, s1.loss_cls: 0.0966, s1.acc: 93.4290, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1249, s2.loss_cls: 0.0465, s2.acc: 93.5371, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0584, loss: 1.2699 2022-06-15 04:36:57,915 - mmdet - INFO - Epoch [6][5900/7330] lr: 1.000e-04, eta: 1 day, 6:28:12, time: 0.441, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2089, s0.acc: 93.1042, s0.loss_bbox: 0.2644, s0.loss_mask: 0.2586, s1.loss_cls: 0.0993, s1.acc: 93.2999, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1252, s2.loss_cls: 0.0478, s2.acc: 93.3862, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0584, loss: 1.2906 2022-06-15 04:37:20,362 - mmdet - INFO - Epoch [6][5950/7330] lr: 1.000e-04, eta: 1 day, 6:27:35, time: 0.447, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2185, s0.acc: 92.9360, s0.loss_bbox: 0.2713, s0.loss_mask: 0.2585, s1.loss_cls: 0.1047, s1.acc: 92.9697, s1.loss_bbox: 0.1224, s1.loss_mask: 0.1270, s2.loss_cls: 0.0507, s2.acc: 92.9346, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0598, loss: 1.3312 2022-06-15 04:37:42,679 - mmdet - INFO - Epoch [6][6000/7330] lr: 1.000e-04, eta: 1 day, 6:26:58, time: 0.449, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2073, s0.acc: 93.2107, s0.loss_bbox: 0.2667, s0.loss_mask: 0.2572, s1.loss_cls: 0.0994, s1.acc: 93.2777, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1272, s2.loss_cls: 0.0480, s2.acc: 93.3028, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0595, loss: 1.2924 2022-06-15 04:38:05,207 - mmdet - INFO - Epoch [6][6050/7330] lr: 1.000e-04, eta: 1 day, 6:26:21, time: 0.450, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.2109, s0.acc: 93.1506, s0.loss_bbox: 0.2641, s0.loss_mask: 0.2512, s1.loss_cls: 0.1003, s1.acc: 93.2688, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1241, s2.loss_cls: 0.0477, s2.acc: 93.4404, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0582, loss: 1.2868 2022-06-15 04:38:27,546 - mmdet - INFO - Epoch [6][6100/7330] lr: 1.000e-04, eta: 1 day, 6:25:44, time: 0.447, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2097, s0.acc: 93.1445, s0.loss_bbox: 0.2645, s0.loss_mask: 0.2549, s1.loss_cls: 0.1013, s1.acc: 93.2089, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1253, s2.loss_cls: 0.0487, s2.acc: 93.2971, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0587, loss: 1.2907 2022-06-15 04:38:50,116 - mmdet - INFO - Epoch [6][6150/7330] lr: 1.000e-04, eta: 1 day, 6:25:08, time: 0.451, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2165, s0.acc: 92.9653, s0.loss_bbox: 0.2720, s0.loss_mask: 0.2606, s1.loss_cls: 0.1027, s1.acc: 93.1227, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1268, s2.loss_cls: 0.0501, s2.acc: 93.1172, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0591, loss: 1.3203 2022-06-15 04:39:12,642 - mmdet - INFO - Epoch [6][6200/7330] lr: 1.000e-04, eta: 1 day, 6:24:31, time: 0.450, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.2099, s0.acc: 93.1833, s0.loss_bbox: 0.2638, s0.loss_mask: 0.2499, s1.loss_cls: 0.1018, s1.acc: 93.2079, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1244, s2.loss_cls: 0.0487, s2.acc: 93.3840, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0588, loss: 1.2849 2022-06-15 04:39:35,042 - mmdet - INFO - Epoch [6][6250/7330] lr: 1.000e-04, eta: 1 day, 6:23:54, time: 0.448, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2028, s0.acc: 93.2695, s0.loss_bbox: 0.2658, s0.loss_mask: 0.2554, s1.loss_cls: 0.0962, s1.acc: 93.4482, s1.loss_bbox: 0.1185, s1.loss_mask: 0.1255, s2.loss_cls: 0.0463, s2.acc: 93.4119, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0585, loss: 1.2796 2022-06-15 04:39:57,652 - mmdet - INFO - Epoch [6][6300/7330] lr: 1.000e-04, eta: 1 day, 6:23:19, time: 0.452, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2129, s0.acc: 93.0718, s0.loss_bbox: 0.2681, s0.loss_mask: 0.2472, s1.loss_cls: 0.1023, s1.acc: 93.1309, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1211, s2.loss_cls: 0.0494, s2.acc: 93.1498, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0565, loss: 1.2898 2022-06-15 04:40:20,130 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 04:40:20,131 - mmdet - INFO - Epoch [6][6350/7330] lr: 1.000e-04, eta: 1 day, 6:22:42, time: 0.450, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2133, s0.acc: 92.9644, s0.loss_bbox: 0.2756, s0.loss_mask: 0.2625, s1.loss_cls: 0.1019, s1.acc: 93.0864, s1.loss_bbox: 0.1227, s1.loss_mask: 0.1272, s2.loss_cls: 0.0489, s2.acc: 93.1839, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0595, loss: 1.3248 2022-06-15 04:40:42,526 - mmdet - INFO - Epoch [6][6400/7330] lr: 1.000e-04, eta: 1 day, 6:22:05, time: 0.448, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2100, s0.acc: 93.1531, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2590, s1.loss_cls: 0.1008, s1.acc: 93.2129, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1251, s2.loss_cls: 0.0481, s2.acc: 93.3711, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0586, loss: 1.2879 2022-06-15 04:41:05,145 - mmdet - INFO - Epoch [6][6450/7330] lr: 1.000e-04, eta: 1 day, 6:21:30, time: 0.452, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2123, s0.acc: 93.0725, s0.loss_bbox: 0.2691, s0.loss_mask: 0.2587, s1.loss_cls: 0.1016, s1.acc: 93.2686, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1269, s2.loss_cls: 0.0485, s2.acc: 93.3844, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0594, loss: 1.3138 2022-06-15 04:41:27,925 - mmdet - INFO - Epoch [6][6500/7330] lr: 1.000e-04, eta: 1 day, 6:20:55, time: 0.456, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2132, s0.acc: 93.2148, s0.loss_bbox: 0.2666, s0.loss_mask: 0.2571, s1.loss_cls: 0.1013, s1.acc: 93.3185, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1252, s2.loss_cls: 0.0481, s2.acc: 93.4336, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0579, loss: 1.3027 2022-06-15 04:41:50,455 - mmdet - INFO - Epoch [6][6550/7330] lr: 1.000e-04, eta: 1 day, 6:20:19, time: 0.451, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1996, s0.acc: 93.4624, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2583, s1.loss_cls: 0.0954, s1.acc: 93.6110, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1258, s2.loss_cls: 0.0461, s2.acc: 93.6466, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0587, loss: 1.2637 2022-06-15 04:42:13,000 - mmdet - INFO - Epoch [6][6600/7330] lr: 1.000e-04, eta: 1 day, 6:19:43, time: 0.451, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.2036, s0.acc: 93.4517, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2515, s1.loss_cls: 0.0978, s1.acc: 93.4763, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1240, s2.loss_cls: 0.0469, s2.acc: 93.5956, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0577, loss: 1.2465 2022-06-15 04:42:36,474 - mmdet - INFO - Epoch [6][6650/7330] lr: 1.000e-04, eta: 1 day, 6:19:11, time: 0.470, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2129, s0.acc: 93.0508, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2599, s1.loss_cls: 0.1028, s1.acc: 93.0426, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1285, s2.loss_cls: 0.0488, s2.acc: 93.2162, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0602, loss: 1.3022 2022-06-15 04:42:59,330 - mmdet - INFO - Epoch [6][6700/7330] lr: 1.000e-04, eta: 1 day, 6:18:37, time: 0.457, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1953, s0.acc: 93.5811, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2488, s1.loss_cls: 0.0925, s1.acc: 93.7206, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1212, s2.loss_cls: 0.0437, s2.acc: 93.9298, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0567, loss: 1.2250 2022-06-15 04:43:21,932 - mmdet - INFO - Epoch [6][6750/7330] lr: 1.000e-04, eta: 1 day, 6:18:02, time: 0.452, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2049, s0.acc: 93.3938, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2482, s1.loss_cls: 0.0974, s1.acc: 93.5639, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1222, s2.loss_cls: 0.0473, s2.acc: 93.7366, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0576, loss: 1.2509 2022-06-15 04:43:44,425 - mmdet - INFO - Epoch [6][6800/7330] lr: 1.000e-04, eta: 1 day, 6:17:25, time: 0.450, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2031, s0.acc: 93.4014, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2482, s1.loss_cls: 0.0978, s1.acc: 93.4805, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1216, s2.loss_cls: 0.0471, s2.acc: 93.4892, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0566, loss: 1.2578 2022-06-15 04:44:07,149 - mmdet - INFO - Epoch [6][6850/7330] lr: 1.000e-04, eta: 1 day, 6:16:50, time: 0.454, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2029, s0.acc: 93.2747, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2507, s1.loss_cls: 0.0982, s1.acc: 93.2842, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1227, s2.loss_cls: 0.0476, s2.acc: 93.3276, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0572, loss: 1.2596 2022-06-15 04:44:29,899 - mmdet - INFO - Epoch [6][6900/7330] lr: 1.000e-04, eta: 1 day, 6:16:16, time: 0.455, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2109, s0.acc: 93.1497, s0.loss_bbox: 0.2670, s0.loss_mask: 0.2592, s1.loss_cls: 0.1010, s1.acc: 93.3136, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1276, s2.loss_cls: 0.0486, s2.acc: 93.3630, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0600, loss: 1.3059 2022-06-15 04:44:53,219 - mmdet - INFO - Epoch [6][6950/7330] lr: 1.000e-04, eta: 1 day, 6:15:44, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2062, s0.acc: 93.2524, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2566, s1.loss_cls: 0.0991, s1.acc: 93.3225, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1257, s2.loss_cls: 0.0475, s2.acc: 93.4064, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0591, loss: 1.2743 2022-06-15 04:45:16,389 - mmdet - INFO - Epoch [6][7000/7330] lr: 1.000e-04, eta: 1 day, 6:15:11, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2187, s0.acc: 92.7964, s0.loss_bbox: 0.2734, s0.loss_mask: 0.2605, s1.loss_cls: 0.1048, s1.acc: 92.9290, s1.loss_bbox: 0.1202, s1.loss_mask: 0.1275, s2.loss_cls: 0.0501, s2.acc: 92.9536, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0593, loss: 1.3316 2022-06-15 04:45:38,970 - mmdet - INFO - Epoch [6][7050/7330] lr: 1.000e-04, eta: 1 day, 6:14:36, time: 0.452, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.2080, s0.acc: 93.1790, s0.loss_bbox: 0.2624, s0.loss_mask: 0.2602, s1.loss_cls: 0.0997, s1.acc: 93.3799, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1282, s2.loss_cls: 0.0482, s2.acc: 93.2473, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0599, loss: 1.2904 2022-06-15 04:46:02,004 - mmdet - INFO - Epoch [6][7100/7330] lr: 1.000e-04, eta: 1 day, 6:14:02, time: 0.460, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2029, s0.acc: 93.2258, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2552, s1.loss_cls: 0.0964, s1.acc: 93.3266, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1245, s2.loss_cls: 0.0461, s2.acc: 93.4754, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0582, loss: 1.2619 2022-06-15 04:46:24,804 - mmdet - INFO - Epoch [6][7150/7330] lr: 1.000e-04, eta: 1 day, 6:13:28, time: 0.456, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2086, s0.acc: 93.2598, s0.loss_bbox: 0.2581, s0.loss_mask: 0.2498, s1.loss_cls: 0.0994, s1.acc: 93.4249, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1232, s2.loss_cls: 0.0473, s2.acc: 93.4919, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0578, loss: 1.2705 2022-06-15 04:46:47,579 - mmdet - INFO - Epoch [6][7200/7330] lr: 1.000e-04, eta: 1 day, 6:12:54, time: 0.455, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.2016, s0.acc: 93.4543, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2495, s1.loss_cls: 0.0963, s1.acc: 93.5686, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1231, s2.loss_cls: 0.0466, s2.acc: 93.4791, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0579, loss: 1.2484 2022-06-15 04:47:10,752 - mmdet - INFO - Epoch [6][7250/7330] lr: 1.000e-04, eta: 1 day, 6:12:21, time: 0.464, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2145, s0.acc: 92.9282, s0.loss_bbox: 0.2722, s0.loss_mask: 0.2562, s1.loss_cls: 0.1029, s1.acc: 92.9801, s1.loss_bbox: 0.1227, s1.loss_mask: 0.1264, s2.loss_cls: 0.0497, s2.acc: 93.0367, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0595, loss: 1.3196 2022-06-15 04:47:33,731 - mmdet - INFO - Epoch [6][7300/7330] lr: 1.000e-04, eta: 1 day, 6:11:48, time: 0.460, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2143, s0.acc: 93.0986, s0.loss_bbox: 0.2653, s0.loss_mask: 0.2644, s1.loss_cls: 0.1029, s1.acc: 93.1516, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1291, s2.loss_cls: 0.0485, s2.acc: 93.3291, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0603, loss: 1.3114 2022-06-15 04:48:05,973 - mmdet - INFO - Saving checkpoint at 6 epochs 2022-06-15 04:50:45,038 - mmdet - INFO - Evaluating bbox... 2022-06-15 04:51:13,290 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.415 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.598 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.450 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.246 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.446 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.359 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.719 2022-06-15 04:51:13,293 - mmdet - INFO - Evaluating segm... 2022-06-15 04:51:48,407 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.356 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.566 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.380 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.176 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.380 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.288 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.520 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.651 2022-06-15 04:51:48,995 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 04:51:48,995 - mmdet - INFO - Epoch(val) [6][625] bbox_mAP: 0.4150, bbox_mAP_50: 0.5980, bbox_mAP_75: 0.4500, bbox_mAP_s: 0.2460, bbox_mAP_m: 0.4460, bbox_mAP_l: 0.5580, bbox_mAP_copypaste: 0.415 0.598 0.450 0.246 0.446 0.558, segm_mAP: 0.3560, segm_mAP_50: 0.5660, segm_mAP_75: 0.3800, segm_mAP_s: 0.1760, segm_mAP_m: 0.3800, segm_mAP_l: 0.5320, segm_mAP_copypaste: 0.356 0.566 0.380 0.176 0.380 0.532 2022-06-15 04:56:08,910 - mmdet - INFO - Epoch [7][50/7330] lr: 1.000e-04, eta: 1 day, 6:29:28, time: 5.198, data_time: 4.749, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.2016, s0.acc: 93.4775, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2522, s1.loss_cls: 0.0968, s1.acc: 93.5287, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1245, s2.loss_cls: 0.0467, s2.acc: 93.5491, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0579, loss: 1.2518 2022-06-15 04:56:32,236 - mmdet - INFO - Epoch [7][100/7330] lr: 1.000e-04, eta: 1 day, 6:28:55, time: 0.467, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2055, s0.acc: 93.2134, s0.loss_bbox: 0.2635, s0.loss_mask: 0.2552, s1.loss_cls: 0.0972, s1.acc: 93.3321, s1.loss_bbox: 0.1197, s1.loss_mask: 0.1260, s2.loss_cls: 0.0474, s2.acc: 93.2744, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0587, loss: 1.2834 2022-06-15 04:56:55,613 - mmdet - INFO - Epoch [7][150/7330] lr: 1.000e-04, eta: 1 day, 6:28:23, time: 0.468, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2018, s0.acc: 93.3960, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2526, s1.loss_cls: 0.0958, s1.acc: 93.6059, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1228, s2.loss_cls: 0.0454, s2.acc: 93.7486, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0574, loss: 1.2520 2022-06-15 04:57:19,028 - mmdet - INFO - Epoch [7][200/7330] lr: 1.000e-04, eta: 1 day, 6:27:50, time: 0.468, data_time: 0.024, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1998, s0.acc: 93.2317, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2482, s1.loss_cls: 0.0961, s1.acc: 93.4139, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1217, s2.loss_cls: 0.0457, s2.acc: 93.5598, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0568, loss: 1.2523 2022-06-15 04:57:42,331 - mmdet - INFO - Epoch [7][250/7330] lr: 1.000e-04, eta: 1 day, 6:27:17, time: 0.466, data_time: 0.023, memory: 16077, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2013, s0.acc: 93.3640, s0.loss_bbox: 0.2657, s0.loss_mask: 0.2498, s1.loss_cls: 0.0948, s1.acc: 93.5139, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1223, s2.loss_cls: 0.0457, s2.acc: 93.5516, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0575, loss: 1.2741 2022-06-15 04:58:06,376 - mmdet - INFO - Epoch [7][300/7330] lr: 1.000e-04, eta: 1 day, 6:26:47, time: 0.481, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2133, s0.acc: 92.8567, s0.loss_bbox: 0.2754, s0.loss_mask: 0.2541, s1.loss_cls: 0.1026, s1.acc: 92.9272, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1244, s2.loss_cls: 0.0494, s2.acc: 92.9336, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0580, loss: 1.3105 2022-06-15 04:58:31,619 - mmdet - INFO - Epoch [7][350/7330] lr: 1.000e-04, eta: 1 day, 6:26:24, time: 0.505, data_time: 0.025, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.2025, s0.acc: 93.3640, s0.loss_bbox: 0.2619, s0.loss_mask: 0.2496, s1.loss_cls: 0.0962, s1.acc: 93.4752, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1225, s2.loss_cls: 0.0469, s2.acc: 93.4477, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0574, loss: 1.2616 2022-06-15 04:58:54,591 - mmdet - INFO - Epoch [7][400/7330] lr: 1.000e-04, eta: 1 day, 6:25:49, time: 0.459, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2013, s0.acc: 93.2310, s0.loss_bbox: 0.2667, s0.loss_mask: 0.2481, s1.loss_cls: 0.0947, s1.acc: 93.4927, s1.loss_bbox: 0.1189, s1.loss_mask: 0.1221, s2.loss_cls: 0.0456, s2.acc: 93.5799, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0571, loss: 1.2689 2022-06-15 04:59:17,414 - mmdet - INFO - Epoch [7][450/7330] lr: 1.000e-04, eta: 1 day, 6:25:13, time: 0.456, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.2042, s0.acc: 93.2795, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2542, s1.loss_cls: 0.0964, s1.acc: 93.4535, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1246, s2.loss_cls: 0.0464, s2.acc: 93.5456, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0588, loss: 1.2678 2022-06-15 04:59:40,413 - mmdet - INFO - Epoch [7][500/7330] lr: 1.000e-04, eta: 1 day, 6:24:39, time: 0.460, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1912, s0.acc: 93.5950, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2501, s1.loss_cls: 0.0911, s1.acc: 93.7836, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1219, s2.loss_cls: 0.0439, s2.acc: 93.8592, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0570, loss: 1.2384 2022-06-15 05:00:02,940 - mmdet - INFO - Epoch [7][550/7330] lr: 1.000e-04, eta: 1 day, 6:24:02, time: 0.450, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1974, s0.acc: 93.5327, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2461, s1.loss_cls: 0.0922, s1.acc: 93.7723, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1197, s2.loss_cls: 0.0443, s2.acc: 93.8022, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0559, loss: 1.2343 2022-06-15 05:00:25,403 - mmdet - INFO - Epoch [7][600/7330] lr: 1.000e-04, eta: 1 day, 6:23:25, time: 0.449, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1970, s0.acc: 93.5867, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2444, s1.loss_cls: 0.0934, s1.acc: 93.6894, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1195, s2.loss_cls: 0.0450, s2.acc: 93.7956, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0560, loss: 1.2225 2022-06-15 05:00:48,713 - mmdet - INFO - Epoch [7][650/7330] lr: 1.000e-04, eta: 1 day, 6:22:52, time: 0.466, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1937, s0.acc: 93.6689, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2481, s1.loss_cls: 0.0916, s1.acc: 93.7922, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1220, s2.loss_cls: 0.0438, s2.acc: 93.9032, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0571, loss: 1.2304 2022-06-15 05:01:11,933 - mmdet - INFO - Epoch [7][700/7330] lr: 1.000e-04, eta: 1 day, 6:22:18, time: 0.464, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1910, s0.acc: 93.6384, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2559, s1.loss_cls: 0.0920, s1.acc: 93.6703, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1252, s2.loss_cls: 0.0439, s2.acc: 93.6418, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0580, loss: 1.2417 2022-06-15 05:01:35,305 - mmdet - INFO - Epoch [7][750/7330] lr: 1.000e-04, eta: 1 day, 6:21:46, time: 0.467, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2047, s0.acc: 93.2478, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2440, s1.loss_cls: 0.0979, s1.acc: 93.2980, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1211, s2.loss_cls: 0.0471, s2.acc: 93.4032, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0567, loss: 1.2534 2022-06-15 05:01:58,093 - mmdet - INFO - Epoch [7][800/7330] lr: 1.000e-04, eta: 1 day, 6:21:10, time: 0.456, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1950, s0.acc: 93.5574, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2560, s1.loss_cls: 0.0925, s1.acc: 93.6858, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1246, s2.loss_cls: 0.0443, s2.acc: 93.7783, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0581, loss: 1.2478 2022-06-15 05:02:20,780 - mmdet - INFO - Epoch [7][850/7330] lr: 1.000e-04, eta: 1 day, 6:20:34, time: 0.454, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.2004, s0.acc: 93.4016, s0.loss_bbox: 0.2615, s0.loss_mask: 0.2518, s1.loss_cls: 0.0962, s1.acc: 93.4542, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1241, s2.loss_cls: 0.0458, s2.acc: 93.6104, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0580, loss: 1.2597 2022-06-15 05:02:44,084 - mmdet - INFO - Epoch [7][900/7330] lr: 1.000e-04, eta: 1 day, 6:20:01, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1978, s0.acc: 93.3562, s0.loss_bbox: 0.2644, s0.loss_mask: 0.2535, s1.loss_cls: 0.0933, s1.acc: 93.5522, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1248, s2.loss_cls: 0.0449, s2.acc: 93.6993, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0584, loss: 1.2649 2022-06-15 05:03:07,510 - mmdet - INFO - Epoch [7][950/7330] lr: 1.000e-04, eta: 1 day, 6:19:29, time: 0.469, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2014, s0.acc: 93.2485, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2543, s1.loss_cls: 0.0950, s1.acc: 93.4696, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1243, s2.loss_cls: 0.0453, s2.acc: 93.6337, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0579, loss: 1.2669 2022-06-15 05:03:32,901 - mmdet - INFO - Epoch [7][1000/7330] lr: 1.000e-04, eta: 1 day, 6:19:06, time: 0.507, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2053, s0.acc: 93.2268, s0.loss_bbox: 0.2688, s0.loss_mask: 0.2546, s1.loss_cls: 0.0970, s1.acc: 93.4592, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1231, s2.loss_cls: 0.0468, s2.acc: 93.5737, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0577, loss: 1.2863 2022-06-15 05:03:55,599 - mmdet - INFO - Epoch [7][1050/7330] lr: 1.000e-04, eta: 1 day, 6:18:31, time: 0.454, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2043, s0.acc: 93.3452, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2486, s1.loss_cls: 0.0971, s1.acc: 93.5147, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1216, s2.loss_cls: 0.0464, s2.acc: 93.5943, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0564, loss: 1.2440 2022-06-15 05:04:18,285 - mmdet - INFO - Epoch [7][1100/7330] lr: 1.000e-04, eta: 1 day, 6:17:55, time: 0.453, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1937, s0.acc: 93.6079, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2440, s1.loss_cls: 0.0927, s1.acc: 93.7200, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1199, s2.loss_cls: 0.0447, s2.acc: 93.7543, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0562, loss: 1.2177 2022-06-15 05:04:41,050 - mmdet - INFO - Epoch [7][1150/7330] lr: 1.000e-04, eta: 1 day, 6:17:19, time: 0.456, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.2035, s0.acc: 93.3723, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2556, s1.loss_cls: 0.0986, s1.acc: 93.4155, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1261, s2.loss_cls: 0.0480, s2.acc: 93.4268, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0588, loss: 1.2609 2022-06-15 05:05:03,850 - mmdet - INFO - Epoch [7][1200/7330] lr: 1.000e-04, eta: 1 day, 6:16:44, time: 0.456, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1963, s0.acc: 93.5266, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2475, s1.loss_cls: 0.0928, s1.acc: 93.6865, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1227, s2.loss_cls: 0.0451, s2.acc: 93.7574, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0577, loss: 1.2357 2022-06-15 05:05:30,132 - mmdet - INFO - Epoch [7][1250/7330] lr: 1.000e-04, eta: 1 day, 6:16:26, time: 0.526, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1991, s0.acc: 93.4036, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2539, s1.loss_cls: 0.0960, s1.acc: 93.5074, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1240, s2.loss_cls: 0.0468, s2.acc: 93.5085, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0584, loss: 1.2566 2022-06-15 05:05:53,052 - mmdet - INFO - Epoch [7][1300/7330] lr: 1.000e-04, eta: 1 day, 6:15:51, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2095, s0.acc: 93.0144, s0.loss_bbox: 0.2694, s0.loss_mask: 0.2606, s1.loss_cls: 0.0998, s1.acc: 93.1178, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1284, s2.loss_cls: 0.0477, s2.acc: 93.2270, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0606, loss: 1.3049 2022-06-15 05:06:16,223 - mmdet - INFO - Epoch [7][1350/7330] lr: 1.000e-04, eta: 1 day, 6:15:18, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1904, s0.acc: 93.7612, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2467, s1.loss_cls: 0.0923, s1.acc: 93.8003, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1216, s2.loss_cls: 0.0445, s2.acc: 93.7656, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0570, loss: 1.2159 2022-06-15 05:06:40,150 - mmdet - INFO - Epoch [7][1400/7330] lr: 1.000e-04, eta: 1 day, 6:14:48, time: 0.479, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2044, s0.acc: 93.1748, s0.loss_bbox: 0.2680, s0.loss_mask: 0.2527, s1.loss_cls: 0.0973, s1.acc: 93.3156, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1249, s2.loss_cls: 0.0475, s2.acc: 93.3883, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0590, loss: 1.2848 2022-06-15 05:07:03,909 - mmdet - INFO - Epoch [7][1450/7330] lr: 1.000e-04, eta: 1 day, 6:14:18, time: 0.475, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.2089, s0.acc: 93.2788, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2505, s1.loss_cls: 0.0996, s1.acc: 93.3953, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1231, s2.loss_cls: 0.0479, s2.acc: 93.4761, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0575, loss: 1.2651 2022-06-15 05:07:27,413 - mmdet - INFO - Epoch [7][1500/7330] lr: 1.000e-04, eta: 1 day, 6:13:46, time: 0.470, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1949, s0.acc: 93.5979, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2453, s1.loss_cls: 0.0917, s1.acc: 93.7995, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1217, s2.loss_cls: 0.0445, s2.acc: 93.8248, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0574, loss: 1.2379 2022-06-15 05:07:50,930 - mmdet - INFO - Epoch [7][1550/7330] lr: 1.000e-04, eta: 1 day, 6:13:15, time: 0.470, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1988, s0.acc: 93.4333, s0.loss_bbox: 0.2581, s0.loss_mask: 0.2502, s1.loss_cls: 0.0957, s1.acc: 93.4993, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1234, s2.loss_cls: 0.0462, s2.acc: 93.5489, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0575, loss: 1.2517 2022-06-15 05:08:14,179 - mmdet - INFO - Epoch [7][1600/7330] lr: 1.000e-04, eta: 1 day, 6:12:42, time: 0.465, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1898, s0.acc: 93.6853, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2465, s1.loss_cls: 0.0917, s1.acc: 93.7467, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1212, s2.loss_cls: 0.0443, s2.acc: 93.8124, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0566, loss: 1.2032 2022-06-15 05:08:37,847 - mmdet - INFO - Epoch [7][1650/7330] lr: 1.000e-04, eta: 1 day, 6:12:11, time: 0.473, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1960, s0.acc: 93.5508, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2517, s1.loss_cls: 0.0935, s1.acc: 93.6399, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1235, s2.loss_cls: 0.0444, s2.acc: 93.8559, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0573, loss: 1.2299 2022-06-15 05:09:01,165 - mmdet - INFO - Epoch [7][1700/7330] lr: 1.000e-04, eta: 1 day, 6:11:38, time: 0.466, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.2026, s0.acc: 93.2917, s0.loss_bbox: 0.2597, s0.loss_mask: 0.2453, s1.loss_cls: 0.0966, s1.acc: 93.4261, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1214, s2.loss_cls: 0.0463, s2.acc: 93.4906, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0566, loss: 1.2510 2022-06-15 05:09:23,918 - mmdet - INFO - Epoch [7][1750/7330] lr: 1.000e-04, eta: 1 day, 6:11:03, time: 0.455, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1980, s0.acc: 93.4375, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2519, s1.loss_cls: 0.0938, s1.acc: 93.5636, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1234, s2.loss_cls: 0.0453, s2.acc: 93.6030, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0581, loss: 1.2468 2022-06-15 05:09:46,809 - mmdet - INFO - Epoch [7][1800/7330] lr: 1.000e-04, eta: 1 day, 6:10:29, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1928, s0.acc: 93.7075, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2422, s1.loss_cls: 0.0903, s1.acc: 93.8384, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1188, s2.loss_cls: 0.0440, s2.acc: 93.8798, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0553, loss: 1.2104 2022-06-15 05:10:10,113 - mmdet - INFO - Epoch [7][1850/7330] lr: 1.000e-04, eta: 1 day, 6:09:55, time: 0.461, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1962, s0.acc: 93.4304, s0.loss_bbox: 0.2614, s0.loss_mask: 0.2460, s1.loss_cls: 0.0941, s1.acc: 93.5792, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1215, s2.loss_cls: 0.0457, s2.acc: 93.5681, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0573, loss: 1.2459 2022-06-15 05:10:33,606 - mmdet - INFO - Epoch [7][1900/7330] lr: 1.000e-04, eta: 1 day, 6:09:24, time: 0.475, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2062, s0.acc: 93.4619, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2496, s1.loss_cls: 0.0987, s1.acc: 93.5463, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1217, s2.loss_cls: 0.0474, s2.acc: 93.5685, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0570, loss: 1.2599 2022-06-15 05:10:57,489 - mmdet - INFO - Epoch [7][1950/7330] lr: 1.000e-04, eta: 1 day, 6:08:55, time: 0.478, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2084, s0.acc: 93.0581, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2522, s1.loss_cls: 0.0997, s1.acc: 93.2277, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1249, s2.loss_cls: 0.0485, s2.acc: 93.2181, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0584, loss: 1.2928 2022-06-15 05:11:20,910 - mmdet - INFO - Epoch [7][2000/7330] lr: 1.000e-04, eta: 1 day, 6:08:23, time: 0.468, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1993, s0.acc: 93.3274, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2565, s1.loss_cls: 0.0948, s1.acc: 93.3744, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1253, s2.loss_cls: 0.0456, s2.acc: 93.5126, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0581, loss: 1.2670 2022-06-15 05:11:44,702 - mmdet - INFO - Epoch [7][2050/7330] lr: 1.000e-04, eta: 1 day, 6:07:53, time: 0.476, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2059, s0.acc: 93.1436, s0.loss_bbox: 0.2648, s0.loss_mask: 0.2496, s1.loss_cls: 0.0987, s1.acc: 93.1516, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1218, s2.loss_cls: 0.0478, s2.acc: 93.1563, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0569, loss: 1.2759 2022-06-15 05:12:08,157 - mmdet - INFO - Epoch [7][2100/7330] lr: 1.000e-04, eta: 1 day, 6:07:21, time: 0.469, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1993, s0.acc: 93.4219, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2453, s1.loss_cls: 0.0947, s1.acc: 93.5546, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1205, s2.loss_cls: 0.0457, s2.acc: 93.5859, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0561, loss: 1.2454 2022-06-15 05:12:31,376 - mmdet - INFO - Epoch [7][2150/7330] lr: 1.000e-04, eta: 1 day, 6:06:48, time: 0.464, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.2059, s0.acc: 93.4102, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2507, s1.loss_cls: 0.0990, s1.acc: 93.4372, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1227, s2.loss_cls: 0.0470, s2.acc: 93.4942, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0578, loss: 1.2502 2022-06-15 05:12:55,035 - mmdet - INFO - Epoch [7][2200/7330] lr: 1.000e-04, eta: 1 day, 6:06:17, time: 0.473, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1997, s0.acc: 93.4919, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2506, s1.loss_cls: 0.0938, s1.acc: 93.6948, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1218, s2.loss_cls: 0.0445, s2.acc: 93.8382, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0567, loss: 1.2519 2022-06-15 05:13:18,049 - mmdet - INFO - Epoch [7][2250/7330] lr: 1.000e-04, eta: 1 day, 6:05:44, time: 0.460, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1967, s0.acc: 93.4199, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2508, s1.loss_cls: 0.0942, s1.acc: 93.5630, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1237, s2.loss_cls: 0.0455, s2.acc: 93.5503, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0580, loss: 1.2492 2022-06-15 05:13:40,519 - mmdet - INFO - Epoch [7][2300/7330] lr: 1.000e-04, eta: 1 day, 6:05:07, time: 0.449, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1956, s0.acc: 93.4248, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2478, s1.loss_cls: 0.0924, s1.acc: 93.6164, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1225, s2.loss_cls: 0.0445, s2.acc: 93.6418, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0573, loss: 1.2396 2022-06-15 05:14:03,639 - mmdet - INFO - Epoch [7][2350/7330] lr: 1.000e-04, eta: 1 day, 6:04:34, time: 0.462, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1934, s0.acc: 93.6218, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2528, s1.loss_cls: 0.0916, s1.acc: 93.7076, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1244, s2.loss_cls: 0.0438, s2.acc: 93.8599, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0583, loss: 1.2383 2022-06-15 05:14:26,701 - mmdet - INFO - Epoch [7][2400/7330] lr: 1.000e-04, eta: 1 day, 6:04:01, time: 0.461, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1968, s0.acc: 93.5601, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2546, s1.loss_cls: 0.0944, s1.acc: 93.6044, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1255, s2.loss_cls: 0.0453, s2.acc: 93.7265, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0589, loss: 1.2456 2022-06-15 05:14:49,660 - mmdet - INFO - Epoch [7][2450/7330] lr: 1.000e-04, eta: 1 day, 6:03:27, time: 0.459, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1834, s0.acc: 93.8237, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2443, s1.loss_cls: 0.0868, s1.acc: 93.9908, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1215, s2.loss_cls: 0.0423, s2.acc: 94.0164, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0573, loss: 1.1981 2022-06-15 05:15:12,700 - mmdet - INFO - Epoch [7][2500/7330] lr: 1.000e-04, eta: 1 day, 6:02:53, time: 0.461, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2186, s0.acc: 92.7786, s0.loss_bbox: 0.2752, s0.loss_mask: 0.2599, s1.loss_cls: 0.1055, s1.acc: 92.8183, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1272, s2.loss_cls: 0.0507, s2.acc: 92.8715, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0600, loss: 1.3322 2022-06-15 05:15:36,582 - mmdet - INFO - Epoch [7][2550/7330] lr: 1.000e-04, eta: 1 day, 6:02:24, time: 0.478, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2057, s0.acc: 93.1541, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2557, s1.loss_cls: 0.0985, s1.acc: 93.2473, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1256, s2.loss_cls: 0.0482, s2.acc: 93.1881, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0590, loss: 1.2859 2022-06-15 05:15:59,834 - mmdet - INFO - Epoch [7][2600/7330] lr: 1.000e-04, eta: 1 day, 6:01:51, time: 0.465, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2023, s0.acc: 93.3005, s0.loss_bbox: 0.2613, s0.loss_mask: 0.2513, s1.loss_cls: 0.0960, s1.acc: 93.4123, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1242, s2.loss_cls: 0.0464, s2.acc: 93.4881, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0583, loss: 1.2674 2022-06-15 05:16:23,301 - mmdet - INFO - Epoch [7][2650/7330] lr: 1.000e-04, eta: 1 day, 6:01:20, time: 0.469, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2015, s0.acc: 93.3418, s0.loss_bbox: 0.2651, s0.loss_mask: 0.2520, s1.loss_cls: 0.0954, s1.acc: 93.5245, s1.loss_bbox: 0.1189, s1.loss_mask: 0.1229, s2.loss_cls: 0.0458, s2.acc: 93.5289, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0572, loss: 1.2700 2022-06-15 05:16:46,299 - mmdet - INFO - Epoch [7][2700/7330] lr: 1.000e-04, eta: 1 day, 6:00:46, time: 0.460, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2101, s0.acc: 93.0273, s0.loss_bbox: 0.2637, s0.loss_mask: 0.2562, s1.loss_cls: 0.1008, s1.acc: 93.1089, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1253, s2.loss_cls: 0.0479, s2.acc: 93.2913, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0583, loss: 1.2899 2022-06-15 05:17:09,262 - mmdet - INFO - Epoch [7][2750/7330] lr: 1.000e-04, eta: 1 day, 6:00:13, time: 0.459, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2062, s0.acc: 93.2827, s0.loss_bbox: 0.2667, s0.loss_mask: 0.2536, s1.loss_cls: 0.0977, s1.acc: 93.4490, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1254, s2.loss_cls: 0.0473, s2.acc: 93.4816, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0592, loss: 1.2887 2022-06-15 05:17:32,325 - mmdet - INFO - Epoch [7][2800/7330] lr: 1.000e-04, eta: 1 day, 5:59:39, time: 0.461, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2094, s0.acc: 93.1533, s0.loss_bbox: 0.2655, s0.loss_mask: 0.2578, s1.loss_cls: 0.1005, s1.acc: 93.1855, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1263, s2.loss_cls: 0.0487, s2.acc: 93.2608, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0589, loss: 1.3008 2022-06-15 05:17:55,749 - mmdet - INFO - Epoch [7][2850/7330] lr: 1.000e-04, eta: 1 day, 5:59:08, time: 0.468, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1960, s0.acc: 93.5078, s0.loss_bbox: 0.2552, s0.loss_mask: 0.2459, s1.loss_cls: 0.0921, s1.acc: 93.7218, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1217, s2.loss_cls: 0.0444, s2.acc: 93.7658, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0569, loss: 1.2301 2022-06-15 05:18:18,770 - mmdet - INFO - Epoch [7][2900/7330] lr: 1.000e-04, eta: 1 day, 5:58:34, time: 0.461, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2014, s0.acc: 93.4045, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2490, s1.loss_cls: 0.0958, s1.acc: 93.6062, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1227, s2.loss_cls: 0.0459, s2.acc: 93.6318, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0579, loss: 1.2591 2022-06-15 05:18:41,536 - mmdet - INFO - Epoch [7][2950/7330] lr: 1.000e-04, eta: 1 day, 5:58:00, time: 0.455, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2006, s0.acc: 93.3855, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2457, s1.loss_cls: 0.0960, s1.acc: 93.4822, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1207, s2.loss_cls: 0.0461, s2.acc: 93.5386, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0561, loss: 1.2536 2022-06-15 05:19:04,773 - mmdet - INFO - Epoch [7][3000/7330] lr: 1.000e-04, eta: 1 day, 5:57:27, time: 0.465, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1955, s0.acc: 93.4827, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2486, s1.loss_cls: 0.0928, s1.acc: 93.5917, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1234, s2.loss_cls: 0.0445, s2.acc: 93.7521, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0580, loss: 1.2390 2022-06-15 05:19:29,918 - mmdet - INFO - Epoch [7][3050/7330] lr: 1.000e-04, eta: 1 day, 5:57:04, time: 0.503, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1983, s0.acc: 93.4697, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2431, s1.loss_cls: 0.0958, s1.acc: 93.5651, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1201, s2.loss_cls: 0.0459, s2.acc: 93.6161, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0559, loss: 1.2331 2022-06-15 05:19:52,754 - mmdet - INFO - Epoch [7][3100/7330] lr: 1.000e-04, eta: 1 day, 5:56:30, time: 0.457, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1997, s0.acc: 93.3865, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2522, s1.loss_cls: 0.0944, s1.acc: 93.5453, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1248, s2.loss_cls: 0.0450, s2.acc: 93.6900, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0587, loss: 1.2626 2022-06-15 05:20:15,244 - mmdet - INFO - Epoch [7][3150/7330] lr: 1.000e-04, eta: 1 day, 5:55:54, time: 0.450, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2009, s0.acc: 93.3987, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2508, s1.loss_cls: 0.0942, s1.acc: 93.5965, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1222, s2.loss_cls: 0.0454, s2.acc: 93.7160, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0571, loss: 1.2468 2022-06-15 05:20:37,701 - mmdet - INFO - Epoch [7][3200/7330] lr: 1.000e-04, eta: 1 day, 5:55:18, time: 0.449, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2002, s0.acc: 93.3809, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2537, s1.loss_cls: 0.0945, s1.acc: 93.5312, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1248, s2.loss_cls: 0.0454, s2.acc: 93.6372, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0578, loss: 1.2577 2022-06-15 05:21:00,396 - mmdet - INFO - Epoch [7][3250/7330] lr: 1.000e-04, eta: 1 day, 5:54:43, time: 0.454, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1948, s0.acc: 93.5933, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2477, s1.loss_cls: 0.0919, s1.acc: 93.7754, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1229, s2.loss_cls: 0.0442, s2.acc: 93.7969, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0569, loss: 1.2337 2022-06-15 05:21:22,906 - mmdet - INFO - Epoch [7][3300/7330] lr: 1.000e-04, eta: 1 day, 5:54:08, time: 0.450, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2013, s0.acc: 93.3640, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2521, s1.loss_cls: 0.0955, s1.acc: 93.5704, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1243, s2.loss_cls: 0.0455, s2.acc: 93.6576, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0582, loss: 1.2589 2022-06-15 05:21:45,893 - mmdet - INFO - Epoch [7][3350/7330] lr: 1.000e-04, eta: 1 day, 5:53:34, time: 0.460, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2002, s0.acc: 93.3359, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2520, s1.loss_cls: 0.0962, s1.acc: 93.4996, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1238, s2.loss_cls: 0.0463, s2.acc: 93.4812, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0580, loss: 1.2582 2022-06-15 05:22:08,680 - mmdet - INFO - Epoch [7][3400/7330] lr: 1.000e-04, eta: 1 day, 5:53:00, time: 0.454, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1967, s0.acc: 93.4697, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2535, s1.loss_cls: 0.0932, s1.acc: 93.7049, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1232, s2.loss_cls: 0.0448, s2.acc: 93.7910, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0570, loss: 1.2400 2022-06-15 05:22:31,173 - mmdet - INFO - Epoch [7][3450/7330] lr: 1.000e-04, eta: 1 day, 5:52:24, time: 0.451, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1988, s0.acc: 93.5098, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2473, s1.loss_cls: 0.0934, s1.acc: 93.7060, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1216, s2.loss_cls: 0.0444, s2.acc: 93.7305, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0567, loss: 1.2294 2022-06-15 05:22:54,056 - mmdet - INFO - Epoch [7][3500/7330] lr: 1.000e-04, eta: 1 day, 5:51:51, time: 0.458, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2056, s0.acc: 93.3459, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2527, s1.loss_cls: 0.0984, s1.acc: 93.5297, s1.loss_bbox: 0.1197, s1.loss_mask: 0.1260, s2.loss_cls: 0.0471, s2.acc: 93.6152, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0594, loss: 1.2790 2022-06-15 05:23:16,694 - mmdet - INFO - Epoch [7][3550/7330] lr: 1.000e-04, eta: 1 day, 5:51:16, time: 0.453, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1944, s0.acc: 93.5869, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2465, s1.loss_cls: 0.0923, s1.acc: 93.8288, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1217, s2.loss_cls: 0.0450, s2.acc: 93.7416, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0570, loss: 1.2392 2022-06-15 05:23:39,587 - mmdet - INFO - Epoch [7][3600/7330] lr: 1.000e-04, eta: 1 day, 5:50:42, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2021, s0.acc: 93.2439, s0.loss_bbox: 0.2641, s0.loss_mask: 0.2476, s1.loss_cls: 0.0966, s1.acc: 93.4128, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1222, s2.loss_cls: 0.0457, s2.acc: 93.6159, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0572, loss: 1.2650 2022-06-15 05:24:02,739 - mmdet - INFO - Epoch [7][3650/7330] lr: 1.000e-04, eta: 1 day, 5:50:10, time: 0.463, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2074, s0.acc: 93.1274, s0.loss_bbox: 0.2681, s0.loss_mask: 0.2590, s1.loss_cls: 0.0992, s1.acc: 93.1795, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1264, s2.loss_cls: 0.0476, s2.acc: 93.2863, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0591, loss: 1.2996 2022-06-15 05:24:26,042 - mmdet - INFO - Epoch [7][3700/7330] lr: 1.000e-04, eta: 1 day, 5:49:38, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2044, s0.acc: 93.2483, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2562, s1.loss_cls: 0.0959, s1.acc: 93.4398, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1259, s2.loss_cls: 0.0464, s2.acc: 93.4429, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0589, loss: 1.2789 2022-06-15 05:24:49,398 - mmdet - INFO - Epoch [7][3750/7330] lr: 1.000e-04, eta: 1 day, 5:49:06, time: 0.467, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.2090, s0.acc: 93.0999, s0.loss_bbox: 0.2667, s0.loss_mask: 0.2466, s1.loss_cls: 0.0994, s1.acc: 93.2851, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1224, s2.loss_cls: 0.0482, s2.acc: 93.2835, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0574, loss: 1.2766 2022-06-15 05:25:15,438 - mmdet - INFO - Epoch [7][3800/7330] lr: 1.000e-04, eta: 1 day, 5:48:47, time: 0.521, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2033, s0.acc: 93.3840, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2480, s1.loss_cls: 0.0967, s1.acc: 93.5245, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1214, s2.loss_cls: 0.0468, s2.acc: 93.6013, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0569, loss: 1.2563 2022-06-15 05:25:38,331 - mmdet - INFO - Epoch [7][3850/7330] lr: 1.000e-04, eta: 1 day, 5:48:13, time: 0.458, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1922, s0.acc: 93.6365, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2494, s1.loss_cls: 0.0904, s1.acc: 93.8315, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1240, s2.loss_cls: 0.0436, s2.acc: 93.9358, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0583, loss: 1.2276 2022-06-15 05:26:01,355 - mmdet - INFO - Epoch [7][3900/7330] lr: 1.000e-04, eta: 1 day, 5:47:40, time: 0.460, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1988, s0.acc: 93.4819, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2442, s1.loss_cls: 0.0945, s1.acc: 93.6598, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1215, s2.loss_cls: 0.0458, s2.acc: 93.5550, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0572, loss: 1.2340 2022-06-15 05:26:24,182 - mmdet - INFO - Epoch [7][3950/7330] lr: 1.000e-04, eta: 1 day, 5:47:07, time: 0.456, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2131, s0.acc: 93.0073, s0.loss_bbox: 0.2702, s0.loss_mask: 0.2563, s1.loss_cls: 0.1019, s1.acc: 93.0702, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1265, s2.loss_cls: 0.0483, s2.acc: 93.2300, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0593, loss: 1.3105 2022-06-15 05:26:47,071 - mmdet - INFO - Epoch [7][4000/7330] lr: 1.000e-04, eta: 1 day, 5:46:33, time: 0.458, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.2034, s0.acc: 93.4490, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2515, s1.loss_cls: 0.0968, s1.acc: 93.6420, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1233, s2.loss_cls: 0.0465, s2.acc: 93.5975, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0576, loss: 1.2581 2022-06-15 05:27:10,133 - mmdet - INFO - Epoch [7][4050/7330] lr: 1.000e-04, eta: 1 day, 5:46:00, time: 0.461, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1955, s0.acc: 93.4829, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2500, s1.loss_cls: 0.0930, s1.acc: 93.5612, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1239, s2.loss_cls: 0.0446, s2.acc: 93.6645, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0583, loss: 1.2542 2022-06-15 05:27:33,320 - mmdet - INFO - Epoch [7][4100/7330] lr: 1.000e-04, eta: 1 day, 5:45:28, time: 0.464, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2063, s0.acc: 93.1396, s0.loss_bbox: 0.2699, s0.loss_mask: 0.2539, s1.loss_cls: 0.0975, s1.acc: 93.3665, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1264, s2.loss_cls: 0.0472, s2.acc: 93.4089, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0596, loss: 1.2932 2022-06-15 05:27:56,364 - mmdet - INFO - Epoch [7][4150/7330] lr: 1.000e-04, eta: 1 day, 5:44:55, time: 0.461, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2025, s0.acc: 93.4265, s0.loss_bbox: 0.2591, s0.loss_mask: 0.2481, s1.loss_cls: 0.0964, s1.acc: 93.5501, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1221, s2.loss_cls: 0.0461, s2.acc: 93.6651, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0574, loss: 1.2567 2022-06-15 05:28:19,783 - mmdet - INFO - Epoch [7][4200/7330] lr: 1.000e-04, eta: 1 day, 5:44:24, time: 0.468, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2053, s0.acc: 93.2749, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2519, s1.loss_cls: 0.0975, s1.acc: 93.3619, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1243, s2.loss_cls: 0.0465, s2.acc: 93.5321, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0579, loss: 1.2687 2022-06-15 05:28:43,112 - mmdet - INFO - Epoch [7][4250/7330] lr: 1.000e-04, eta: 1 day, 5:43:53, time: 0.467, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1947, s0.acc: 93.4695, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2557, s1.loss_cls: 0.0933, s1.acc: 93.5920, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1265, s2.loss_cls: 0.0451, s2.acc: 93.6213, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0586, loss: 1.2501 2022-06-15 05:29:06,609 - mmdet - INFO - Epoch [7][4300/7330] lr: 1.000e-04, eta: 1 day, 5:43:22, time: 0.470, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1906, s0.acc: 93.7346, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2442, s1.loss_cls: 0.0927, s1.acc: 93.7778, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1208, s2.loss_cls: 0.0445, s2.acc: 93.8250, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0567, loss: 1.2120 2022-06-15 05:29:29,899 - mmdet - INFO - Epoch [7][4350/7330] lr: 1.000e-04, eta: 1 day, 5:42:50, time: 0.466, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2026, s0.acc: 93.3843, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2493, s1.loss_cls: 0.0963, s1.acc: 93.5483, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1232, s2.loss_cls: 0.0462, s2.acc: 93.6277, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0583, loss: 1.2582 2022-06-15 05:29:53,425 - mmdet - INFO - Epoch [7][4400/7330] lr: 1.000e-04, eta: 1 day, 5:42:20, time: 0.471, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2087, s0.acc: 93.0283, s0.loss_bbox: 0.2720, s0.loss_mask: 0.2481, s1.loss_cls: 0.0993, s1.acc: 93.2164, s1.loss_bbox: 0.1202, s1.loss_mask: 0.1223, s2.loss_cls: 0.0475, s2.acc: 93.2077, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0572, loss: 1.2870 2022-06-15 05:30:16,944 - mmdet - INFO - Epoch [7][4450/7330] lr: 1.000e-04, eta: 1 day, 5:41:49, time: 0.470, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2034, s0.acc: 93.2078, s0.loss_bbox: 0.2684, s0.loss_mask: 0.2542, s1.loss_cls: 0.0970, s1.acc: 93.3185, s1.loss_bbox: 0.1202, s1.loss_mask: 0.1258, s2.loss_cls: 0.0471, s2.acc: 93.3369, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0590, loss: 1.2921 2022-06-15 05:30:40,319 - mmdet - INFO - Epoch [7][4500/7330] lr: 1.000e-04, eta: 1 day, 5:41:18, time: 0.468, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2038, s0.acc: 93.3140, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2497, s1.loss_cls: 0.0968, s1.acc: 93.4940, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1211, s2.loss_cls: 0.0458, s2.acc: 93.6358, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0565, loss: 1.2605 2022-06-15 05:31:03,517 - mmdet - INFO - Epoch [7][4550/7330] lr: 1.000e-04, eta: 1 day, 5:40:46, time: 0.464, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1947, s0.acc: 93.6348, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2504, s1.loss_cls: 0.0927, s1.acc: 93.6989, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1216, s2.loss_cls: 0.0440, s2.acc: 93.8389, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0571, loss: 1.2269 2022-06-15 05:31:26,499 - mmdet - INFO - Epoch [7][4600/7330] lr: 1.000e-04, eta: 1 day, 5:40:13, time: 0.460, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2045, s0.acc: 93.3062, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2612, s1.loss_cls: 0.0956, s1.acc: 93.5525, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1284, s2.loss_cls: 0.0457, s2.acc: 93.6216, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0601, loss: 1.2857 2022-06-15 05:31:49,767 - mmdet - INFO - Epoch [7][4650/7330] lr: 1.000e-04, eta: 1 day, 5:39:42, time: 0.466, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2127, s0.acc: 93.1267, s0.loss_bbox: 0.2633, s0.loss_mask: 0.2595, s1.loss_cls: 0.0995, s1.acc: 93.3346, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1274, s2.loss_cls: 0.0478, s2.acc: 93.3994, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0598, loss: 1.3015 2022-06-15 05:32:12,816 - mmdet - INFO - Epoch [7][4700/7330] lr: 1.000e-04, eta: 1 day, 5:39:09, time: 0.461, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1998, s0.acc: 93.3225, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2462, s1.loss_cls: 0.0950, s1.acc: 93.4329, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1214, s2.loss_cls: 0.0455, s2.acc: 93.4607, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0582, loss: 1.2553 2022-06-15 05:32:35,510 - mmdet - INFO - Epoch [7][4750/7330] lr: 1.000e-04, eta: 1 day, 5:38:35, time: 0.454, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1965, s0.acc: 93.6162, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2487, s1.loss_cls: 0.0935, s1.acc: 93.6756, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1228, s2.loss_cls: 0.0448, s2.acc: 93.7027, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0569, loss: 1.2378 2022-06-15 05:32:58,622 - mmdet - INFO - Epoch [7][4800/7330] lr: 1.000e-04, eta: 1 day, 5:38:03, time: 0.462, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1975, s0.acc: 93.5852, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2503, s1.loss_cls: 0.0944, s1.acc: 93.6645, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1219, s2.loss_cls: 0.0459, s2.acc: 93.6677, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0571, loss: 1.2417 2022-06-15 05:33:21,794 - mmdet - INFO - Epoch [7][4850/7330] lr: 1.000e-04, eta: 1 day, 5:37:31, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1958, s0.acc: 93.4214, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2508, s1.loss_cls: 0.0944, s1.acc: 93.5246, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1246, s2.loss_cls: 0.0459, s2.acc: 93.5505, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0584, loss: 1.2558 2022-06-15 05:33:44,744 - mmdet - INFO - Epoch [7][4900/7330] lr: 1.000e-04, eta: 1 day, 5:36:58, time: 0.459, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1901, s0.acc: 93.6694, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2472, s1.loss_cls: 0.0904, s1.acc: 93.9084, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1237, s2.loss_cls: 0.0444, s2.acc: 93.7832, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0582, loss: 1.2276 2022-06-15 05:34:07,819 - mmdet - INFO - Epoch [7][4950/7330] lr: 1.000e-04, eta: 1 day, 5:36:25, time: 0.461, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1943, s0.acc: 93.6208, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2485, s1.loss_cls: 0.0935, s1.acc: 93.6091, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1217, s2.loss_cls: 0.0445, s2.acc: 93.8078, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0567, loss: 1.2260 2022-06-15 05:34:31,118 - mmdet - INFO - Epoch [7][5000/7330] lr: 1.000e-04, eta: 1 day, 5:35:54, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.2001, s0.acc: 93.3958, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2527, s1.loss_cls: 0.0964, s1.acc: 93.3483, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1235, s2.loss_cls: 0.0468, s2.acc: 93.4674, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0578, loss: 1.2584 2022-06-15 05:34:54,762 - mmdet - INFO - Epoch [7][5050/7330] lr: 1.000e-04, eta: 1 day, 5:35:24, time: 0.473, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1980, s0.acc: 93.3618, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2541, s1.loss_cls: 0.0947, s1.acc: 93.4895, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1251, s2.loss_cls: 0.0455, s2.acc: 93.5714, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0585, loss: 1.2543 2022-06-15 05:35:18,061 - mmdet - INFO - Epoch [7][5100/7330] lr: 1.000e-04, eta: 1 day, 5:34:53, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2029, s0.acc: 93.3118, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2593, s1.loss_cls: 0.0952, s1.acc: 93.5079, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1279, s2.loss_cls: 0.0453, s2.acc: 93.6132, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0599, loss: 1.2692 2022-06-15 05:35:40,880 - mmdet - INFO - Epoch [7][5150/7330] lr: 1.000e-04, eta: 1 day, 5:34:20, time: 0.456, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1968, s0.acc: 93.4673, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2518, s1.loss_cls: 0.0936, s1.acc: 93.5799, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1243, s2.loss_cls: 0.0449, s2.acc: 93.5572, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0580, loss: 1.2403 2022-06-15 05:36:04,403 - mmdet - INFO - Epoch [7][5200/7330] lr: 1.000e-04, eta: 1 day, 5:33:49, time: 0.470, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2021, s0.acc: 93.3516, s0.loss_bbox: 0.2638, s0.loss_mask: 0.2500, s1.loss_cls: 0.0957, s1.acc: 93.5904, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1238, s2.loss_cls: 0.0465, s2.acc: 93.5736, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0581, loss: 1.2730 2022-06-15 05:36:27,815 - mmdet - INFO - Epoch [7][5250/7330] lr: 1.000e-04, eta: 1 day, 5:33:18, time: 0.468, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2014, s0.acc: 93.3960, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2532, s1.loss_cls: 0.0955, s1.acc: 93.4865, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1232, s2.loss_cls: 0.0462, s2.acc: 93.5297, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0575, loss: 1.2461 2022-06-15 05:36:51,459 - mmdet - INFO - Epoch [7][5300/7330] lr: 1.000e-04, eta: 1 day, 5:32:49, time: 0.473, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2018, s0.acc: 93.4243, s0.loss_bbox: 0.2613, s0.loss_mask: 0.2507, s1.loss_cls: 0.0967, s1.acc: 93.5654, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1228, s2.loss_cls: 0.0467, s2.acc: 93.6741, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0576, loss: 1.2653 2022-06-15 05:37:14,548 - mmdet - INFO - Epoch [7][5350/7330] lr: 1.000e-04, eta: 1 day, 5:32:16, time: 0.461, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1989, s0.acc: 93.4888, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2550, s1.loss_cls: 0.0953, s1.acc: 93.5442, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1259, s2.loss_cls: 0.0458, s2.acc: 93.6777, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0588, loss: 1.2474 2022-06-15 05:37:37,163 - mmdet - INFO - Epoch [7][5400/7330] lr: 1.000e-04, eta: 1 day, 5:31:42, time: 0.453, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.2016, s0.acc: 93.2964, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2461, s1.loss_cls: 0.0973, s1.acc: 93.3493, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1213, s2.loss_cls: 0.0464, s2.acc: 93.4850, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0569, loss: 1.2426 2022-06-15 05:38:02,188 - mmdet - INFO - Epoch [7][5450/7330] lr: 1.000e-04, eta: 1 day, 5:31:19, time: 0.501, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.2088, s0.acc: 93.1445, s0.loss_bbox: 0.2623, s0.loss_mask: 0.2588, s1.loss_cls: 0.1009, s1.acc: 93.1698, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1251, s2.loss_cls: 0.0486, s2.acc: 93.2633, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0583, loss: 1.2843 2022-06-15 05:38:25,037 - mmdet - INFO - Epoch [7][5500/7330] lr: 1.000e-04, eta: 1 day, 5:30:46, time: 0.457, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1966, s0.acc: 93.5386, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2502, s1.loss_cls: 0.0940, s1.acc: 93.6641, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1223, s2.loss_cls: 0.0457, s2.acc: 93.6119, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0576, loss: 1.2394 2022-06-15 05:38:48,212 - mmdet - INFO - Epoch [7][5550/7330] lr: 1.000e-04, eta: 1 day, 5:30:14, time: 0.464, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1901, s0.acc: 93.6333, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2442, s1.loss_cls: 0.0885, s1.acc: 93.9017, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1215, s2.loss_cls: 0.0431, s2.acc: 93.9343, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0572, loss: 1.2177 2022-06-15 05:39:11,592 - mmdet - INFO - Epoch [7][5600/7330] lr: 1.000e-04, eta: 1 day, 5:29:43, time: 0.468, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2029, s0.acc: 93.3066, s0.loss_bbox: 0.2624, s0.loss_mask: 0.2496, s1.loss_cls: 0.0958, s1.acc: 93.5118, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1228, s2.loss_cls: 0.0461, s2.acc: 93.5746, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0571, loss: 1.2650 2022-06-15 05:39:35,001 - mmdet - INFO - Epoch [7][5650/7330] lr: 1.000e-04, eta: 1 day, 5:29:12, time: 0.468, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.2092, s0.acc: 93.0933, s0.loss_bbox: 0.2652, s0.loss_mask: 0.2512, s1.loss_cls: 0.0993, s1.acc: 93.2567, s1.loss_bbox: 0.1185, s1.loss_mask: 0.1236, s2.loss_cls: 0.0478, s2.acc: 93.3322, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0576, loss: 1.2836 2022-06-15 05:39:57,851 - mmdet - INFO - Epoch [7][5700/7330] lr: 1.000e-04, eta: 1 day, 5:28:39, time: 0.457, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2085, s0.acc: 93.2368, s0.loss_bbox: 0.2656, s0.loss_mask: 0.2512, s1.loss_cls: 0.1001, s1.acc: 93.3201, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1236, s2.loss_cls: 0.0485, s2.acc: 93.2216, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0582, loss: 1.2874 2022-06-15 05:40:21,466 - mmdet - INFO - Epoch [7][5750/7330] lr: 1.000e-04, eta: 1 day, 5:28:09, time: 0.472, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2087, s0.acc: 93.1997, s0.loss_bbox: 0.2591, s0.loss_mask: 0.2500, s1.loss_cls: 0.1003, s1.acc: 93.2468, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1239, s2.loss_cls: 0.0479, s2.acc: 93.3576, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0583, loss: 1.2736 2022-06-15 05:40:45,085 - mmdet - INFO - Epoch [7][5800/7330] lr: 1.000e-04, eta: 1 day, 5:27:40, time: 0.473, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2002, s0.acc: 93.4353, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2551, s1.loss_cls: 0.0950, s1.acc: 93.5824, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1251, s2.loss_cls: 0.0459, s2.acc: 93.5285, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0584, loss: 1.2597 2022-06-15 05:41:08,404 - mmdet - INFO - Epoch [7][5850/7330] lr: 1.000e-04, eta: 1 day, 5:27:09, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.2009, s0.acc: 93.4453, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2469, s1.loss_cls: 0.0952, s1.acc: 93.6143, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1217, s2.loss_cls: 0.0457, s2.acc: 93.6694, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0569, loss: 1.2391 2022-06-15 05:41:31,136 - mmdet - INFO - Epoch [7][5900/7330] lr: 1.000e-04, eta: 1 day, 5:26:35, time: 0.455, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1978, s0.acc: 93.5374, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2508, s1.loss_cls: 0.0945, s1.acc: 93.6245, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1217, s2.loss_cls: 0.0454, s2.acc: 93.6828, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0567, loss: 1.2316 2022-06-15 05:41:54,527 - mmdet - INFO - Epoch [7][5950/7330] lr: 1.000e-04, eta: 1 day, 5:26:05, time: 0.468, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2131, s0.acc: 92.9915, s0.loss_bbox: 0.2765, s0.loss_mask: 0.2601, s1.loss_cls: 0.1018, s1.acc: 93.1177, s1.loss_bbox: 0.1242, s1.loss_mask: 0.1278, s2.loss_cls: 0.0493, s2.acc: 93.0920, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0599, loss: 1.3367 2022-06-15 05:42:18,146 - mmdet - INFO - Epoch [7][6000/7330] lr: 1.000e-04, eta: 1 day, 5:25:35, time: 0.472, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2016, s0.acc: 93.2798, s0.loss_bbox: 0.2609, s0.loss_mask: 0.2469, s1.loss_cls: 0.0959, s1.acc: 93.4271, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1224, s2.loss_cls: 0.0463, s2.acc: 93.4709, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0573, loss: 1.2607 2022-06-15 05:42:41,393 - mmdet - INFO - Epoch [7][6050/7330] lr: 1.000e-04, eta: 1 day, 5:25:04, time: 0.465, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2055, s0.acc: 93.2908, s0.loss_bbox: 0.2624, s0.loss_mask: 0.2510, s1.loss_cls: 0.0978, s1.acc: 93.3865, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1236, s2.loss_cls: 0.0467, s2.acc: 93.4532, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0580, loss: 1.2710 2022-06-15 05:43:04,508 - mmdet - INFO - Epoch [7][6100/7330] lr: 1.000e-04, eta: 1 day, 5:24:32, time: 0.462, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1966, s0.acc: 93.4329, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2476, s1.loss_cls: 0.0943, s1.acc: 93.5694, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1215, s2.loss_cls: 0.0457, s2.acc: 93.6102, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0570, loss: 1.2354 2022-06-15 05:43:27,430 - mmdet - INFO - Epoch [7][6150/7330] lr: 1.000e-04, eta: 1 day, 5:23:59, time: 0.458, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.2033, s0.acc: 93.4565, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2499, s1.loss_cls: 0.0978, s1.acc: 93.5966, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1227, s2.loss_cls: 0.0464, s2.acc: 93.6498, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0574, loss: 1.2402 2022-06-15 05:43:50,343 - mmdet - INFO - Epoch [7][6200/7330] lr: 1.000e-04, eta: 1 day, 5:23:27, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.2044, s0.acc: 93.3391, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2615, s1.loss_cls: 0.0979, s1.acc: 93.4476, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1280, s2.loss_cls: 0.0467, s2.acc: 93.6377, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0598, loss: 1.2828 2022-06-15 05:44:13,676 - mmdet - INFO - Epoch [7][6250/7330] lr: 1.000e-04, eta: 1 day, 5:22:56, time: 0.467, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2063, s0.acc: 93.2695, s0.loss_bbox: 0.2602, s0.loss_mask: 0.2558, s1.loss_cls: 0.0986, s1.acc: 93.2960, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1251, s2.loss_cls: 0.0480, s2.acc: 93.2924, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0584, loss: 1.2745 2022-06-15 05:44:36,989 - mmdet - INFO - Epoch [7][6300/7330] lr: 1.000e-04, eta: 1 day, 5:22:25, time: 0.466, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1958, s0.acc: 93.5212, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2488, s1.loss_cls: 0.0931, s1.acc: 93.7222, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1221, s2.loss_cls: 0.0451, s2.acc: 93.5984, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0576, loss: 1.2415 2022-06-15 05:44:59,746 - mmdet - INFO - Epoch [7][6350/7330] lr: 1.000e-04, eta: 1 day, 5:21:52, time: 0.455, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1896, s0.acc: 93.7620, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2482, s1.loss_cls: 0.0906, s1.acc: 93.9536, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1225, s2.loss_cls: 0.0433, s2.acc: 94.0561, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0572, loss: 1.2055 2022-06-15 05:45:22,715 - mmdet - INFO - Epoch [7][6400/7330] lr: 1.000e-04, eta: 1 day, 5:21:20, time: 0.459, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1981, s0.acc: 93.4917, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2505, s1.loss_cls: 0.0941, s1.acc: 93.6322, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1222, s2.loss_cls: 0.0457, s2.acc: 93.6365, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0572, loss: 1.2413 2022-06-15 05:45:46,625 - mmdet - INFO - Epoch [7][6450/7330] lr: 1.000e-04, eta: 1 day, 5:20:51, time: 0.478, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.2033, s0.acc: 93.1589, s0.loss_bbox: 0.2674, s0.loss_mask: 0.2543, s1.loss_cls: 0.0959, s1.acc: 93.4217, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1247, s2.loss_cls: 0.0468, s2.acc: 93.3863, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0583, loss: 1.2741 2022-06-15 05:46:10,560 - mmdet - INFO - Epoch [7][6500/7330] lr: 1.000e-04, eta: 1 day, 5:20:23, time: 0.479, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2099, s0.acc: 93.1162, s0.loss_bbox: 0.2693, s0.loss_mask: 0.2485, s1.loss_cls: 0.0991, s1.acc: 93.3572, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1227, s2.loss_cls: 0.0480, s2.acc: 93.2883, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0577, loss: 1.2904 2022-06-15 05:46:33,675 - mmdet - INFO - Epoch [7][6550/7330] lr: 1.000e-04, eta: 1 day, 5:19:51, time: 0.462, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1919, s0.acc: 93.7659, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2434, s1.loss_cls: 0.0898, s1.acc: 94.0368, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1198, s2.loss_cls: 0.0430, s2.acc: 94.1200, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0558, loss: 1.2134 2022-06-15 05:46:57,102 - mmdet - INFO - Epoch [7][6600/7330] lr: 1.000e-04, eta: 1 day, 5:19:21, time: 0.469, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2017, s0.acc: 93.2271, s0.loss_bbox: 0.2643, s0.loss_mask: 0.2507, s1.loss_cls: 0.0952, s1.acc: 93.4694, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1230, s2.loss_cls: 0.0462, s2.acc: 93.4967, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0578, loss: 1.2677 2022-06-15 05:47:20,372 - mmdet - INFO - Epoch [7][6650/7330] lr: 1.000e-04, eta: 1 day, 5:18:50, time: 0.465, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1971, s0.acc: 93.5337, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2475, s1.loss_cls: 0.0931, s1.acc: 93.6835, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1225, s2.loss_cls: 0.0452, s2.acc: 93.6858, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0574, loss: 1.2311 2022-06-15 05:47:43,786 - mmdet - INFO - Epoch [7][6700/7330] lr: 1.000e-04, eta: 1 day, 5:18:20, time: 0.468, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2037, s0.acc: 93.2502, s0.loss_bbox: 0.2636, s0.loss_mask: 0.2538, s1.loss_cls: 0.0977, s1.acc: 93.3424, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1247, s2.loss_cls: 0.0466, s2.acc: 93.4297, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0585, loss: 1.2787 2022-06-15 05:48:06,675 - mmdet - INFO - Epoch [7][6750/7330] lr: 1.000e-04, eta: 1 day, 5:17:47, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1999, s0.acc: 93.5374, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2557, s1.loss_cls: 0.0935, s1.acc: 93.7306, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1231, s2.loss_cls: 0.0448, s2.acc: 93.8050, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0572, loss: 1.2375 2022-06-15 05:48:29,889 - mmdet - INFO - Epoch [7][6800/7330] lr: 1.000e-04, eta: 1 day, 5:17:16, time: 0.464, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1997, s0.acc: 93.4749, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2558, s1.loss_cls: 0.0951, s1.acc: 93.6022, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1249, s2.loss_cls: 0.0456, s2.acc: 93.6023, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0573, loss: 1.2486 2022-06-15 05:48:53,652 - mmdet - INFO - Epoch [7][6850/7330] lr: 1.000e-04, eta: 1 day, 5:16:47, time: 0.475, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2039, s0.acc: 93.2703, s0.loss_bbox: 0.2638, s0.loss_mask: 0.2442, s1.loss_cls: 0.0962, s1.acc: 93.4424, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1204, s2.loss_cls: 0.0463, s2.acc: 93.5685, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0566, loss: 1.2587 2022-06-15 05:49:16,572 - mmdet - INFO - Epoch [7][6900/7330] lr: 1.000e-04, eta: 1 day, 5:16:15, time: 0.458, data_time: 0.013, memory: 16077, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.2027, s0.acc: 93.3569, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2519, s1.loss_cls: 0.0966, s1.acc: 93.5260, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1252, s2.loss_cls: 0.0461, s2.acc: 93.6605, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0587, loss: 1.2534 2022-06-15 05:49:39,762 - mmdet - INFO - Epoch [7][6950/7330] lr: 1.000e-04, eta: 1 day, 5:15:44, time: 0.464, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2023, s0.acc: 93.2166, s0.loss_bbox: 0.2664, s0.loss_mask: 0.2525, s1.loss_cls: 0.0961, s1.acc: 93.3815, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1237, s2.loss_cls: 0.0466, s2.acc: 93.3624, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0581, loss: 1.2741 2022-06-15 05:50:02,542 - mmdet - INFO - Epoch [7][7000/7330] lr: 1.000e-04, eta: 1 day, 5:15:11, time: 0.456, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1989, s0.acc: 93.5198, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2505, s1.loss_cls: 0.0935, s1.acc: 93.7864, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1227, s2.loss_cls: 0.0454, s2.acc: 93.8441, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0573, loss: 1.2408 2022-06-15 05:50:25,597 - mmdet - INFO - Epoch [7][7050/7330] lr: 1.000e-04, eta: 1 day, 5:14:39, time: 0.461, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2033, s0.acc: 93.4783, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2538, s1.loss_cls: 0.0974, s1.acc: 93.6630, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1247, s2.loss_cls: 0.0470, s2.acc: 93.6356, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0583, loss: 1.2589 2022-06-15 05:50:48,416 - mmdet - INFO - Epoch [7][7100/7330] lr: 1.000e-04, eta: 1 day, 5:14:06, time: 0.456, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.2017, s0.acc: 93.3774, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2523, s1.loss_cls: 0.0968, s1.acc: 93.4457, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1233, s2.loss_cls: 0.0470, s2.acc: 93.5324, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0583, loss: 1.2514 2022-06-15 05:51:11,620 - mmdet - INFO - Epoch [7][7150/7330] lr: 1.000e-04, eta: 1 day, 5:13:35, time: 0.464, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1943, s0.acc: 93.5601, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2503, s1.loss_cls: 0.0924, s1.acc: 93.7919, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1221, s2.loss_cls: 0.0442, s2.acc: 93.9147, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0569, loss: 1.2289 2022-06-15 05:51:35,115 - mmdet - INFO - Epoch [7][7200/7330] lr: 1.000e-04, eta: 1 day, 5:13:05, time: 0.470, data_time: 0.024, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1999, s0.acc: 93.2073, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2481, s1.loss_cls: 0.0949, s1.acc: 93.3836, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1214, s2.loss_cls: 0.0455, s2.acc: 93.5199, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0565, loss: 1.2508 2022-06-15 05:51:58,011 - mmdet - INFO - Epoch [7][7250/7330] lr: 1.000e-04, eta: 1 day, 5:12:33, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1942, s0.acc: 93.5635, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2464, s1.loss_cls: 0.0930, s1.acc: 93.6770, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1220, s2.loss_cls: 0.0448, s2.acc: 93.8131, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0573, loss: 1.2245 2022-06-15 05:52:21,486 - mmdet - INFO - Epoch [7][7300/7330] lr: 1.000e-04, eta: 1 day, 5:12:03, time: 0.470, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1992, s0.acc: 93.3804, s0.loss_bbox: 0.2615, s0.loss_mask: 0.2517, s1.loss_cls: 0.0955, s1.acc: 93.4206, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1236, s2.loss_cls: 0.0463, s2.acc: 93.4292, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0578, loss: 1.2622 2022-06-15 05:52:50,047 - mmdet - INFO - Saving checkpoint at 7 epochs 2022-06-15 05:56:16,100 - mmdet - INFO - Evaluating bbox... 2022-06-15 05:56:45,860 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.426 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.608 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.460 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.254 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.452 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.575 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.737 2022-06-15 05:56:45,861 - mmdet - INFO - Evaluating segm... 2022-06-15 05:57:16,903 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.367 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.579 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.180 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.390 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.302 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.670 2022-06-15 05:57:17,507 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 05:57:17,507 - mmdet - INFO - Epoch(val) [7][625] bbox_mAP: 0.4260, bbox_mAP_50: 0.6080, bbox_mAP_75: 0.4600, bbox_mAP_s: 0.2540, bbox_mAP_m: 0.4520, bbox_mAP_l: 0.5750, bbox_mAP_copypaste: 0.426 0.608 0.460 0.254 0.452 0.575, segm_mAP: 0.3670, segm_mAP_50: 0.5790, segm_mAP_75: 0.3920, segm_mAP_s: 0.1800, segm_mAP_m: 0.3900, segm_mAP_l: 0.5520, segm_mAP_copypaste: 0.367 0.579 0.392 0.180 0.390 0.552 2022-06-15 06:02:23,162 - mmdet - INFO - Epoch [8][50/7330] lr: 1.000e-04, eta: 1 day, 5:29:45, time: 6.112, data_time: 5.653, memory: 16077, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1904, s0.acc: 93.6589, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2477, s1.loss_cls: 0.0899, s1.acc: 93.9149, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1221, s2.loss_cls: 0.0434, s2.acc: 93.9285, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0569, loss: 1.2292 2022-06-15 06:02:46,822 - mmdet - INFO - Epoch [8][100/7330] lr: 1.000e-04, eta: 1 day, 5:29:14, time: 0.473, data_time: 0.023, memory: 16077, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1916, s0.acc: 93.4741, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2495, s1.loss_cls: 0.0915, s1.acc: 93.5009, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1224, s2.loss_cls: 0.0440, s2.acc: 93.5444, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0573, loss: 1.2329 2022-06-15 06:03:10,216 - mmdet - INFO - Epoch [8][150/7330] lr: 1.000e-04, eta: 1 day, 5:28:43, time: 0.467, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1790, s0.acc: 94.0652, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2396, s1.loss_cls: 0.0834, s1.acc: 94.2249, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1191, s2.loss_cls: 0.0407, s2.acc: 94.3258, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0562, loss: 1.1683 2022-06-15 06:03:33,402 - mmdet - INFO - Epoch [8][200/7330] lr: 1.000e-04, eta: 1 day, 5:28:10, time: 0.464, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1902, s0.acc: 93.5701, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2519, s1.loss_cls: 0.0905, s1.acc: 93.6945, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1240, s2.loss_cls: 0.0436, s2.acc: 93.7902, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0577, loss: 1.2346 2022-06-15 06:03:57,699 - mmdet - INFO - Epoch [8][250/7330] lr: 1.000e-04, eta: 1 day, 5:27:42, time: 0.486, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1983, s0.acc: 93.2517, s0.loss_bbox: 0.2714, s0.loss_mask: 0.2473, s1.loss_cls: 0.0934, s1.acc: 93.4733, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1221, s2.loss_cls: 0.0450, s2.acc: 93.4209, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0572, loss: 1.2658 2022-06-15 06:04:21,388 - mmdet - INFO - Epoch [8][300/7330] lr: 1.000e-04, eta: 1 day, 5:27:12, time: 0.474, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1991, s0.acc: 93.3784, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2390, s1.loss_cls: 0.0948, s1.acc: 93.4528, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1182, s2.loss_cls: 0.0460, s2.acc: 93.4687, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0551, loss: 1.2329 2022-06-15 06:04:44,668 - mmdet - INFO - Epoch [8][350/7330] lr: 1.000e-04, eta: 1 day, 5:26:39, time: 0.462, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1920, s0.acc: 93.5554, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2471, s1.loss_cls: 0.0919, s1.acc: 93.6694, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1231, s2.loss_cls: 0.0442, s2.acc: 93.7804, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0576, loss: 1.2260 2022-06-15 06:05:08,183 - mmdet - INFO - Epoch [8][400/7330] lr: 1.000e-04, eta: 1 day, 5:26:09, time: 0.475, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1879, s0.acc: 93.6917, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2443, s1.loss_cls: 0.0905, s1.acc: 93.7912, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1188, s2.loss_cls: 0.0437, s2.acc: 93.8815, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0554, loss: 1.2043 2022-06-15 06:05:31,007 - mmdet - INFO - Epoch [8][450/7330] lr: 1.000e-04, eta: 1 day, 5:25:36, time: 0.456, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1920, s0.acc: 93.6899, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2445, s1.loss_cls: 0.0909, s1.acc: 93.9166, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1202, s2.loss_cls: 0.0441, s2.acc: 93.9123, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0562, loss: 1.2110 2022-06-15 06:05:54,148 - mmdet - INFO - Epoch [8][500/7330] lr: 1.000e-04, eta: 1 day, 5:25:03, time: 0.463, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1902, s0.acc: 93.6392, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2515, s1.loss_cls: 0.0883, s1.acc: 93.9651, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1246, s2.loss_cls: 0.0429, s2.acc: 93.9709, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0586, loss: 1.2339 2022-06-15 06:06:17,335 - mmdet - INFO - Epoch [8][550/7330] lr: 1.000e-04, eta: 1 day, 5:24:31, time: 0.464, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1918, s0.acc: 93.5657, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2553, s1.loss_cls: 0.0914, s1.acc: 93.7096, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1254, s2.loss_cls: 0.0445, s2.acc: 93.7513, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0583, loss: 1.2457 2022-06-15 06:06:40,662 - mmdet - INFO - Epoch [8][600/7330] lr: 1.000e-04, eta: 1 day, 5:23:59, time: 0.467, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1956, s0.acc: 93.3862, s0.loss_bbox: 0.2615, s0.loss_mask: 0.2543, s1.loss_cls: 0.0927, s1.acc: 93.6136, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1237, s2.loss_cls: 0.0442, s2.acc: 93.6341, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0581, loss: 1.2531 2022-06-15 06:07:03,654 - mmdet - INFO - Epoch [8][650/7330] lr: 1.000e-04, eta: 1 day, 5:23:26, time: 0.460, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1926, s0.acc: 93.5486, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2499, s1.loss_cls: 0.0906, s1.acc: 93.7542, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1234, s2.loss_cls: 0.0435, s2.acc: 93.8426, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0578, loss: 1.2346 2022-06-15 06:07:26,579 - mmdet - INFO - Epoch [8][700/7330] lr: 1.000e-04, eta: 1 day, 5:22:53, time: 0.458, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1872, s0.acc: 93.7073, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2496, s1.loss_cls: 0.0879, s1.acc: 93.8987, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1239, s2.loss_cls: 0.0428, s2.acc: 93.8714, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0584, loss: 1.2148 2022-06-15 06:07:49,822 - mmdet - INFO - Epoch [8][750/7330] lr: 1.000e-04, eta: 1 day, 5:22:21, time: 0.465, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1911, s0.acc: 93.6814, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2481, s1.loss_cls: 0.0902, s1.acc: 93.8553, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1214, s2.loss_cls: 0.0436, s2.acc: 93.8887, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0570, loss: 1.2181 2022-06-15 06:08:13,029 - mmdet - INFO - Epoch [8][800/7330] lr: 1.000e-04, eta: 1 day, 5:21:49, time: 0.464, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1884, s0.acc: 93.5959, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2408, s1.loss_cls: 0.0898, s1.acc: 93.6753, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1201, s2.loss_cls: 0.0433, s2.acc: 93.6629, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0562, loss: 1.2104 2022-06-15 06:08:36,320 - mmdet - INFO - Epoch [8][850/7330] lr: 1.000e-04, eta: 1 day, 5:21:17, time: 0.466, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1899, s0.acc: 93.8281, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2457, s1.loss_cls: 0.0907, s1.acc: 93.8960, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1223, s2.loss_cls: 0.0432, s2.acc: 93.9442, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0573, loss: 1.1958 2022-06-15 06:08:59,358 - mmdet - INFO - Epoch [8][900/7330] lr: 1.000e-04, eta: 1 day, 5:20:44, time: 0.461, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1907, s0.acc: 93.5481, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2459, s1.loss_cls: 0.0906, s1.acc: 93.7388, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1206, s2.loss_cls: 0.0435, s2.acc: 93.8589, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0564, loss: 1.2205 2022-06-15 06:09:22,011 - mmdet - INFO - Epoch [8][950/7330] lr: 1.000e-04, eta: 1 day, 5:20:10, time: 0.453, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1938, s0.acc: 93.5122, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2487, s1.loss_cls: 0.0928, s1.acc: 93.6402, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1216, s2.loss_cls: 0.0448, s2.acc: 93.6650, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0569, loss: 1.2286 2022-06-15 06:09:45,137 - mmdet - INFO - Epoch [8][1000/7330] lr: 1.000e-04, eta: 1 day, 5:19:38, time: 0.463, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.2013, s0.acc: 93.3765, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2472, s1.loss_cls: 0.0945, s1.acc: 93.6067, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1224, s2.loss_cls: 0.0453, s2.acc: 93.6931, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0572, loss: 1.2502 2022-06-15 06:10:07,870 - mmdet - INFO - Epoch [8][1050/7330] lr: 1.000e-04, eta: 1 day, 5:19:03, time: 0.452, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1970, s0.acc: 93.3965, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2504, s1.loss_cls: 0.0939, s1.acc: 93.4631, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1228, s2.loss_cls: 0.0456, s2.acc: 93.4599, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0574, loss: 1.2516 2022-06-15 06:10:30,721 - mmdet - INFO - Epoch [8][1100/7330] lr: 1.000e-04, eta: 1 day, 5:18:30, time: 0.459, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1848, s0.acc: 93.8286, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2451, s1.loss_cls: 0.0869, s1.acc: 93.9853, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1212, s2.loss_cls: 0.0424, s2.acc: 93.9535, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0569, loss: 1.1993 2022-06-15 06:10:53,574 - mmdet - INFO - Epoch [8][1150/7330] lr: 1.000e-04, eta: 1 day, 5:17:57, time: 0.457, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1869, s0.acc: 93.8025, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2411, s1.loss_cls: 0.0885, s1.acc: 93.9803, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1180, s2.loss_cls: 0.0426, s2.acc: 94.0494, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0555, loss: 1.1897 2022-06-15 06:11:16,750 - mmdet - INFO - Epoch [8][1200/7330] lr: 1.000e-04, eta: 1 day, 5:17:25, time: 0.463, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2006, s0.acc: 93.2771, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2476, s1.loss_cls: 0.0957, s1.acc: 93.4623, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1229, s2.loss_cls: 0.0461, s2.acc: 93.5244, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0578, loss: 1.2609 2022-06-15 06:11:39,459 - mmdet - INFO - Epoch [8][1250/7330] lr: 1.000e-04, eta: 1 day, 5:16:51, time: 0.454, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1921, s0.acc: 93.6594, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2482, s1.loss_cls: 0.0921, s1.acc: 93.7499, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1232, s2.loss_cls: 0.0440, s2.acc: 93.8649, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0582, loss: 1.2205 2022-06-15 06:12:02,555 - mmdet - INFO - Epoch [8][1300/7330] lr: 1.000e-04, eta: 1 day, 5:16:19, time: 0.462, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1892, s0.acc: 93.7163, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2473, s1.loss_cls: 0.0897, s1.acc: 93.8440, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1222, s2.loss_cls: 0.0435, s2.acc: 93.8346, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0578, loss: 1.2183 2022-06-15 06:12:25,264 - mmdet - INFO - Epoch [8][1350/7330] lr: 1.000e-04, eta: 1 day, 5:15:45, time: 0.454, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1868, s0.acc: 93.8140, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2381, s1.loss_cls: 0.0893, s1.acc: 93.9689, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1171, s2.loss_cls: 0.0428, s2.acc: 94.0747, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0546, loss: 1.1757 2022-06-15 06:12:48,113 - mmdet - INFO - Epoch [8][1400/7330] lr: 1.000e-04, eta: 1 day, 5:15:11, time: 0.457, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1875, s0.acc: 93.6812, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2431, s1.loss_cls: 0.0894, s1.acc: 93.8492, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1219, s2.loss_cls: 0.0437, s2.acc: 93.8349, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0573, loss: 1.2155 2022-06-15 06:13:11,312 - mmdet - INFO - Epoch [8][1450/7330] lr: 1.000e-04, eta: 1 day, 5:14:39, time: 0.463, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1905, s0.acc: 93.6523, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2532, s1.loss_cls: 0.0902, s1.acc: 93.8337, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1244, s2.loss_cls: 0.0441, s2.acc: 93.7468, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0584, loss: 1.2320 2022-06-15 06:13:34,453 - mmdet - INFO - Epoch [8][1500/7330] lr: 1.000e-04, eta: 1 day, 5:14:07, time: 0.463, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1924, s0.acc: 93.6287, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2479, s1.loss_cls: 0.0903, s1.acc: 93.8603, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1220, s2.loss_cls: 0.0436, s2.acc: 93.9561, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0569, loss: 1.2404 2022-06-15 06:13:57,488 - mmdet - INFO - Epoch [8][1550/7330] lr: 1.000e-04, eta: 1 day, 5:13:35, time: 0.461, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1989, s0.acc: 93.3423, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2485, s1.loss_cls: 0.0945, s1.acc: 93.4823, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1222, s2.loss_cls: 0.0461, s2.acc: 93.5498, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0574, loss: 1.2497 2022-06-15 06:14:20,539 - mmdet - INFO - Epoch [8][1600/7330] lr: 1.000e-04, eta: 1 day, 5:13:02, time: 0.461, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1890, s0.acc: 93.7090, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2462, s1.loss_cls: 0.0897, s1.acc: 93.8278, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1216, s2.loss_cls: 0.0438, s2.acc: 93.8009, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0572, loss: 1.2123 2022-06-15 06:14:43,186 - mmdet - INFO - Epoch [8][1650/7330] lr: 1.000e-04, eta: 1 day, 5:12:29, time: 0.453, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1908, s0.acc: 93.6116, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2397, s1.loss_cls: 0.0904, s1.acc: 93.7734, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1194, s2.loss_cls: 0.0433, s2.acc: 93.8851, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0562, loss: 1.2134 2022-06-15 06:15:06,427 - mmdet - INFO - Epoch [8][1700/7330] lr: 1.000e-04, eta: 1 day, 5:11:56, time: 0.463, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1850, s0.acc: 93.7971, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2461, s1.loss_cls: 0.0880, s1.acc: 93.9510, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1216, s2.loss_cls: 0.0423, s2.acc: 94.0111, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0571, loss: 1.2036 2022-06-15 06:15:29,949 - mmdet - INFO - Epoch [8][1750/7330] lr: 1.000e-04, eta: 1 day, 5:11:26, time: 0.473, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1877, s0.acc: 93.6252, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2471, s1.loss_cls: 0.0899, s1.acc: 93.7489, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1224, s2.loss_cls: 0.0436, s2.acc: 93.7236, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0575, loss: 1.2203 2022-06-15 06:15:53,092 - mmdet - INFO - Epoch [8][1800/7330] lr: 1.000e-04, eta: 1 day, 5:10:54, time: 0.463, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1876, s0.acc: 93.7605, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2395, s1.loss_cls: 0.0889, s1.acc: 94.0175, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1185, s2.loss_cls: 0.0427, s2.acc: 93.9898, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0558, loss: 1.1868 2022-06-15 06:16:16,379 - mmdet - INFO - Epoch [8][1850/7330] lr: 1.000e-04, eta: 1 day, 5:10:23, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1907, s0.acc: 93.6433, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2410, s1.loss_cls: 0.0923, s1.acc: 93.7019, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1204, s2.loss_cls: 0.0449, s2.acc: 93.7467, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0571, loss: 1.2140 2022-06-15 06:16:39,663 - mmdet - INFO - Epoch [8][1900/7330] lr: 1.000e-04, eta: 1 day, 5:09:52, time: 0.466, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1956, s0.acc: 93.4556, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2535, s1.loss_cls: 0.0942, s1.acc: 93.5546, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1245, s2.loss_cls: 0.0455, s2.acc: 93.6429, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0585, loss: 1.2596 2022-06-15 06:17:02,829 - mmdet - INFO - Epoch [8][1950/7330] lr: 1.000e-04, eta: 1 day, 5:09:20, time: 0.463, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1933, s0.acc: 93.6919, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2444, s1.loss_cls: 0.0911, s1.acc: 93.8289, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1207, s2.loss_cls: 0.0442, s2.acc: 93.8358, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0571, loss: 1.2140 2022-06-15 06:17:26,312 - mmdet - INFO - Epoch [8][2000/7330] lr: 1.000e-04, eta: 1 day, 5:08:49, time: 0.470, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2062, s0.acc: 93.1592, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2513, s1.loss_cls: 0.0970, s1.acc: 93.3470, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1236, s2.loss_cls: 0.0464, s2.acc: 93.5151, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0580, loss: 1.2739 2022-06-15 06:17:50,132 - mmdet - INFO - Epoch [8][2050/7330] lr: 1.000e-04, eta: 1 day, 5:08:20, time: 0.476, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2006, s0.acc: 93.1670, s0.loss_bbox: 0.2632, s0.loss_mask: 0.2517, s1.loss_cls: 0.0944, s1.acc: 93.3405, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1230, s2.loss_cls: 0.0461, s2.acc: 93.4166, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0580, loss: 1.2678 2022-06-15 06:18:13,849 - mmdet - INFO - Epoch [8][2100/7330] lr: 1.000e-04, eta: 1 day, 5:07:50, time: 0.474, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2208, s0.acc: 92.8669, s0.loss_bbox: 0.2748, s0.loss_mask: 0.2525, s1.loss_cls: 0.1054, s1.acc: 92.8850, s1.loss_bbox: 0.1212, s1.loss_mask: 0.1245, s2.loss_cls: 0.0500, s2.acc: 93.0847, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0581, loss: 1.3237 2022-06-15 06:18:37,389 - mmdet - INFO - Epoch [8][2150/7330] lr: 1.000e-04, eta: 1 day, 5:07:20, time: 0.471, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1989, s0.acc: 93.2690, s0.loss_bbox: 0.2622, s0.loss_mask: 0.2490, s1.loss_cls: 0.0949, s1.acc: 93.4113, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1220, s2.loss_cls: 0.0452, s2.acc: 93.5441, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0570, loss: 1.2551 2022-06-15 06:19:01,100 - mmdet - INFO - Epoch [8][2200/7330] lr: 1.000e-04, eta: 1 day, 5:06:50, time: 0.474, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1961, s0.acc: 93.4648, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2490, s1.loss_cls: 0.0925, s1.acc: 93.6398, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1233, s2.loss_cls: 0.0452, s2.acc: 93.5450, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0580, loss: 1.2471 2022-06-15 06:19:24,634 - mmdet - INFO - Epoch [8][2250/7330] lr: 1.000e-04, eta: 1 day, 5:06:20, time: 0.470, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1956, s0.acc: 93.4795, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2525, s1.loss_cls: 0.0915, s1.acc: 93.6857, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1230, s2.loss_cls: 0.0441, s2.acc: 93.6724, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0572, loss: 1.2305 2022-06-15 06:19:48,034 - mmdet - INFO - Epoch [8][2300/7330] lr: 1.000e-04, eta: 1 day, 5:05:49, time: 0.468, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2015, s0.acc: 93.2483, s0.loss_bbox: 0.2626, s0.loss_mask: 0.2474, s1.loss_cls: 0.0965, s1.acc: 93.3554, s1.loss_bbox: 0.1185, s1.loss_mask: 0.1227, s2.loss_cls: 0.0471, s2.acc: 93.3196, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0575, loss: 1.2649 2022-06-15 06:20:11,615 - mmdet - INFO - Epoch [8][2350/7330] lr: 1.000e-04, eta: 1 day, 5:05:19, time: 0.471, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1954, s0.acc: 93.4592, s0.loss_bbox: 0.2624, s0.loss_mask: 0.2468, s1.loss_cls: 0.0928, s1.acc: 93.6356, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1229, s2.loss_cls: 0.0452, s2.acc: 93.6434, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0577, loss: 1.2494 2022-06-15 06:20:35,879 - mmdet - INFO - Epoch [8][2400/7330] lr: 1.000e-04, eta: 1 day, 5:04:52, time: 0.486, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1932, s0.acc: 93.4431, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2423, s1.loss_cls: 0.0927, s1.acc: 93.5082, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1197, s2.loss_cls: 0.0445, s2.acc: 93.5559, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0560, loss: 1.2295 2022-06-15 06:20:59,487 - mmdet - INFO - Epoch [8][2450/7330] lr: 1.000e-04, eta: 1 day, 5:04:22, time: 0.472, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1961, s0.acc: 93.5120, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2505, s1.loss_cls: 0.0924, s1.acc: 93.7000, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1248, s2.loss_cls: 0.0442, s2.acc: 93.7483, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0587, loss: 1.2453 2022-06-15 06:21:23,059 - mmdet - INFO - Epoch [8][2500/7330] lr: 1.000e-04, eta: 1 day, 5:03:52, time: 0.472, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1973, s0.acc: 93.4375, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2465, s1.loss_cls: 0.0926, s1.acc: 93.5771, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1225, s2.loss_cls: 0.0452, s2.acc: 93.5780, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0575, loss: 1.2400 2022-06-15 06:21:47,243 - mmdet - INFO - Epoch [8][2550/7330] lr: 1.000e-04, eta: 1 day, 5:03:24, time: 0.483, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1930, s0.acc: 93.4285, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2466, s1.loss_cls: 0.0916, s1.acc: 93.5606, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1223, s2.loss_cls: 0.0452, s2.acc: 93.5209, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0575, loss: 1.2385 2022-06-15 06:22:11,018 - mmdet - INFO - Epoch [8][2600/7330] lr: 1.000e-04, eta: 1 day, 5:02:55, time: 0.476, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2001, s0.acc: 93.3958, s0.loss_bbox: 0.2608, s0.loss_mask: 0.2498, s1.loss_cls: 0.0960, s1.acc: 93.5370, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1233, s2.loss_cls: 0.0464, s2.acc: 93.5166, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0581, loss: 1.2615 2022-06-15 06:22:34,345 - mmdet - INFO - Epoch [8][2650/7330] lr: 1.000e-04, eta: 1 day, 5:02:24, time: 0.467, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2005, s0.acc: 93.3291, s0.loss_bbox: 0.2591, s0.loss_mask: 0.2486, s1.loss_cls: 0.0956, s1.acc: 93.4000, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1224, s2.loss_cls: 0.0466, s2.acc: 93.3655, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0572, loss: 1.2537 2022-06-15 06:22:56,880 - mmdet - INFO - Epoch [8][2700/7330] lr: 1.000e-04, eta: 1 day, 5:01:49, time: 0.451, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1948, s0.acc: 93.6689, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2529, s1.loss_cls: 0.0931, s1.acc: 93.7802, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1231, s2.loss_cls: 0.0443, s2.acc: 93.8893, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0572, loss: 1.2362 2022-06-15 06:23:19,906 - mmdet - INFO - Epoch [8][2750/7330] lr: 1.000e-04, eta: 1 day, 5:01:17, time: 0.461, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1913, s0.acc: 93.6470, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2462, s1.loss_cls: 0.0905, s1.acc: 93.8924, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1221, s2.loss_cls: 0.0436, s2.acc: 93.8603, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0575, loss: 1.2213 2022-06-15 06:23:42,553 - mmdet - INFO - Epoch [8][2800/7330] lr: 1.000e-04, eta: 1 day, 5:00:44, time: 0.453, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1920, s0.acc: 93.6057, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2508, s1.loss_cls: 0.0903, s1.acc: 93.7601, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1238, s2.loss_cls: 0.0438, s2.acc: 93.7694, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0581, loss: 1.2448 2022-06-15 06:24:05,582 - mmdet - INFO - Epoch [8][2850/7330] lr: 1.000e-04, eta: 1 day, 5:00:11, time: 0.459, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1967, s0.acc: 93.4150, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2469, s1.loss_cls: 0.0951, s1.acc: 93.5079, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1221, s2.loss_cls: 0.0458, s2.acc: 93.6222, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0574, loss: 1.2389 2022-06-15 06:24:28,208 - mmdet - INFO - Epoch [8][2900/7330] lr: 1.000e-04, eta: 1 day, 4:59:38, time: 0.453, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.2039, s0.acc: 93.2686, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2536, s1.loss_cls: 0.0966, s1.acc: 93.3076, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1249, s2.loss_cls: 0.0466, s2.acc: 93.3470, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0584, loss: 1.2617 2022-06-15 06:24:50,847 - mmdet - INFO - Epoch [8][2950/7330] lr: 1.000e-04, eta: 1 day, 4:59:04, time: 0.453, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.2044, s0.acc: 93.3171, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2504, s1.loss_cls: 0.0968, s1.acc: 93.4802, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1232, s2.loss_cls: 0.0464, s2.acc: 93.6203, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0579, loss: 1.2546 2022-06-15 06:25:13,472 - mmdet - INFO - Epoch [8][3000/7330] lr: 1.000e-04, eta: 1 day, 4:58:31, time: 0.453, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1994, s0.acc: 93.3398, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2543, s1.loss_cls: 0.0959, s1.acc: 93.4759, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1249, s2.loss_cls: 0.0460, s2.acc: 93.5415, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0582, loss: 1.2583 2022-06-15 06:25:36,444 - mmdet - INFO - Epoch [8][3050/7330] lr: 1.000e-04, eta: 1 day, 4:57:58, time: 0.459, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.2025, s0.acc: 93.3518, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2453, s1.loss_cls: 0.0955, s1.acc: 93.5890, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1219, s2.loss_cls: 0.0459, s2.acc: 93.6335, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0575, loss: 1.2437 2022-06-15 06:25:59,313 - mmdet - INFO - Epoch [8][3100/7330] lr: 1.000e-04, eta: 1 day, 4:57:26, time: 0.457, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1953, s0.acc: 93.5164, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2469, s1.loss_cls: 0.0928, s1.acc: 93.6544, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1216, s2.loss_cls: 0.0450, s2.acc: 93.6415, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0566, loss: 1.2362 2022-06-15 06:26:22,413 - mmdet - INFO - Epoch [8][3150/7330] lr: 1.000e-04, eta: 1 day, 4:56:54, time: 0.462, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1965, s0.acc: 93.5105, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2431, s1.loss_cls: 0.0940, s1.acc: 93.6452, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1216, s2.loss_cls: 0.0450, s2.acc: 93.6783, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0570, loss: 1.2323 2022-06-15 06:26:45,619 - mmdet - INFO - Epoch [8][3200/7330] lr: 1.000e-04, eta: 1 day, 4:56:23, time: 0.464, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1944, s0.acc: 93.4976, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2467, s1.loss_cls: 0.0932, s1.acc: 93.5444, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1230, s2.loss_cls: 0.0449, s2.acc: 93.5881, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0577, loss: 1.2439 2022-06-15 06:27:08,708 - mmdet - INFO - Epoch [8][3250/7330] lr: 1.000e-04, eta: 1 day, 4:55:51, time: 0.462, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1864, s0.acc: 93.8428, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2490, s1.loss_cls: 0.0890, s1.acc: 93.9500, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1209, s2.loss_cls: 0.0434, s2.acc: 93.9803, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0569, loss: 1.2019 2022-06-15 06:27:31,777 - mmdet - INFO - Epoch [8][3300/7330] lr: 1.000e-04, eta: 1 day, 4:55:19, time: 0.462, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1976, s0.acc: 93.4463, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2484, s1.loss_cls: 0.0949, s1.acc: 93.4406, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1226, s2.loss_cls: 0.0461, s2.acc: 93.4421, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0570, loss: 1.2454 2022-06-15 06:27:55,041 - mmdet - INFO - Epoch [8][3350/7330] lr: 1.000e-04, eta: 1 day, 4:54:48, time: 0.465, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1964, s0.acc: 93.3577, s0.loss_bbox: 0.2638, s0.loss_mask: 0.2534, s1.loss_cls: 0.0947, s1.acc: 93.3964, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1245, s2.loss_cls: 0.0462, s2.acc: 93.4385, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0582, loss: 1.2695 2022-06-15 06:28:18,041 - mmdet - INFO - Epoch [8][3400/7330] lr: 1.000e-04, eta: 1 day, 4:54:16, time: 0.460, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1978, s0.acc: 93.3477, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2420, s1.loss_cls: 0.0942, s1.acc: 93.5230, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1192, s2.loss_cls: 0.0458, s2.acc: 93.6403, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0556, loss: 1.2365 2022-06-15 06:28:41,133 - mmdet - INFO - Epoch [8][3450/7330] lr: 1.000e-04, eta: 1 day, 4:53:44, time: 0.462, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1896, s0.acc: 93.6416, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2439, s1.loss_cls: 0.0894, s1.acc: 93.8359, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1208, s2.loss_cls: 0.0439, s2.acc: 93.7893, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0567, loss: 1.2098 2022-06-15 06:29:03,732 - mmdet - INFO - Epoch [8][3500/7330] lr: 1.000e-04, eta: 1 day, 4:53:10, time: 0.450, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1899, s0.acc: 93.7532, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2458, s1.loss_cls: 0.0903, s1.acc: 93.9698, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1210, s2.loss_cls: 0.0433, s2.acc: 93.9033, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0567, loss: 1.2042 2022-06-15 06:29:26,953 - mmdet - INFO - Epoch [8][3550/7330] lr: 1.000e-04, eta: 1 day, 4:52:40, time: 0.467, data_time: 0.024, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1979, s0.acc: 93.4453, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2451, s1.loss_cls: 0.0937, s1.acc: 93.5939, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1213, s2.loss_cls: 0.0445, s2.acc: 93.7512, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0567, loss: 1.2370 2022-06-15 06:29:50,226 - mmdet - INFO - Epoch [8][3600/7330] lr: 1.000e-04, eta: 1 day, 4:52:09, time: 0.465, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1946, s0.acc: 93.5764, s0.loss_bbox: 0.2580, s0.loss_mask: 0.2439, s1.loss_cls: 0.0919, s1.acc: 93.8177, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1195, s2.loss_cls: 0.0444, s2.acc: 93.8922, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0560, loss: 1.2296 2022-06-15 06:30:13,044 - mmdet - INFO - Epoch [8][3650/7330] lr: 1.000e-04, eta: 1 day, 4:51:36, time: 0.456, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1981, s0.acc: 93.5378, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2424, s1.loss_cls: 0.0933, s1.acc: 93.7306, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1189, s2.loss_cls: 0.0448, s2.acc: 93.7564, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0557, loss: 1.2318 2022-06-15 06:30:36,277 - mmdet - INFO - Epoch [8][3700/7330] lr: 1.000e-04, eta: 1 day, 4:51:05, time: 0.464, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.2024, s0.acc: 93.3142, s0.loss_bbox: 0.2671, s0.loss_mask: 0.2510, s1.loss_cls: 0.0957, s1.acc: 93.4590, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1237, s2.loss_cls: 0.0463, s2.acc: 93.5537, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0579, loss: 1.2708 2022-06-15 06:30:59,399 - mmdet - INFO - Epoch [8][3750/7330] lr: 1.000e-04, eta: 1 day, 4:50:33, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1949, s0.acc: 93.5342, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2472, s1.loss_cls: 0.0924, s1.acc: 93.6862, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1226, s2.loss_cls: 0.0447, s2.acc: 93.7821, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0577, loss: 1.2405 2022-06-15 06:31:22,286 - mmdet - INFO - Epoch [8][3800/7330] lr: 1.000e-04, eta: 1 day, 4:50:01, time: 0.458, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1904, s0.acc: 93.5686, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2474, s1.loss_cls: 0.0898, s1.acc: 93.8165, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1218, s2.loss_cls: 0.0434, s2.acc: 93.7519, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0570, loss: 1.2248 2022-06-15 06:31:44,837 - mmdet - INFO - Epoch [8][3850/7330] lr: 1.000e-04, eta: 1 day, 4:49:28, time: 0.451, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1914, s0.acc: 93.5608, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2505, s1.loss_cls: 0.0905, s1.acc: 93.7737, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1231, s2.loss_cls: 0.0439, s2.acc: 93.8984, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0575, loss: 1.2249 2022-06-15 06:32:08,092 - mmdet - INFO - Epoch [8][3900/7330] lr: 1.000e-04, eta: 1 day, 4:48:56, time: 0.463, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2025, s0.acc: 93.2698, s0.loss_bbox: 0.2630, s0.loss_mask: 0.2539, s1.loss_cls: 0.0952, s1.acc: 93.5207, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1246, s2.loss_cls: 0.0454, s2.acc: 93.7204, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0585, loss: 1.2672 2022-06-15 06:32:30,812 - mmdet - INFO - Epoch [8][3950/7330] lr: 1.000e-04, eta: 1 day, 4:48:24, time: 0.457, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1958, s0.acc: 93.5125, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2547, s1.loss_cls: 0.0938, s1.acc: 93.5847, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1262, s2.loss_cls: 0.0451, s2.acc: 93.7300, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0589, loss: 1.2435 2022-06-15 06:32:53,641 - mmdet - INFO - Epoch [8][4000/7330] lr: 1.000e-04, eta: 1 day, 4:47:51, time: 0.457, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.2009, s0.acc: 93.3188, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2451, s1.loss_cls: 0.0958, s1.acc: 93.4727, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1217, s2.loss_cls: 0.0456, s2.acc: 93.6045, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0580, loss: 1.2542 2022-06-15 06:33:16,864 - mmdet - INFO - Epoch [8][4050/7330] lr: 1.000e-04, eta: 1 day, 4:47:20, time: 0.464, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2097, s0.acc: 93.0630, s0.loss_bbox: 0.2716, s0.loss_mask: 0.2458, s1.loss_cls: 0.0997, s1.acc: 93.1479, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1217, s2.loss_cls: 0.0486, s2.acc: 93.0424, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0568, loss: 1.2899 2022-06-15 06:33:39,574 - mmdet - INFO - Epoch [8][4100/7330] lr: 1.000e-04, eta: 1 day, 4:46:47, time: 0.454, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1950, s0.acc: 93.5454, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2463, s1.loss_cls: 0.0935, s1.acc: 93.5364, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1219, s2.loss_cls: 0.0453, s2.acc: 93.5959, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0578, loss: 1.2334 2022-06-15 06:34:01,883 - mmdet - INFO - Epoch [8][4150/7330] lr: 1.000e-04, eta: 1 day, 4:46:13, time: 0.446, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1885, s0.acc: 93.7305, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2521, s1.loss_cls: 0.0894, s1.acc: 93.8738, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1239, s2.loss_cls: 0.0436, s2.acc: 93.9162, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0587, loss: 1.2224 2022-06-15 06:34:24,708 - mmdet - INFO - Epoch [8][4200/7330] lr: 1.000e-04, eta: 1 day, 4:45:40, time: 0.456, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1975, s0.acc: 93.4453, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2452, s1.loss_cls: 0.0941, s1.acc: 93.6107, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1215, s2.loss_cls: 0.0452, s2.acc: 93.5981, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0569, loss: 1.2415 2022-06-15 06:34:47,514 - mmdet - INFO - Epoch [8][4250/7330] lr: 1.000e-04, eta: 1 day, 4:45:08, time: 0.456, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1961, s0.acc: 93.6406, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2488, s1.loss_cls: 0.0928, s1.acc: 93.7491, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1196, s2.loss_cls: 0.0445, s2.acc: 93.8249, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0559, loss: 1.2257 2022-06-15 06:35:10,541 - mmdet - INFO - Epoch [8][4300/7330] lr: 1.000e-04, eta: 1 day, 4:44:36, time: 0.461, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1935, s0.acc: 93.3765, s0.loss_bbox: 0.2597, s0.loss_mask: 0.2508, s1.loss_cls: 0.0920, s1.acc: 93.5066, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1244, s2.loss_cls: 0.0444, s2.acc: 93.6486, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0578, loss: 1.2477 2022-06-15 06:35:33,048 - mmdet - INFO - Epoch [8][4350/7330] lr: 1.000e-04, eta: 1 day, 4:44:03, time: 0.450, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1935, s0.acc: 93.6155, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2476, s1.loss_cls: 0.0917, s1.acc: 93.7857, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1225, s2.loss_cls: 0.0446, s2.acc: 93.7704, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0571, loss: 1.2272 2022-06-15 06:35:55,817 - mmdet - INFO - Epoch [8][4400/7330] lr: 1.000e-04, eta: 1 day, 4:43:30, time: 0.455, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2009, s0.acc: 93.3047, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2488, s1.loss_cls: 0.0952, s1.acc: 93.4516, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1227, s2.loss_cls: 0.0457, s2.acc: 93.4503, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0571, loss: 1.2571 2022-06-15 06:36:18,389 - mmdet - INFO - Epoch [8][4450/7330] lr: 1.000e-04, eta: 1 day, 4:42:57, time: 0.451, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1914, s0.acc: 93.6335, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2440, s1.loss_cls: 0.0901, s1.acc: 93.8588, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1194, s2.loss_cls: 0.0431, s2.acc: 93.9074, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0563, loss: 1.2043 2022-06-15 06:36:40,980 - mmdet - INFO - Epoch [8][4500/7330] lr: 1.000e-04, eta: 1 day, 4:42:24, time: 0.452, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1997, s0.acc: 93.5476, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2526, s1.loss_cls: 0.0940, s1.acc: 93.8503, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1252, s2.loss_cls: 0.0448, s2.acc: 93.9500, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0587, loss: 1.2475 2022-06-15 06:37:04,307 - mmdet - INFO - Epoch [8][4550/7330] lr: 1.000e-04, eta: 1 day, 4:41:53, time: 0.467, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1875, s0.acc: 93.6943, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2495, s1.loss_cls: 0.0890, s1.acc: 93.8269, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1220, s2.loss_cls: 0.0434, s2.acc: 93.8224, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0572, loss: 1.2209 2022-06-15 06:37:27,040 - mmdet - INFO - Epoch [8][4600/7330] lr: 1.000e-04, eta: 1 day, 4:41:21, time: 0.455, data_time: 0.023, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1981, s0.acc: 93.3364, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2504, s1.loss_cls: 0.0939, s1.acc: 93.4536, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1230, s2.loss_cls: 0.0450, s2.acc: 93.5750, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0574, loss: 1.2498 2022-06-15 06:37:50,516 - mmdet - INFO - Epoch [8][4650/7330] lr: 1.000e-04, eta: 1 day, 4:40:51, time: 0.470, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1953, s0.acc: 93.4829, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2413, s1.loss_cls: 0.0927, s1.acc: 93.6771, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1196, s2.loss_cls: 0.0445, s2.acc: 93.7542, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0563, loss: 1.2309 2022-06-15 06:38:13,809 - mmdet - INFO - Epoch [8][4700/7330] lr: 1.000e-04, eta: 1 day, 4:40:20, time: 0.466, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1926, s0.acc: 93.6836, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2449, s1.loss_cls: 0.0924, s1.acc: 93.8092, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1206, s2.loss_cls: 0.0447, s2.acc: 93.8208, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0568, loss: 1.2162 2022-06-15 06:38:36,949 - mmdet - INFO - Epoch [8][4750/7330] lr: 1.000e-04, eta: 1 day, 4:39:49, time: 0.462, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1911, s0.acc: 93.6960, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2428, s1.loss_cls: 0.0899, s1.acc: 93.9038, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1201, s2.loss_cls: 0.0433, s2.acc: 93.8847, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0564, loss: 1.2086 2022-06-15 06:39:00,005 - mmdet - INFO - Epoch [8][4800/7330] lr: 1.000e-04, eta: 1 day, 4:39:18, time: 0.462, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1942, s0.acc: 93.6118, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2431, s1.loss_cls: 0.0935, s1.acc: 93.7075, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1202, s2.loss_cls: 0.0451, s2.acc: 93.8265, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0560, loss: 1.2157 2022-06-15 06:39:23,433 - mmdet - INFO - Epoch [8][4850/7330] lr: 1.000e-04, eta: 1 day, 4:38:48, time: 0.468, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1947, s0.acc: 93.6829, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2502, s1.loss_cls: 0.0924, s1.acc: 93.8458, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1214, s2.loss_cls: 0.0442, s2.acc: 93.9586, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0563, loss: 1.2272 2022-06-15 06:39:47,394 - mmdet - INFO - Epoch [8][4900/7330] lr: 1.000e-04, eta: 1 day, 4:38:19, time: 0.477, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2077, s0.acc: 93.0518, s0.loss_bbox: 0.2702, s0.loss_mask: 0.2543, s1.loss_cls: 0.0988, s1.acc: 93.2365, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1261, s2.loss_cls: 0.0473, s2.acc: 93.2443, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0592, loss: 1.2984 2022-06-15 06:40:10,914 - mmdet - INFO - Epoch [8][4950/7330] lr: 1.000e-04, eta: 1 day, 4:37:50, time: 0.473, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1891, s0.acc: 93.6853, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2525, s1.loss_cls: 0.0901, s1.acc: 93.8285, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1245, s2.loss_cls: 0.0435, s2.acc: 93.8660, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0582, loss: 1.2357 2022-06-15 06:40:34,549 - mmdet - INFO - Epoch [8][5000/7330] lr: 1.000e-04, eta: 1 day, 4:37:21, time: 0.473, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1888, s0.acc: 93.6465, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2426, s1.loss_cls: 0.0892, s1.acc: 93.8857, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1183, s2.loss_cls: 0.0434, s2.acc: 93.8449, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0551, loss: 1.2014 2022-06-15 06:40:57,600 - mmdet - INFO - Epoch [8][5050/7330] lr: 1.000e-04, eta: 1 day, 4:36:50, time: 0.461, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1942, s0.acc: 93.5789, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2523, s1.loss_cls: 0.0920, s1.acc: 93.6598, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1251, s2.loss_cls: 0.0444, s2.acc: 93.7445, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0589, loss: 1.2378 2022-06-15 06:41:20,431 - mmdet - INFO - Epoch [8][5100/7330] lr: 1.000e-04, eta: 1 day, 4:36:17, time: 0.457, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1909, s0.acc: 93.6633, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2540, s1.loss_cls: 0.0922, s1.acc: 93.7240, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1237, s2.loss_cls: 0.0445, s2.acc: 93.7658, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0580, loss: 1.2202 2022-06-15 06:41:43,620 - mmdet - INFO - Epoch [8][5150/7330] lr: 1.000e-04, eta: 1 day, 4:35:47, time: 0.464, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1884, s0.acc: 93.6125, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2499, s1.loss_cls: 0.0896, s1.acc: 93.7751, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1219, s2.loss_cls: 0.0432, s2.acc: 93.6965, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0567, loss: 1.2209 2022-06-15 06:42:06,805 - mmdet - INFO - Epoch [8][5200/7330] lr: 1.000e-04, eta: 1 day, 4:35:16, time: 0.464, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1909, s0.acc: 93.6196, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2491, s1.loss_cls: 0.0908, s1.acc: 93.7628, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1225, s2.loss_cls: 0.0438, s2.acc: 93.8314, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0573, loss: 1.2239 2022-06-15 06:42:29,731 - mmdet - INFO - Epoch [8][5250/7330] lr: 1.000e-04, eta: 1 day, 4:34:44, time: 0.458, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2040, s0.acc: 93.2410, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2504, s1.loss_cls: 0.0967, s1.acc: 93.4919, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1227, s2.loss_cls: 0.0460, s2.acc: 93.6107, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0576, loss: 1.2611 2022-06-15 06:42:53,312 - mmdet - INFO - Epoch [8][5300/7330] lr: 1.000e-04, eta: 1 day, 4:34:15, time: 0.472, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2050, s0.acc: 93.1956, s0.loss_bbox: 0.2630, s0.loss_mask: 0.2506, s1.loss_cls: 0.0966, s1.acc: 93.4055, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1233, s2.loss_cls: 0.0466, s2.acc: 93.4115, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0573, loss: 1.2715 2022-06-15 06:43:16,134 - mmdet - INFO - Epoch [8][5350/7330] lr: 1.000e-04, eta: 1 day, 4:33:43, time: 0.456, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1927, s0.acc: 93.5295, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2452, s1.loss_cls: 0.0907, s1.acc: 93.7439, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1206, s2.loss_cls: 0.0441, s2.acc: 93.7656, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0562, loss: 1.2243 2022-06-15 06:43:39,536 - mmdet - INFO - Epoch [8][5400/7330] lr: 1.000e-04, eta: 1 day, 4:33:13, time: 0.468, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1964, s0.acc: 93.4683, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2467, s1.loss_cls: 0.0937, s1.acc: 93.6085, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1225, s2.loss_cls: 0.0449, s2.acc: 93.6194, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0578, loss: 1.2266 2022-06-15 06:44:03,195 - mmdet - INFO - Epoch [8][5450/7330] lr: 1.000e-04, eta: 1 day, 4:32:44, time: 0.473, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1953, s0.acc: 93.6489, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2402, s1.loss_cls: 0.0922, s1.acc: 93.8013, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1179, s2.loss_cls: 0.0441, s2.acc: 93.9331, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0553, loss: 1.2053 2022-06-15 06:44:26,795 - mmdet - INFO - Epoch [8][5500/7330] lr: 1.000e-04, eta: 1 day, 4:32:14, time: 0.470, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2095, s0.acc: 92.9858, s0.loss_bbox: 0.2717, s0.loss_mask: 0.2468, s1.loss_cls: 0.1008, s1.acc: 93.0276, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1224, s2.loss_cls: 0.0480, s2.acc: 93.1750, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0571, loss: 1.2881 2022-06-15 06:44:50,496 - mmdet - INFO - Epoch [8][5550/7330] lr: 1.000e-04, eta: 1 day, 4:31:46, time: 0.476, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1884, s0.acc: 93.8069, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2405, s1.loss_cls: 0.0903, s1.acc: 93.9191, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1182, s2.loss_cls: 0.0437, s2.acc: 93.8768, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0550, loss: 1.1778 2022-06-15 06:45:14,223 - mmdet - INFO - Epoch [8][5600/7330] lr: 1.000e-04, eta: 1 day, 4:31:17, time: 0.475, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1974, s0.acc: 93.3911, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2450, s1.loss_cls: 0.0943, s1.acc: 93.4608, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1208, s2.loss_cls: 0.0454, s2.acc: 93.5065, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0570, loss: 1.2470 2022-06-15 06:45:37,108 - mmdet - INFO - Epoch [8][5650/7330] lr: 1.000e-04, eta: 1 day, 4:30:45, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1936, s0.acc: 93.6216, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2441, s1.loss_cls: 0.0927, s1.acc: 93.7060, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1204, s2.loss_cls: 0.0444, s2.acc: 93.8490, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0564, loss: 1.2210 2022-06-15 06:46:00,322 - mmdet - INFO - Epoch [8][5700/7330] lr: 1.000e-04, eta: 1 day, 4:30:15, time: 0.464, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1999, s0.acc: 93.3281, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2497, s1.loss_cls: 0.0954, s1.acc: 93.4715, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1230, s2.loss_cls: 0.0461, s2.acc: 93.4407, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0575, loss: 1.2475 2022-06-15 06:46:23,308 - mmdet - INFO - Epoch [8][5750/7330] lr: 1.000e-04, eta: 1 day, 4:29:43, time: 0.460, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.2043, s0.acc: 93.2192, s0.loss_bbox: 0.2642, s0.loss_mask: 0.2508, s1.loss_cls: 0.0981, s1.acc: 93.3374, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1238, s2.loss_cls: 0.0470, s2.acc: 93.3801, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0578, loss: 1.2700 2022-06-15 06:46:46,601 - mmdet - INFO - Epoch [8][5800/7330] lr: 1.000e-04, eta: 1 day, 4:29:13, time: 0.466, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2018, s0.acc: 93.3279, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2498, s1.loss_cls: 0.0950, s1.acc: 93.5110, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1238, s2.loss_cls: 0.0457, s2.acc: 93.6465, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0580, loss: 1.2570 2022-06-15 06:47:09,377 - mmdet - INFO - Epoch [8][5850/7330] lr: 1.000e-04, eta: 1 day, 4:28:41, time: 0.456, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1822, s0.acc: 93.7773, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2398, s1.loss_cls: 0.0869, s1.acc: 93.9568, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1199, s2.loss_cls: 0.0417, s2.acc: 94.0210, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0560, loss: 1.1853 2022-06-15 06:47:32,722 - mmdet - INFO - Epoch [8][5900/7330] lr: 1.000e-04, eta: 1 day, 4:28:10, time: 0.464, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1913, s0.acc: 93.6833, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2451, s1.loss_cls: 0.0906, s1.acc: 93.8768, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1206, s2.loss_cls: 0.0436, s2.acc: 93.8787, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0562, loss: 1.2181 2022-06-15 06:47:55,859 - mmdet - INFO - Epoch [8][5950/7330] lr: 1.000e-04, eta: 1 day, 4:27:40, time: 0.465, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1999, s0.acc: 93.4783, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2505, s1.loss_cls: 0.0950, s1.acc: 93.5758, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1239, s2.loss_cls: 0.0458, s2.acc: 93.5905, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0582, loss: 1.2431 2022-06-15 06:48:19,625 - mmdet - INFO - Epoch [8][6000/7330] lr: 1.000e-04, eta: 1 day, 4:27:11, time: 0.475, data_time: 0.025, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1940, s0.acc: 93.4668, s0.loss_bbox: 0.2580, s0.loss_mask: 0.2503, s1.loss_cls: 0.0922, s1.acc: 93.6116, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1228, s2.loss_cls: 0.0446, s2.acc: 93.6931, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0574, loss: 1.2417 2022-06-15 06:48:42,685 - mmdet - INFO - Epoch [8][6050/7330] lr: 1.000e-04, eta: 1 day, 4:26:40, time: 0.462, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1983, s0.acc: 93.4395, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2479, s1.loss_cls: 0.0943, s1.acc: 93.4618, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1220, s2.loss_cls: 0.0454, s2.acc: 93.6112, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0569, loss: 1.2426 2022-06-15 06:49:05,296 - mmdet - INFO - Epoch [8][6100/7330] lr: 1.000e-04, eta: 1 day, 4:26:08, time: 0.452, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1970, s0.acc: 93.4258, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2523, s1.loss_cls: 0.0946, s1.acc: 93.5168, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1237, s2.loss_cls: 0.0454, s2.acc: 93.6091, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0576, loss: 1.2429 2022-06-15 06:49:28,320 - mmdet - INFO - Epoch [8][6150/7330] lr: 1.000e-04, eta: 1 day, 4:25:37, time: 0.460, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1913, s0.acc: 93.6765, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2435, s1.loss_cls: 0.0922, s1.acc: 93.7590, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1197, s2.loss_cls: 0.0446, s2.acc: 93.7368, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0556, loss: 1.2028 2022-06-15 06:49:51,044 - mmdet - INFO - Epoch [8][6200/7330] lr: 1.000e-04, eta: 1 day, 4:25:04, time: 0.455, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1914, s0.acc: 93.7620, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2401, s1.loss_cls: 0.0915, s1.acc: 93.8964, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1191, s2.loss_cls: 0.0442, s2.acc: 93.8796, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0559, loss: 1.2054 2022-06-15 06:50:13,883 - mmdet - INFO - Epoch [8][6250/7330] lr: 1.000e-04, eta: 1 day, 4:24:33, time: 0.457, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1925, s0.acc: 93.5674, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2425, s1.loss_cls: 0.0917, s1.acc: 93.7725, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1193, s2.loss_cls: 0.0446, s2.acc: 93.7551, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0561, loss: 1.2140 2022-06-15 06:50:36,834 - mmdet - INFO - Epoch [8][6300/7330] lr: 1.000e-04, eta: 1 day, 4:24:01, time: 0.459, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1995, s0.acc: 93.4192, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2467, s1.loss_cls: 0.0951, s1.acc: 93.5613, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1211, s2.loss_cls: 0.0463, s2.acc: 93.6162, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0569, loss: 1.2419 2022-06-15 06:50:59,830 - mmdet - INFO - Epoch [8][6350/7330] lr: 1.000e-04, eta: 1 day, 4:23:30, time: 0.460, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1940, s0.acc: 93.5720, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2469, s1.loss_cls: 0.0921, s1.acc: 93.6749, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1220, s2.loss_cls: 0.0447, s2.acc: 93.6927, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0567, loss: 1.2318 2022-06-15 06:51:22,801 - mmdet - INFO - Epoch [8][6400/7330] lr: 1.000e-04, eta: 1 day, 4:22:59, time: 0.459, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1949, s0.acc: 93.5178, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2503, s1.loss_cls: 0.0927, s1.acc: 93.6424, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1227, s2.loss_cls: 0.0452, s2.acc: 93.6344, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0570, loss: 1.2451 2022-06-15 06:51:45,510 - mmdet - INFO - Epoch [8][6450/7330] lr: 1.000e-04, eta: 1 day, 4:22:27, time: 0.455, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1862, s0.acc: 93.8608, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2434, s1.loss_cls: 0.0878, s1.acc: 93.9929, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1203, s2.loss_cls: 0.0421, s2.acc: 93.9941, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0562, loss: 1.1837 2022-06-15 06:52:08,293 - mmdet - INFO - Epoch [8][6500/7330] lr: 1.000e-04, eta: 1 day, 4:21:55, time: 0.455, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1915, s0.acc: 93.7075, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2448, s1.loss_cls: 0.0919, s1.acc: 93.7678, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1198, s2.loss_cls: 0.0445, s2.acc: 93.7437, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0561, loss: 1.2161 2022-06-15 06:52:31,048 - mmdet - INFO - Epoch [8][6550/7330] lr: 1.000e-04, eta: 1 day, 4:21:23, time: 0.456, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1973, s0.acc: 93.3894, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2440, s1.loss_cls: 0.0943, s1.acc: 93.5725, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1187, s2.loss_cls: 0.0458, s2.acc: 93.5600, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0557, loss: 1.2377 2022-06-15 06:52:54,481 - mmdet - INFO - Epoch [8][6600/7330] lr: 1.000e-04, eta: 1 day, 4:20:53, time: 0.469, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.2016, s0.acc: 93.3408, s0.loss_bbox: 0.2642, s0.loss_mask: 0.2503, s1.loss_cls: 0.0958, s1.acc: 93.4852, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1240, s2.loss_cls: 0.0469, s2.acc: 93.3454, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0579, loss: 1.2697 2022-06-15 06:53:17,937 - mmdet - INFO - Epoch [8][6650/7330] lr: 1.000e-04, eta: 1 day, 4:20:24, time: 0.469, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1947, s0.acc: 93.4731, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2473, s1.loss_cls: 0.0938, s1.acc: 93.5438, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1215, s2.loss_cls: 0.0451, s2.acc: 93.6851, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0569, loss: 1.2398 2022-06-15 06:53:40,897 - mmdet - INFO - Epoch [8][6700/7330] lr: 1.000e-04, eta: 1 day, 4:19:53, time: 0.460, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1883, s0.acc: 93.8699, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2453, s1.loss_cls: 0.0908, s1.acc: 93.9101, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1215, s2.loss_cls: 0.0433, s2.acc: 94.0267, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0572, loss: 1.2093 2022-06-15 06:54:04,167 - mmdet - INFO - Epoch [8][6750/7330] lr: 1.000e-04, eta: 1 day, 4:19:23, time: 0.465, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1913, s0.acc: 93.7717, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2400, s1.loss_cls: 0.0910, s1.acc: 93.8945, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1182, s2.loss_cls: 0.0439, s2.acc: 93.8671, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0553, loss: 1.2011 2022-06-15 06:54:27,180 - mmdet - INFO - Epoch [8][6800/7330] lr: 1.000e-04, eta: 1 day, 4:18:52, time: 0.460, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1984, s0.acc: 93.4900, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2488, s1.loss_cls: 0.0932, s1.acc: 93.6802, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1229, s2.loss_cls: 0.0454, s2.acc: 93.7558, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0576, loss: 1.2460 2022-06-15 06:54:50,237 - mmdet - INFO - Epoch [8][6850/7330] lr: 1.000e-04, eta: 1 day, 4:18:21, time: 0.461, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1936, s0.acc: 93.6460, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2475, s1.loss_cls: 0.0932, s1.acc: 93.7635, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1223, s2.loss_cls: 0.0446, s2.acc: 93.8657, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0575, loss: 1.2273 2022-06-15 06:55:13,460 - mmdet - INFO - Epoch [8][6900/7330] lr: 1.000e-04, eta: 1 day, 4:17:50, time: 0.464, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1974, s0.acc: 93.5554, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2467, s1.loss_cls: 0.0937, s1.acc: 93.6781, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1228, s2.loss_cls: 0.0451, s2.acc: 93.7004, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0576, loss: 1.2354 2022-06-15 06:55:36,531 - mmdet - INFO - Epoch [8][6950/7330] lr: 1.000e-04, eta: 1 day, 4:17:20, time: 0.461, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1885, s0.acc: 93.6997, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2401, s1.loss_cls: 0.0908, s1.acc: 93.7581, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1188, s2.loss_cls: 0.0441, s2.acc: 93.8026, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0558, loss: 1.1912 2022-06-15 06:55:59,609 - mmdet - INFO - Epoch [8][7000/7330] lr: 1.000e-04, eta: 1 day, 4:16:49, time: 0.462, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1902, s0.acc: 93.6057, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2474, s1.loss_cls: 0.0914, s1.acc: 93.6760, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1233, s2.loss_cls: 0.0449, s2.acc: 93.6618, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0583, loss: 1.2260 2022-06-15 06:56:22,275 - mmdet - INFO - Epoch [8][7050/7330] lr: 1.000e-04, eta: 1 day, 4:16:17, time: 0.453, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1838, s0.acc: 93.8938, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2428, s1.loss_cls: 0.0871, s1.acc: 94.0220, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1185, s2.loss_cls: 0.0425, s2.acc: 94.0142, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0559, loss: 1.1727 2022-06-15 06:56:45,568 - mmdet - INFO - Epoch [8][7100/7330] lr: 1.000e-04, eta: 1 day, 4:15:47, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1957, s0.acc: 93.5430, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2446, s1.loss_cls: 0.0931, s1.acc: 93.6160, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1205, s2.loss_cls: 0.0442, s2.acc: 93.7858, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0562, loss: 1.2180 2022-06-15 06:57:09,629 - mmdet - INFO - Epoch [8][7150/7330] lr: 1.000e-04, eta: 1 day, 4:15:20, time: 0.481, data_time: 0.023, memory: 16077, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1987, s0.acc: 93.4822, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2448, s1.loss_cls: 0.0944, s1.acc: 93.5572, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1207, s2.loss_cls: 0.0463, s2.acc: 93.5260, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0565, loss: 1.2373 2022-06-15 06:57:32,609 - mmdet - INFO - Epoch [8][7200/7330] lr: 1.000e-04, eta: 1 day, 4:14:49, time: 0.460, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2031, s0.acc: 93.2969, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2490, s1.loss_cls: 0.0958, s1.acc: 93.5094, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1221, s2.loss_cls: 0.0461, s2.acc: 93.5286, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0569, loss: 1.2540 2022-06-15 06:57:55,574 - mmdet - INFO - Epoch [8][7250/7330] lr: 1.000e-04, eta: 1 day, 4:14:18, time: 0.459, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1957, s0.acc: 93.5632, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2488, s1.loss_cls: 0.0931, s1.acc: 93.7279, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1236, s2.loss_cls: 0.0450, s2.acc: 93.7498, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0580, loss: 1.2361 2022-06-15 06:58:18,598 - mmdet - INFO - Epoch [8][7300/7330] lr: 1.000e-04, eta: 1 day, 4:13:47, time: 0.461, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1884, s0.acc: 93.8936, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2383, s1.loss_cls: 0.0898, s1.acc: 94.0305, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1170, s2.loss_cls: 0.0439, s2.acc: 93.9685, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0551, loss: 1.1715 2022-06-15 06:58:50,789 - mmdet - INFO - Saving checkpoint at 8 epochs 2022-06-15 07:01:21,575 - mmdet - INFO - Evaluating bbox... 2022-06-15 07:01:50,266 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.614 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.467 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.274 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.464 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.579 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.391 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.740 2022-06-15 07:01:50,267 - mmdet - INFO - Evaluating segm... 2022-06-15 07:02:23,301 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.376 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.586 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.403 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.202 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.405 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.321 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.675 2022-06-15 07:02:23,801 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 07:02:23,801 - mmdet - INFO - Epoch(val) [8][625] bbox_mAP: 0.4310, bbox_mAP_50: 0.6140, bbox_mAP_75: 0.4670, bbox_mAP_s: 0.2740, bbox_mAP_m: 0.4640, bbox_mAP_l: 0.5790, bbox_mAP_copypaste: 0.431 0.614 0.467 0.274 0.464 0.579, segm_mAP: 0.3760, segm_mAP_50: 0.5860, segm_mAP_75: 0.4030, segm_mAP_s: 0.2020, segm_mAP_m: 0.4050, segm_mAP_l: 0.5620, segm_mAP_copypaste: 0.376 0.586 0.403 0.202 0.405 0.562 2022-06-15 07:06:29,717 - mmdet - INFO - Epoch [9][50/7330] lr: 1.000e-04, eta: 1 day, 4:25:08, time: 4.918, data_time: 4.474, memory: 16077, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1884, s0.acc: 93.6458, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2450, s1.loss_cls: 0.0890, s1.acc: 93.7616, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1210, s2.loss_cls: 0.0433, s2.acc: 93.7788, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0567, loss: 1.2177 2022-06-15 07:06:52,717 - mmdet - INFO - Epoch [9][100/7330] lr: 1.000e-04, eta: 1 day, 4:24:37, time: 0.460, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1914, s0.acc: 93.6687, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2412, s1.loss_cls: 0.0909, s1.acc: 93.8672, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1195, s2.loss_cls: 0.0445, s2.acc: 93.7773, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0563, loss: 1.2179 2022-06-15 07:07:15,927 - mmdet - INFO - Epoch [9][150/7330] lr: 1.000e-04, eta: 1 day, 4:24:06, time: 0.464, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1869, s0.acc: 93.7412, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2450, s1.loss_cls: 0.0883, s1.acc: 93.8936, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1211, s2.loss_cls: 0.0425, s2.acc: 93.8814, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0572, loss: 1.2118 2022-06-15 07:07:39,469 - mmdet - INFO - Epoch [9][200/7330] lr: 1.000e-04, eta: 1 day, 4:23:36, time: 0.471, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1857, s0.acc: 93.7344, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2430, s1.loss_cls: 0.0881, s1.acc: 93.8669, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1213, s2.loss_cls: 0.0424, s2.acc: 93.8501, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0569, loss: 1.1993 2022-06-15 07:08:03,071 - mmdet - INFO - Epoch [9][250/7330] lr: 1.000e-04, eta: 1 day, 4:23:07, time: 0.472, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1870, s0.acc: 93.7544, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2484, s1.loss_cls: 0.0883, s1.acc: 93.8722, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1210, s2.loss_cls: 0.0429, s2.acc: 93.8864, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0566, loss: 1.2091 2022-06-15 07:08:26,769 - mmdet - INFO - Epoch [9][300/7330] lr: 1.000e-04, eta: 1 day, 4:22:37, time: 0.474, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1935, s0.acc: 93.5188, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2480, s1.loss_cls: 0.0912, s1.acc: 93.6745, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1220, s2.loss_cls: 0.0446, s2.acc: 93.6104, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0570, loss: 1.2383 2022-06-15 07:08:50,326 - mmdet - INFO - Epoch [9][350/7330] lr: 1.000e-04, eta: 1 day, 4:22:08, time: 0.471, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1932, s0.acc: 93.5312, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2422, s1.loss_cls: 0.0913, s1.acc: 93.6755, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1197, s2.loss_cls: 0.0441, s2.acc: 93.8667, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0556, loss: 1.2215 2022-06-15 07:09:13,665 - mmdet - INFO - Epoch [9][400/7330] lr: 1.000e-04, eta: 1 day, 4:21:37, time: 0.467, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1831, s0.acc: 93.9197, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2416, s1.loss_cls: 0.0873, s1.acc: 93.9834, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1194, s2.loss_cls: 0.0424, s2.acc: 93.9084, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0561, loss: 1.1894 2022-06-15 07:09:37,101 - mmdet - INFO - Epoch [9][450/7330] lr: 1.000e-04, eta: 1 day, 4:21:07, time: 0.469, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1799, s0.acc: 93.8203, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2384, s1.loss_cls: 0.0849, s1.acc: 94.0967, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1190, s2.loss_cls: 0.0411, s2.acc: 94.1097, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0562, loss: 1.1839 2022-06-15 07:10:00,285 - mmdet - INFO - Epoch [9][500/7330] lr: 1.000e-04, eta: 1 day, 4:20:36, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1856, s0.acc: 93.8240, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2395, s1.loss_cls: 0.0877, s1.acc: 93.9793, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1173, s2.loss_cls: 0.0423, s2.acc: 94.0590, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0553, loss: 1.1853 2022-06-15 07:10:24,280 - mmdet - INFO - Epoch [9][550/7330] lr: 1.000e-04, eta: 1 day, 4:20:08, time: 0.480, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1890, s0.acc: 93.6208, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2425, s1.loss_cls: 0.0889, s1.acc: 93.8448, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1197, s2.loss_cls: 0.0427, s2.acc: 93.9155, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0564, loss: 1.2156 2022-06-15 07:10:47,596 - mmdet - INFO - Epoch [9][600/7330] lr: 1.000e-04, eta: 1 day, 4:19:38, time: 0.466, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1806, s0.acc: 94.0610, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2423, s1.loss_cls: 0.0854, s1.acc: 94.1690, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1202, s2.loss_cls: 0.0412, s2.acc: 94.1885, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0564, loss: 1.1752 2022-06-15 07:11:10,978 - mmdet - INFO - Epoch [9][650/7330] lr: 1.000e-04, eta: 1 day, 4:19:08, time: 0.468, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1957, s0.acc: 93.4702, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2469, s1.loss_cls: 0.0925, s1.acc: 93.5658, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1226, s2.loss_cls: 0.0446, s2.acc: 93.6578, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0575, loss: 1.2371 2022-06-15 07:11:33,863 - mmdet - INFO - Epoch [9][700/7330] lr: 1.000e-04, eta: 1 day, 4:18:36, time: 0.458, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1913, s0.acc: 93.4893, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2433, s1.loss_cls: 0.0907, s1.acc: 93.6979, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1200, s2.loss_cls: 0.0444, s2.acc: 93.7144, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0564, loss: 1.2169 2022-06-15 07:11:57,125 - mmdet - INFO - Epoch [9][750/7330] lr: 1.000e-04, eta: 1 day, 4:18:04, time: 0.461, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1893, s0.acc: 93.6711, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2464, s1.loss_cls: 0.0897, s1.acc: 93.8470, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1208, s2.loss_cls: 0.0425, s2.acc: 94.0739, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0560, loss: 1.2165 2022-06-15 07:12:19,256 - mmdet - INFO - Epoch [9][800/7330] lr: 1.000e-04, eta: 1 day, 4:17:31, time: 0.447, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1910, s0.acc: 93.5867, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2452, s1.loss_cls: 0.0903, s1.acc: 93.7703, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1210, s2.loss_cls: 0.0438, s2.acc: 93.8232, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0570, loss: 1.2187 2022-06-15 07:12:42,314 - mmdet - INFO - Epoch [9][850/7330] lr: 1.000e-04, eta: 1 day, 4:16:59, time: 0.461, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1885, s0.acc: 93.5925, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2437, s1.loss_cls: 0.0915, s1.acc: 93.5175, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1207, s2.loss_cls: 0.0447, s2.acc: 93.5022, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0570, loss: 1.2039 2022-06-15 07:13:05,840 - mmdet - INFO - Epoch [9][900/7330] lr: 1.000e-04, eta: 1 day, 4:16:30, time: 0.471, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1860, s0.acc: 93.7710, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2425, s1.loss_cls: 0.0878, s1.acc: 93.9081, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1202, s2.loss_cls: 0.0432, s2.acc: 93.8854, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0566, loss: 1.2047 2022-06-15 07:13:29,238 - mmdet - INFO - Epoch [9][950/7330] lr: 1.000e-04, eta: 1 day, 4:15:59, time: 0.468, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1967, s0.acc: 93.4756, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2526, s1.loss_cls: 0.0928, s1.acc: 93.6803, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1244, s2.loss_cls: 0.0447, s2.acc: 93.7487, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0586, loss: 1.2507 2022-06-15 07:13:52,438 - mmdet - INFO - Epoch [9][1000/7330] lr: 1.000e-04, eta: 1 day, 4:15:29, time: 0.464, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1937, s0.acc: 93.5193, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2432, s1.loss_cls: 0.0921, s1.acc: 93.6915, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1205, s2.loss_cls: 0.0443, s2.acc: 93.6573, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0565, loss: 1.2314 2022-06-15 07:14:15,281 - mmdet - INFO - Epoch [9][1050/7330] lr: 1.000e-04, eta: 1 day, 4:14:57, time: 0.457, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1854, s0.acc: 93.7253, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2370, s1.loss_cls: 0.0901, s1.acc: 93.7791, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1185, s2.loss_cls: 0.0446, s2.acc: 93.6778, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0560, loss: 1.1866 2022-06-15 07:14:37,962 - mmdet - INFO - Epoch [9][1100/7330] lr: 1.000e-04, eta: 1 day, 4:14:24, time: 0.454, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2032, s0.acc: 93.2576, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2484, s1.loss_cls: 0.0963, s1.acc: 93.3444, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1223, s2.loss_cls: 0.0466, s2.acc: 93.4294, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0578, loss: 1.2482 2022-06-15 07:15:01,108 - mmdet - INFO - Epoch [9][1150/7330] lr: 1.000e-04, eta: 1 day, 4:13:53, time: 0.463, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1935, s0.acc: 93.4917, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2449, s1.loss_cls: 0.0914, s1.acc: 93.6480, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1204, s2.loss_cls: 0.0445, s2.acc: 93.6802, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0564, loss: 1.2293 2022-06-15 07:15:24,687 - mmdet - INFO - Epoch [9][1200/7330] lr: 1.000e-04, eta: 1 day, 4:13:24, time: 0.472, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1894, s0.acc: 93.7463, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2450, s1.loss_cls: 0.0904, s1.acc: 93.8226, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1212, s2.loss_cls: 0.0437, s2.acc: 93.8742, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0567, loss: 1.2127 2022-06-15 07:15:47,954 - mmdet - INFO - Epoch [9][1250/7330] lr: 1.000e-04, eta: 1 day, 4:12:54, time: 0.465, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1917, s0.acc: 93.6692, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2422, s1.loss_cls: 0.0917, s1.acc: 93.8128, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1202, s2.loss_cls: 0.0442, s2.acc: 93.7736, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0568, loss: 1.2131 2022-06-15 07:16:11,452 - mmdet - INFO - Epoch [9][1300/7330] lr: 1.000e-04, eta: 1 day, 4:12:24, time: 0.470, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1918, s0.acc: 93.4910, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2476, s1.loss_cls: 0.0905, s1.acc: 93.7109, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1224, s2.loss_cls: 0.0437, s2.acc: 93.8603, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0571, loss: 1.2310 2022-06-15 07:16:35,191 - mmdet - INFO - Epoch [9][1350/7330] lr: 1.000e-04, eta: 1 day, 4:11:55, time: 0.475, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1801, s0.acc: 93.9324, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2411, s1.loss_cls: 0.0845, s1.acc: 94.0705, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1188, s2.loss_cls: 0.0416, s2.acc: 94.0137, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0553, loss: 1.1798 2022-06-15 07:16:58,407 - mmdet - INFO - Epoch [9][1400/7330] lr: 1.000e-04, eta: 1 day, 4:11:24, time: 0.464, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1844, s0.acc: 93.8696, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2365, s1.loss_cls: 0.0886, s1.acc: 93.9489, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1185, s2.loss_cls: 0.0433, s2.acc: 93.9307, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0558, loss: 1.1876 2022-06-15 07:17:21,851 - mmdet - INFO - Epoch [9][1450/7330] lr: 1.000e-04, eta: 1 day, 4:10:55, time: 0.469, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1870, s0.acc: 93.6453, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2484, s1.loss_cls: 0.0887, s1.acc: 93.8001, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1220, s2.loss_cls: 0.0429, s2.acc: 93.8714, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0570, loss: 1.2171 2022-06-15 07:17:44,731 - mmdet - INFO - Epoch [9][1500/7330] lr: 1.000e-04, eta: 1 day, 4:10:23, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1863, s0.acc: 93.7539, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2470, s1.loss_cls: 0.0877, s1.acc: 93.9358, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1221, s2.loss_cls: 0.0426, s2.acc: 93.8745, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0566, loss: 1.2057 2022-06-15 07:18:08,312 - mmdet - INFO - Epoch [9][1550/7330] lr: 1.000e-04, eta: 1 day, 4:09:54, time: 0.471, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2025, s0.acc: 93.2080, s0.loss_bbox: 0.2648, s0.loss_mask: 0.2489, s1.loss_cls: 0.0961, s1.acc: 93.3855, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1227, s2.loss_cls: 0.0457, s2.acc: 93.5315, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0575, loss: 1.2681 2022-06-15 07:18:31,097 - mmdet - INFO - Epoch [9][1600/7330] lr: 1.000e-04, eta: 1 day, 4:09:22, time: 0.456, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1925, s0.acc: 93.5142, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2421, s1.loss_cls: 0.0911, s1.acc: 93.7015, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1195, s2.loss_cls: 0.0439, s2.acc: 93.7923, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0559, loss: 1.2120 2022-06-15 07:18:54,223 - mmdet - INFO - Epoch [9][1650/7330] lr: 1.000e-04, eta: 1 day, 4:08:51, time: 0.462, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1931, s0.acc: 93.5471, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2407, s1.loss_cls: 0.0929, s1.acc: 93.6543, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1181, s2.loss_cls: 0.0449, s2.acc: 93.6647, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0554, loss: 1.2187 2022-06-15 07:19:17,855 - mmdet - INFO - Epoch [9][1700/7330] lr: 1.000e-04, eta: 1 day, 4:08:22, time: 0.473, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1857, s0.acc: 93.6362, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2451, s1.loss_cls: 0.0885, s1.acc: 93.7820, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1199, s2.loss_cls: 0.0436, s2.acc: 93.6372, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0558, loss: 1.2129 2022-06-15 07:19:41,010 - mmdet - INFO - Epoch [9][1750/7330] lr: 1.000e-04, eta: 1 day, 4:07:51, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1943, s0.acc: 93.3096, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2461, s1.loss_cls: 0.0920, s1.acc: 93.4977, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1216, s2.loss_cls: 0.0440, s2.acc: 93.6059, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0566, loss: 1.2375 2022-06-15 07:20:03,805 - mmdet - INFO - Epoch [9][1800/7330] lr: 1.000e-04, eta: 1 day, 4:07:19, time: 0.456, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1911, s0.acc: 93.4810, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2440, s1.loss_cls: 0.0909, s1.acc: 93.7081, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1191, s2.loss_cls: 0.0442, s2.acc: 93.7052, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0556, loss: 1.2164 2022-06-15 07:20:26,919 - mmdet - INFO - Epoch [9][1850/7330] lr: 1.000e-04, eta: 1 day, 4:06:48, time: 0.462, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1950, s0.acc: 93.6045, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2471, s1.loss_cls: 0.0917, s1.acc: 93.7918, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1224, s2.loss_cls: 0.0442, s2.acc: 93.8190, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0574, loss: 1.2273 2022-06-15 07:20:50,102 - mmdet - INFO - Epoch [9][1900/7330] lr: 1.000e-04, eta: 1 day, 4:06:18, time: 0.464, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1937, s0.acc: 93.4729, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2463, s1.loss_cls: 0.0920, s1.acc: 93.6271, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1213, s2.loss_cls: 0.0446, s2.acc: 93.6719, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0572, loss: 1.2406 2022-06-15 07:21:13,072 - mmdet - INFO - Epoch [9][1950/7330] lr: 1.000e-04, eta: 1 day, 4:05:46, time: 0.459, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1927, s0.acc: 93.7024, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2411, s1.loss_cls: 0.0912, s1.acc: 93.8562, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1208, s2.loss_cls: 0.0439, s2.acc: 93.9248, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0573, loss: 1.2100 2022-06-15 07:21:35,508 - mmdet - INFO - Epoch [9][2000/7330] lr: 1.000e-04, eta: 1 day, 4:05:13, time: 0.449, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1831, s0.acc: 93.8674, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2435, s1.loss_cls: 0.0883, s1.acc: 93.9213, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1212, s2.loss_cls: 0.0428, s2.acc: 93.9208, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0569, loss: 1.1852 2022-06-15 07:21:58,214 - mmdet - INFO - Epoch [9][2050/7330] lr: 1.000e-04, eta: 1 day, 4:04:41, time: 0.454, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1906, s0.acc: 93.7061, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2451, s1.loss_cls: 0.0893, s1.acc: 93.9378, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1209, s2.loss_cls: 0.0436, s2.acc: 93.9396, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0568, loss: 1.2238 2022-06-15 07:22:21,346 - mmdet - INFO - Epoch [9][2100/7330] lr: 1.000e-04, eta: 1 day, 4:04:10, time: 0.462, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1937, s0.acc: 93.4465, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2444, s1.loss_cls: 0.0925, s1.acc: 93.5061, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1215, s2.loss_cls: 0.0448, s2.acc: 93.5852, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0573, loss: 1.2226 2022-06-15 07:22:43,990 - mmdet - INFO - Epoch [9][2150/7330] lr: 1.000e-04, eta: 1 day, 4:03:38, time: 0.453, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2016, s0.acc: 93.2085, s0.loss_bbox: 0.2633, s0.loss_mask: 0.2538, s1.loss_cls: 0.0962, s1.acc: 93.4099, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1251, s2.loss_cls: 0.0467, s2.acc: 93.4081, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0583, loss: 1.2717 2022-06-15 07:23:06,697 - mmdet - INFO - Epoch [9][2200/7330] lr: 1.000e-04, eta: 1 day, 4:03:06, time: 0.454, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1936, s0.acc: 93.4683, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2424, s1.loss_cls: 0.0920, s1.acc: 93.5494, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1196, s2.loss_cls: 0.0449, s2.acc: 93.5429, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0565, loss: 1.2254 2022-06-15 07:23:29,735 - mmdet - INFO - Epoch [9][2250/7330] lr: 1.000e-04, eta: 1 day, 4:02:35, time: 0.461, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1914, s0.acc: 93.4810, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2422, s1.loss_cls: 0.0910, s1.acc: 93.7155, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1201, s2.loss_cls: 0.0441, s2.acc: 93.7006, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0564, loss: 1.2198 2022-06-15 07:23:52,442 - mmdet - INFO - Epoch [9][2300/7330] lr: 1.000e-04, eta: 1 day, 4:02:03, time: 0.454, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1886, s0.acc: 93.7085, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2390, s1.loss_cls: 0.0901, s1.acc: 93.7960, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1181, s2.loss_cls: 0.0435, s2.acc: 93.8867, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0558, loss: 1.2018 2022-06-15 07:24:15,112 - mmdet - INFO - Epoch [9][2350/7330] lr: 1.000e-04, eta: 1 day, 4:01:31, time: 0.453, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1877, s0.acc: 93.5938, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2457, s1.loss_cls: 0.0895, s1.acc: 93.6928, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1208, s2.loss_cls: 0.0435, s2.acc: 93.8223, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0562, loss: 1.2127 2022-06-15 07:24:37,471 - mmdet - INFO - Epoch [9][2400/7330] lr: 1.000e-04, eta: 1 day, 4:00:58, time: 0.447, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1836, s0.acc: 93.8716, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2403, s1.loss_cls: 0.0872, s1.acc: 94.0987, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1190, s2.loss_cls: 0.0420, s2.acc: 94.1236, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0559, loss: 1.1746 2022-06-15 07:25:00,221 - mmdet - INFO - Epoch [9][2450/7330] lr: 1.000e-04, eta: 1 day, 4:00:26, time: 0.455, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1920, s0.acc: 93.5864, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2401, s1.loss_cls: 0.0900, s1.acc: 93.8682, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1178, s2.loss_cls: 0.0443, s2.acc: 93.7993, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0552, loss: 1.2074 2022-06-15 07:25:22,791 - mmdet - INFO - Epoch [9][2500/7330] lr: 1.000e-04, eta: 1 day, 3:59:53, time: 0.451, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1889, s0.acc: 93.6970, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2480, s1.loss_cls: 0.0889, s1.acc: 93.9895, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1224, s2.loss_cls: 0.0425, s2.acc: 94.0392, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0574, loss: 1.2180 2022-06-15 07:25:45,969 - mmdet - INFO - Epoch [9][2550/7330] lr: 1.000e-04, eta: 1 day, 3:59:23, time: 0.464, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1966, s0.acc: 93.3142, s0.loss_bbox: 0.2629, s0.loss_mask: 0.2519, s1.loss_cls: 0.0929, s1.acc: 93.4575, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1229, s2.loss_cls: 0.0448, s2.acc: 93.5482, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0570, loss: 1.2542 2022-06-15 07:26:08,844 - mmdet - INFO - Epoch [9][2600/7330] lr: 1.000e-04, eta: 1 day, 3:58:51, time: 0.457, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1890, s0.acc: 93.5852, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2436, s1.loss_cls: 0.0886, s1.acc: 93.8390, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1196, s2.loss_cls: 0.0430, s2.acc: 93.8023, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0560, loss: 1.2131 2022-06-15 07:26:31,579 - mmdet - INFO - Epoch [9][2650/7330] lr: 1.000e-04, eta: 1 day, 3:58:20, time: 0.455, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1908, s0.acc: 93.6401, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2441, s1.loss_cls: 0.0910, s1.acc: 93.7546, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1204, s2.loss_cls: 0.0435, s2.acc: 93.8822, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0562, loss: 1.2049 2022-06-15 07:26:54,359 - mmdet - INFO - Epoch [9][2700/7330] lr: 1.000e-04, eta: 1 day, 3:57:48, time: 0.456, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1907, s0.acc: 93.5471, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2426, s1.loss_cls: 0.0904, s1.acc: 93.7529, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1187, s2.loss_cls: 0.0440, s2.acc: 93.7147, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0555, loss: 1.2107 2022-06-15 07:27:17,218 - mmdet - INFO - Epoch [9][2750/7330] lr: 1.000e-04, eta: 1 day, 3:57:16, time: 0.457, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1921, s0.acc: 93.5503, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2432, s1.loss_cls: 0.0914, s1.acc: 93.7210, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1211, s2.loss_cls: 0.0441, s2.acc: 93.6667, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0575, loss: 1.2230 2022-06-15 07:27:39,423 - mmdet - INFO - Epoch [9][2800/7330] lr: 1.000e-04, eta: 1 day, 3:56:43, time: 0.444, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1824, s0.acc: 93.8572, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2453, s1.loss_cls: 0.0865, s1.acc: 94.0449, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1214, s2.loss_cls: 0.0420, s2.acc: 94.0388, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0564, loss: 1.1930 2022-06-15 07:28:02,917 - mmdet - INFO - Epoch [9][2850/7330] lr: 1.000e-04, eta: 1 day, 3:56:14, time: 0.470, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1862, s0.acc: 93.7773, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2417, s1.loss_cls: 0.0893, s1.acc: 93.9258, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1195, s2.loss_cls: 0.0429, s2.acc: 93.9303, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0562, loss: 1.2019 2022-06-15 07:28:26,497 - mmdet - INFO - Epoch [9][2900/7330] lr: 1.000e-04, eta: 1 day, 3:55:45, time: 0.472, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1947, s0.acc: 93.5530, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2446, s1.loss_cls: 0.0912, s1.acc: 93.7058, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1206, s2.loss_cls: 0.0444, s2.acc: 93.7005, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0567, loss: 1.2290 2022-06-15 07:28:49,785 - mmdet - INFO - Epoch [9][2950/7330] lr: 1.000e-04, eta: 1 day, 3:55:15, time: 0.466, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1902, s0.acc: 93.4788, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2451, s1.loss_cls: 0.0911, s1.acc: 93.5787, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1210, s2.loss_cls: 0.0442, s2.acc: 93.6488, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0567, loss: 1.2244 2022-06-15 07:29:13,193 - mmdet - INFO - Epoch [9][3000/7330] lr: 1.000e-04, eta: 1 day, 3:54:45, time: 0.468, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2089, s0.acc: 92.9502, s0.loss_bbox: 0.2708, s0.loss_mask: 0.2508, s1.loss_cls: 0.1002, s1.acc: 93.0463, s1.loss_bbox: 0.1211, s1.loss_mask: 0.1239, s2.loss_cls: 0.0489, s2.acc: 93.0131, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0577, loss: 1.2956 2022-06-15 07:29:36,517 - mmdet - INFO - Epoch [9][3050/7330] lr: 1.000e-04, eta: 1 day, 3:54:15, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1882, s0.acc: 93.8101, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2426, s1.loss_cls: 0.0901, s1.acc: 93.8616, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1202, s2.loss_cls: 0.0434, s2.acc: 93.8787, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0562, loss: 1.2089 2022-06-15 07:30:00,058 - mmdet - INFO - Epoch [9][3100/7330] lr: 1.000e-04, eta: 1 day, 3:53:46, time: 0.471, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1988, s0.acc: 93.2905, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2466, s1.loss_cls: 0.0950, s1.acc: 93.4201, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1228, s2.loss_cls: 0.0461, s2.acc: 93.4708, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0581, loss: 1.2479 2022-06-15 07:30:23,446 - mmdet - INFO - Epoch [9][3150/7330] lr: 1.000e-04, eta: 1 day, 3:53:17, time: 0.468, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1932, s0.acc: 93.4370, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2490, s1.loss_cls: 0.0930, s1.acc: 93.5573, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1236, s2.loss_cls: 0.0450, s2.acc: 93.5323, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0581, loss: 1.2278 2022-06-15 07:30:47,019 - mmdet - INFO - Epoch [9][3200/7330] lr: 1.000e-04, eta: 1 day, 3:52:48, time: 0.471, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1973, s0.acc: 93.3730, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2501, s1.loss_cls: 0.0947, s1.acc: 93.4412, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1230, s2.loss_cls: 0.0456, s2.acc: 93.5082, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0577, loss: 1.2424 2022-06-15 07:31:10,580 - mmdet - INFO - Epoch [9][3250/7330] lr: 1.000e-04, eta: 1 day, 3:52:19, time: 0.471, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1935, s0.acc: 93.5320, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2423, s1.loss_cls: 0.0908, s1.acc: 93.8036, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1208, s2.loss_cls: 0.0441, s2.acc: 93.7767, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0565, loss: 1.2154 2022-06-15 07:31:33,855 - mmdet - INFO - Epoch [9][3300/7330] lr: 1.000e-04, eta: 1 day, 3:51:49, time: 0.466, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1854, s0.acc: 93.7710, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2433, s1.loss_cls: 0.0877, s1.acc: 93.9361, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1204, s2.loss_cls: 0.0425, s2.acc: 94.0557, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0566, loss: 1.2021 2022-06-15 07:31:56,761 - mmdet - INFO - Epoch [9][3350/7330] lr: 1.000e-04, eta: 1 day, 3:51:18, time: 0.458, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1894, s0.acc: 93.6794, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2457, s1.loss_cls: 0.0906, s1.acc: 93.7797, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1214, s2.loss_cls: 0.0444, s2.acc: 93.8153, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0572, loss: 1.2082 2022-06-15 07:32:19,473 - mmdet - INFO - Epoch [9][3400/7330] lr: 1.000e-04, eta: 1 day, 3:50:46, time: 0.454, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1835, s0.acc: 93.8276, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2466, s1.loss_cls: 0.0869, s1.acc: 94.0362, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1197, s2.loss_cls: 0.0424, s2.acc: 94.0156, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0557, loss: 1.1997 2022-06-15 07:32:42,174 - mmdet - INFO - Epoch [9][3450/7330] lr: 1.000e-04, eta: 1 day, 3:50:14, time: 0.454, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1914, s0.acc: 93.6863, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2435, s1.loss_cls: 0.0913, s1.acc: 93.7038, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1195, s2.loss_cls: 0.0443, s2.acc: 93.7954, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0566, loss: 1.2221 2022-06-15 07:33:04,829 - mmdet - INFO - Epoch [9][3500/7330] lr: 1.000e-04, eta: 1 day, 3:49:42, time: 0.453, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1863, s0.acc: 93.7007, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2444, s1.loss_cls: 0.0910, s1.acc: 93.7197, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1217, s2.loss_cls: 0.0449, s2.acc: 93.5924, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0574, loss: 1.2125 2022-06-15 07:33:27,682 - mmdet - INFO - Epoch [9][3550/7330] lr: 1.000e-04, eta: 1 day, 3:49:11, time: 0.457, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1982, s0.acc: 93.3926, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2462, s1.loss_cls: 0.0952, s1.acc: 93.5447, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1218, s2.loss_cls: 0.0461, s2.acc: 93.5586, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0567, loss: 1.2393 2022-06-15 07:33:49,961 - mmdet - INFO - Epoch [9][3600/7330] lr: 1.000e-04, eta: 1 day, 3:48:38, time: 0.446, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1889, s0.acc: 93.7698, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2398, s1.loss_cls: 0.0900, s1.acc: 93.9033, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1186, s2.loss_cls: 0.0439, s2.acc: 93.7827, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0554, loss: 1.1899 2022-06-15 07:34:11,970 - mmdet - INFO - Epoch [9][3650/7330] lr: 1.000e-04, eta: 1 day, 3:48:04, time: 0.440, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1848, s0.acc: 93.8254, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2422, s1.loss_cls: 0.0885, s1.acc: 93.9897, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1191, s2.loss_cls: 0.0429, s2.acc: 93.9915, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0558, loss: 1.1885 2022-06-15 07:34:34,418 - mmdet - INFO - Epoch [9][3700/7330] lr: 1.000e-04, eta: 1 day, 3:47:31, time: 0.449, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1898, s0.acc: 93.5696, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2419, s1.loss_cls: 0.0909, s1.acc: 93.6368, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1191, s2.loss_cls: 0.0437, s2.acc: 93.7812, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0558, loss: 1.2001 2022-06-15 07:34:57,179 - mmdet - INFO - Epoch [9][3750/7330] lr: 1.000e-04, eta: 1 day, 3:47:00, time: 0.455, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1922, s0.acc: 93.5696, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2429, s1.loss_cls: 0.0929, s1.acc: 93.6239, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1204, s2.loss_cls: 0.0452, s2.acc: 93.5281, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0567, loss: 1.2203 2022-06-15 07:35:19,988 - mmdet - INFO - Epoch [9][3800/7330] lr: 1.000e-04, eta: 1 day, 3:46:29, time: 0.456, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1963, s0.acc: 93.4888, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2556, s1.loss_cls: 0.0931, s1.acc: 93.7052, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1244, s2.loss_cls: 0.0455, s2.acc: 93.6640, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0579, loss: 1.2492 2022-06-15 07:35:42,668 - mmdet - INFO - Epoch [9][3850/7330] lr: 1.000e-04, eta: 1 day, 3:45:57, time: 0.454, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1932, s0.acc: 93.6479, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2431, s1.loss_cls: 0.0905, s1.acc: 93.8717, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1207, s2.loss_cls: 0.0434, s2.acc: 94.0611, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0569, loss: 1.2121 2022-06-15 07:36:05,317 - mmdet - INFO - Epoch [9][3900/7330] lr: 1.000e-04, eta: 1 day, 3:45:25, time: 0.453, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1933, s0.acc: 93.5320, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2404, s1.loss_cls: 0.0919, s1.acc: 93.6833, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1196, s2.loss_cls: 0.0445, s2.acc: 93.6618, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0566, loss: 1.2166 2022-06-15 07:36:27,693 - mmdet - INFO - Epoch [9][3950/7330] lr: 1.000e-04, eta: 1 day, 3:44:52, time: 0.448, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1894, s0.acc: 93.6079, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2425, s1.loss_cls: 0.0907, s1.acc: 93.7134, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1189, s2.loss_cls: 0.0437, s2.acc: 93.8119, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0554, loss: 1.2123 2022-06-15 07:36:50,192 - mmdet - INFO - Epoch [9][4000/7330] lr: 1.000e-04, eta: 1 day, 3:44:20, time: 0.450, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1770, s0.acc: 94.0107, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2373, s1.loss_cls: 0.0852, s1.acc: 94.1348, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1177, s2.loss_cls: 0.0414, s2.acc: 94.2030, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0547, loss: 1.1555 2022-06-15 07:37:12,981 - mmdet - INFO - Epoch [9][4050/7330] lr: 1.000e-04, eta: 1 day, 3:43:49, time: 0.455, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1843, s0.acc: 93.9478, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2387, s1.loss_cls: 0.0886, s1.acc: 93.9933, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1192, s2.loss_cls: 0.0433, s2.acc: 93.9218, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0567, loss: 1.1834 2022-06-15 07:37:35,907 - mmdet - INFO - Epoch [9][4100/7330] lr: 1.000e-04, eta: 1 day, 3:43:18, time: 0.460, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1951, s0.acc: 93.4170, s0.loss_bbox: 0.2602, s0.loss_mask: 0.2514, s1.loss_cls: 0.0934, s1.acc: 93.5711, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1239, s2.loss_cls: 0.0453, s2.acc: 93.6419, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0584, loss: 1.2545 2022-06-15 07:37:58,088 - mmdet - INFO - Epoch [9][4150/7330] lr: 1.000e-04, eta: 1 day, 3:42:45, time: 0.444, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1980, s0.acc: 93.4121, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2461, s1.loss_cls: 0.0941, s1.acc: 93.6062, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1213, s2.loss_cls: 0.0453, s2.acc: 93.5587, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0569, loss: 1.2322 2022-06-15 07:38:20,935 - mmdet - INFO - Epoch [9][4200/7330] lr: 1.000e-04, eta: 1 day, 3:42:14, time: 0.457, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1906, s0.acc: 93.6956, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2430, s1.loss_cls: 0.0895, s1.acc: 93.8300, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1206, s2.loss_cls: 0.0434, s2.acc: 93.8685, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0568, loss: 1.2110 2022-06-15 07:38:43,651 - mmdet - INFO - Epoch [9][4250/7330] lr: 1.000e-04, eta: 1 day, 3:41:42, time: 0.454, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1939, s0.acc: 93.6155, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2477, s1.loss_cls: 0.0912, s1.acc: 93.7338, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1221, s2.loss_cls: 0.0438, s2.acc: 93.7991, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0571, loss: 1.2244 2022-06-15 07:39:06,421 - mmdet - INFO - Epoch [9][4300/7330] lr: 1.000e-04, eta: 1 day, 3:41:11, time: 0.455, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1887, s0.acc: 93.7351, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2414, s1.loss_cls: 0.0890, s1.acc: 93.9006, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1205, s2.loss_cls: 0.0428, s2.acc: 93.8853, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0567, loss: 1.2023 2022-06-15 07:39:29,294 - mmdet - INFO - Epoch [9][4350/7330] lr: 1.000e-04, eta: 1 day, 3:40:40, time: 0.457, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1852, s0.acc: 93.8318, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2452, s1.loss_cls: 0.0876, s1.acc: 93.9590, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1222, s2.loss_cls: 0.0427, s2.acc: 93.8727, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0573, loss: 1.2030 2022-06-15 07:39:52,165 - mmdet - INFO - Epoch [9][4400/7330] lr: 1.000e-04, eta: 1 day, 3:40:09, time: 0.457, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1912, s0.acc: 93.6941, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2526, s1.loss_cls: 0.0916, s1.acc: 93.7910, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1239, s2.loss_cls: 0.0445, s2.acc: 93.6731, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0582, loss: 1.2300 2022-06-15 07:40:14,786 - mmdet - INFO - Epoch [9][4450/7330] lr: 1.000e-04, eta: 1 day, 3:39:37, time: 0.452, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1883, s0.acc: 93.7485, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2440, s1.loss_cls: 0.0901, s1.acc: 93.9257, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1209, s2.loss_cls: 0.0436, s2.acc: 93.9947, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0568, loss: 1.2033 2022-06-15 07:40:37,334 - mmdet - INFO - Epoch [9][4500/7330] lr: 1.000e-04, eta: 1 day, 3:39:05, time: 0.451, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1937, s0.acc: 93.4800, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2473, s1.loss_cls: 0.0920, s1.acc: 93.6239, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1214, s2.loss_cls: 0.0447, s2.acc: 93.6688, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0570, loss: 1.2423 2022-06-15 07:40:59,807 - mmdet - INFO - Epoch [9][4550/7330] lr: 1.000e-04, eta: 1 day, 3:38:33, time: 0.449, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1941, s0.acc: 93.5696, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2409, s1.loss_cls: 0.0919, s1.acc: 93.7106, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1192, s2.loss_cls: 0.0445, s2.acc: 93.7246, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0561, loss: 1.2149 2022-06-15 07:41:22,577 - mmdet - INFO - Epoch [9][4600/7330] lr: 1.000e-04, eta: 1 day, 3:38:02, time: 0.455, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1856, s0.acc: 93.6567, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2408, s1.loss_cls: 0.0897, s1.acc: 93.7331, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1197, s2.loss_cls: 0.0441, s2.acc: 93.6769, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0563, loss: 1.2015 2022-06-15 07:41:45,807 - mmdet - INFO - Epoch [9][4650/7330] lr: 1.000e-04, eta: 1 day, 3:37:32, time: 0.465, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1863, s0.acc: 93.8623, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2427, s1.loss_cls: 0.0893, s1.acc: 93.9222, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1189, s2.loss_cls: 0.0435, s2.acc: 93.8739, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0559, loss: 1.1830 2022-06-15 07:42:09,531 - mmdet - INFO - Epoch [9][4700/7330] lr: 1.000e-04, eta: 1 day, 3:37:04, time: 0.474, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1907, s0.acc: 93.6926, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2381, s1.loss_cls: 0.0903, s1.acc: 93.8759, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1189, s2.loss_cls: 0.0439, s2.acc: 93.9047, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0556, loss: 1.2138 2022-06-15 07:42:32,690 - mmdet - INFO - Epoch [9][4750/7330] lr: 1.000e-04, eta: 1 day, 3:36:34, time: 0.464, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1922, s0.acc: 93.4954, s0.loss_bbox: 0.2614, s0.loss_mask: 0.2462, s1.loss_cls: 0.0917, s1.acc: 93.6243, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1231, s2.loss_cls: 0.0451, s2.acc: 93.5566, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0578, loss: 1.2461 2022-06-15 07:42:55,734 - mmdet - INFO - Epoch [9][4800/7330] lr: 1.000e-04, eta: 1 day, 3:36:04, time: 0.461, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1893, s0.acc: 93.7451, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2416, s1.loss_cls: 0.0897, s1.acc: 93.8444, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1186, s2.loss_cls: 0.0432, s2.acc: 93.9987, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0559, loss: 1.2017 2022-06-15 07:43:18,635 - mmdet - INFO - Epoch [9][4850/7330] lr: 1.000e-04, eta: 1 day, 3:35:33, time: 0.455, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1935, s0.acc: 93.5854, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2437, s1.loss_cls: 0.0921, s1.acc: 93.6681, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1194, s2.loss_cls: 0.0446, s2.acc: 93.6271, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0560, loss: 1.2126 2022-06-15 07:43:41,437 - mmdet - INFO - Epoch [9][4900/7330] lr: 1.000e-04, eta: 1 day, 3:35:02, time: 0.459, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1893, s0.acc: 93.7393, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2447, s1.loss_cls: 0.0904, s1.acc: 93.8465, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1216, s2.loss_cls: 0.0437, s2.acc: 93.8316, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0571, loss: 1.2121 2022-06-15 07:44:04,096 - mmdet - INFO - Epoch [9][4950/7330] lr: 1.000e-04, eta: 1 day, 3:34:31, time: 0.453, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1963, s0.acc: 93.6477, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2438, s1.loss_cls: 0.0930, s1.acc: 93.8012, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1188, s2.loss_cls: 0.0444, s2.acc: 93.8770, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0557, loss: 1.2165 2022-06-15 07:44:27,047 - mmdet - INFO - Epoch [9][5000/7330] lr: 1.000e-04, eta: 1 day, 3:34:00, time: 0.459, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1932, s0.acc: 93.6223, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2468, s1.loss_cls: 0.0928, s1.acc: 93.6603, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1209, s2.loss_cls: 0.0452, s2.acc: 93.5445, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0566, loss: 1.2185 2022-06-15 07:44:50,022 - mmdet - INFO - Epoch [9][5050/7330] lr: 1.000e-04, eta: 1 day, 3:33:30, time: 0.459, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1996, s0.acc: 93.3286, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2466, s1.loss_cls: 0.0940, s1.acc: 93.5648, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1212, s2.loss_cls: 0.0448, s2.acc: 93.7323, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0567, loss: 1.2402 2022-06-15 07:45:13,028 - mmdet - INFO - Epoch [9][5100/7330] lr: 1.000e-04, eta: 1 day, 3:32:59, time: 0.460, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1922, s0.acc: 93.5530, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2428, s1.loss_cls: 0.0903, s1.acc: 93.7061, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1195, s2.loss_cls: 0.0441, s2.acc: 93.7491, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0556, loss: 1.2224 2022-06-15 07:45:36,377 - mmdet - INFO - Epoch [9][5150/7330] lr: 1.000e-04, eta: 1 day, 3:32:30, time: 0.464, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1971, s0.acc: 93.3376, s0.loss_bbox: 0.2614, s0.loss_mask: 0.2446, s1.loss_cls: 0.0936, s1.acc: 93.5057, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1211, s2.loss_cls: 0.0449, s2.acc: 93.5906, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0564, loss: 1.2433 2022-06-15 07:45:59,169 - mmdet - INFO - Epoch [9][5200/7330] lr: 1.000e-04, eta: 1 day, 3:31:59, time: 0.458, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1862, s0.acc: 93.7585, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2498, s1.loss_cls: 0.0882, s1.acc: 93.8893, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1234, s2.loss_cls: 0.0428, s2.acc: 93.7953, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0577, loss: 1.2192 2022-06-15 07:46:22,040 - mmdet - INFO - Epoch [9][5250/7330] lr: 1.000e-04, eta: 1 day, 3:31:28, time: 0.457, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1956, s0.acc: 93.4841, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2490, s1.loss_cls: 0.0926, s1.acc: 93.6192, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1214, s2.loss_cls: 0.0450, s2.acc: 93.7244, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0571, loss: 1.2380 2022-06-15 07:46:44,660 - mmdet - INFO - Epoch [9][5300/7330] lr: 1.000e-04, eta: 1 day, 3:30:57, time: 0.452, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1910, s0.acc: 93.5383, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2439, s1.loss_cls: 0.0907, s1.acc: 93.6308, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1206, s2.loss_cls: 0.0437, s2.acc: 93.6680, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0567, loss: 1.2220 2022-06-15 07:47:07,019 - mmdet - INFO - Epoch [9][5350/7330] lr: 1.000e-04, eta: 1 day, 3:30:24, time: 0.447, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1896, s0.acc: 93.7192, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2449, s1.loss_cls: 0.0894, s1.acc: 93.9666, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1215, s2.loss_cls: 0.0426, s2.acc: 94.0846, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0569, loss: 1.2014 2022-06-15 07:47:29,448 - mmdet - INFO - Epoch [9][5400/7330] lr: 1.000e-04, eta: 1 day, 3:29:52, time: 0.449, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1919, s0.acc: 93.7383, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2383, s1.loss_cls: 0.0905, s1.acc: 93.9410, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1178, s2.loss_cls: 0.0440, s2.acc: 93.8914, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0554, loss: 1.1956 2022-06-15 07:47:51,995 - mmdet - INFO - Epoch [9][5450/7330] lr: 1.000e-04, eta: 1 day, 3:29:21, time: 0.451, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1931, s0.acc: 93.6707, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2456, s1.loss_cls: 0.0930, s1.acc: 93.8167, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1210, s2.loss_cls: 0.0453, s2.acc: 93.7947, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0568, loss: 1.2241 2022-06-15 07:48:14,911 - mmdet - INFO - Epoch [9][5500/7330] lr: 1.000e-04, eta: 1 day, 3:28:50, time: 0.459, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1951, s0.acc: 93.5444, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2521, s1.loss_cls: 0.0916, s1.acc: 93.7508, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1235, s2.loss_cls: 0.0439, s2.acc: 93.8259, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0577, loss: 1.2367 2022-06-15 07:48:36,912 - mmdet - INFO - Epoch [9][5550/7330] lr: 1.000e-04, eta: 1 day, 3:28:17, time: 0.440, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1858, s0.acc: 93.9954, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2413, s1.loss_cls: 0.0868, s1.acc: 94.2113, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1198, s2.loss_cls: 0.0416, s2.acc: 94.1837, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0561, loss: 1.1793 2022-06-15 07:48:58,818 - mmdet - INFO - Epoch [9][5600/7330] lr: 1.000e-04, eta: 1 day, 3:27:43, time: 0.438, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1948, s0.acc: 93.4902, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2456, s1.loss_cls: 0.0926, s1.acc: 93.7046, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1221, s2.loss_cls: 0.0447, s2.acc: 93.6581, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0570, loss: 1.2262 2022-06-15 07:49:20,776 - mmdet - INFO - Epoch [9][5650/7330] lr: 1.000e-04, eta: 1 day, 3:27:10, time: 0.439, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1918, s0.acc: 93.4900, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2501, s1.loss_cls: 0.0915, s1.acc: 93.6616, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1222, s2.loss_cls: 0.0441, s2.acc: 93.7294, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0570, loss: 1.2330 2022-06-15 07:49:42,877 - mmdet - INFO - Epoch [9][5700/7330] lr: 1.000e-04, eta: 1 day, 3:26:37, time: 0.442, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1881, s0.acc: 93.5740, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2475, s1.loss_cls: 0.0902, s1.acc: 93.7538, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1223, s2.loss_cls: 0.0441, s2.acc: 93.7346, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0574, loss: 1.2264 2022-06-15 07:50:05,425 - mmdet - INFO - Epoch [9][5750/7330] lr: 1.000e-04, eta: 1 day, 3:26:05, time: 0.451, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1822, s0.acc: 93.9177, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2405, s1.loss_cls: 0.0861, s1.acc: 94.0671, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1202, s2.loss_cls: 0.0414, s2.acc: 94.1635, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0566, loss: 1.1862 2022-06-15 07:50:27,925 - mmdet - INFO - Epoch [9][5800/7330] lr: 1.000e-04, eta: 1 day, 3:25:33, time: 0.450, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1990, s0.acc: 93.3635, s0.loss_bbox: 0.2656, s0.loss_mask: 0.2463, s1.loss_cls: 0.0958, s1.acc: 93.4818, s1.loss_bbox: 0.1202, s1.loss_mask: 0.1227, s2.loss_cls: 0.0464, s2.acc: 93.4792, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0574, loss: 1.2637 2022-06-15 07:50:50,253 - mmdet - INFO - Epoch [9][5850/7330] lr: 1.000e-04, eta: 1 day, 3:25:01, time: 0.447, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1818, s0.acc: 93.8501, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2422, s1.loss_cls: 0.0869, s1.acc: 93.9633, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1196, s2.loss_cls: 0.0421, s2.acc: 93.9770, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0562, loss: 1.1893 2022-06-15 07:51:12,715 - mmdet - INFO - Epoch [9][5900/7330] lr: 1.000e-04, eta: 1 day, 3:24:29, time: 0.449, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1971, s0.acc: 93.4895, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2472, s1.loss_cls: 0.0960, s1.acc: 93.4913, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1219, s2.loss_cls: 0.0463, s2.acc: 93.4451, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0570, loss: 1.2402 2022-06-15 07:51:35,132 - mmdet - INFO - Epoch [9][5950/7330] lr: 1.000e-04, eta: 1 day, 3:23:57, time: 0.448, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1880, s0.acc: 93.6924, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2418, s1.loss_cls: 0.0907, s1.acc: 93.7561, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1207, s2.loss_cls: 0.0440, s2.acc: 93.7813, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0564, loss: 1.1947 2022-06-15 07:51:58,212 - mmdet - INFO - Epoch [9][6000/7330] lr: 1.000e-04, eta: 1 day, 3:23:27, time: 0.462, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.2002, s0.acc: 93.3518, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2445, s1.loss_cls: 0.0954, s1.acc: 93.4826, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1204, s2.loss_cls: 0.0462, s2.acc: 93.6003, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0565, loss: 1.2386 2022-06-15 07:52:21,698 - mmdet - INFO - Epoch [9][6050/7330] lr: 1.000e-04, eta: 1 day, 3:22:59, time: 0.470, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1948, s0.acc: 93.4885, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2515, s1.loss_cls: 0.0920, s1.acc: 93.6096, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1221, s2.loss_cls: 0.0450, s2.acc: 93.5971, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0568, loss: 1.2420 2022-06-15 07:52:44,761 - mmdet - INFO - Epoch [9][6100/7330] lr: 1.000e-04, eta: 1 day, 3:22:29, time: 0.461, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1878, s0.acc: 93.7434, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2475, s1.loss_cls: 0.0890, s1.acc: 93.9060, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1222, s2.loss_cls: 0.0429, s2.acc: 93.9286, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0574, loss: 1.2118 2022-06-15 07:53:07,822 - mmdet - INFO - Epoch [9][6150/7330] lr: 1.000e-04, eta: 1 day, 3:21:59, time: 0.459, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1869, s0.acc: 93.7173, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2391, s1.loss_cls: 0.0898, s1.acc: 93.8042, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1192, s2.loss_cls: 0.0432, s2.acc: 93.7601, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0557, loss: 1.2017 2022-06-15 07:53:30,785 - mmdet - INFO - Epoch [9][6200/7330] lr: 1.000e-04, eta: 1 day, 3:21:29, time: 0.462, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1860, s0.acc: 93.8081, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2448, s1.loss_cls: 0.0888, s1.acc: 93.9130, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1212, s2.loss_cls: 0.0431, s2.acc: 93.9100, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0571, loss: 1.2088 2022-06-15 07:53:54,231 - mmdet - INFO - Epoch [9][6250/7330] lr: 1.000e-04, eta: 1 day, 3:21:00, time: 0.469, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1927, s0.acc: 93.4355, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2497, s1.loss_cls: 0.0930, s1.acc: 93.4584, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1236, s2.loss_cls: 0.0452, s2.acc: 93.4454, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0575, loss: 1.2469 2022-06-15 07:54:17,393 - mmdet - INFO - Epoch [9][6300/7330] lr: 1.000e-04, eta: 1 day, 3:20:30, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1976, s0.acc: 93.4224, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2456, s1.loss_cls: 0.0947, s1.acc: 93.5292, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1211, s2.loss_cls: 0.0456, s2.acc: 93.5796, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0565, loss: 1.2350 2022-06-15 07:54:41,037 - mmdet - INFO - Epoch [9][6350/7330] lr: 1.000e-04, eta: 1 day, 3:20:02, time: 0.473, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1939, s0.acc: 93.4036, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2470, s1.loss_cls: 0.0921, s1.acc: 93.5229, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1217, s2.loss_cls: 0.0443, s2.acc: 93.6727, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0571, loss: 1.2358 2022-06-15 07:55:04,074 - mmdet - INFO - Epoch [9][6400/7330] lr: 1.000e-04, eta: 1 day, 3:19:32, time: 0.461, data_time: 0.013, memory: 16077, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1941, s0.acc: 93.5913, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2450, s1.loss_cls: 0.0929, s1.acc: 93.6943, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1197, s2.loss_cls: 0.0448, s2.acc: 93.7508, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0560, loss: 1.2221 2022-06-15 07:55:27,738 - mmdet - INFO - Epoch [9][6450/7330] lr: 1.000e-04, eta: 1 day, 3:19:04, time: 0.473, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1970, s0.acc: 93.4297, s0.loss_bbox: 0.2581, s0.loss_mask: 0.2488, s1.loss_cls: 0.0946, s1.acc: 93.5530, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1229, s2.loss_cls: 0.0455, s2.acc: 93.6788, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0575, loss: 1.2441 2022-06-15 07:55:51,137 - mmdet - INFO - Epoch [9][6500/7330] lr: 1.000e-04, eta: 1 day, 3:18:36, time: 0.468, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1933, s0.acc: 93.6228, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2440, s1.loss_cls: 0.0918, s1.acc: 93.7501, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1208, s2.loss_cls: 0.0445, s2.acc: 93.7531, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0567, loss: 1.2225 2022-06-15 07:56:14,236 - mmdet - INFO - Epoch [9][6550/7330] lr: 1.000e-04, eta: 1 day, 3:18:06, time: 0.462, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1872, s0.acc: 93.7954, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2435, s1.loss_cls: 0.0900, s1.acc: 93.9398, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1213, s2.loss_cls: 0.0439, s2.acc: 93.8186, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0575, loss: 1.1917 2022-06-15 07:56:38,040 - mmdet - INFO - Epoch [9][6600/7330] lr: 1.000e-04, eta: 1 day, 3:17:38, time: 0.476, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1875, s0.acc: 93.8418, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2366, s1.loss_cls: 0.0900, s1.acc: 93.9216, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1172, s2.loss_cls: 0.0439, s2.acc: 93.9020, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0555, loss: 1.1845 2022-06-15 07:57:01,222 - mmdet - INFO - Epoch [9][6650/7330] lr: 1.000e-04, eta: 1 day, 3:17:09, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1826, s0.acc: 93.9812, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2398, s1.loss_cls: 0.0867, s1.acc: 94.1246, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1197, s2.loss_cls: 0.0423, s2.acc: 94.1921, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0563, loss: 1.1764 2022-06-15 07:57:24,388 - mmdet - INFO - Epoch [9][6700/7330] lr: 1.000e-04, eta: 1 day, 3:16:39, time: 0.464, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1896, s0.acc: 93.6416, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2436, s1.loss_cls: 0.0899, s1.acc: 93.8286, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1203, s2.loss_cls: 0.0435, s2.acc: 93.8469, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0562, loss: 1.2203 2022-06-15 07:57:47,135 - mmdet - INFO - Epoch [9][6750/7330] lr: 1.000e-04, eta: 1 day, 3:16:09, time: 0.455, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.2001, s0.acc: 93.4001, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2401, s1.loss_cls: 0.0972, s1.acc: 93.4634, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1193, s2.loss_cls: 0.0475, s2.acc: 93.4672, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0558, loss: 1.2186 2022-06-15 07:58:10,115 - mmdet - INFO - Epoch [9][6800/7330] lr: 1.000e-04, eta: 1 day, 3:15:39, time: 0.460, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1955, s0.acc: 93.3333, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2484, s1.loss_cls: 0.0941, s1.acc: 93.4755, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1222, s2.loss_cls: 0.0455, s2.acc: 93.5147, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0566, loss: 1.2436 2022-06-15 07:58:32,536 - mmdet - INFO - Epoch [9][6850/7330] lr: 1.000e-04, eta: 1 day, 3:15:07, time: 0.448, data_time: 0.013, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1892, s0.acc: 93.6934, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2402, s1.loss_cls: 0.0897, s1.acc: 93.9205, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1186, s2.loss_cls: 0.0436, s2.acc: 93.8303, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0553, loss: 1.1872 2022-06-15 07:58:55,220 - mmdet - INFO - Epoch [9][6900/7330] lr: 1.000e-04, eta: 1 day, 3:14:36, time: 0.454, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1867, s0.acc: 93.6331, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2495, s1.loss_cls: 0.0881, s1.acc: 93.7800, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1225, s2.loss_cls: 0.0428, s2.acc: 93.6964, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0578, loss: 1.2127 2022-06-15 07:59:18,253 - mmdet - INFO - Epoch [9][6950/7330] lr: 1.000e-04, eta: 1 day, 3:14:06, time: 0.461, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.2061, s0.acc: 93.2920, s0.loss_bbox: 0.2608, s0.loss_mask: 0.2483, s1.loss_cls: 0.0964, s1.acc: 93.5304, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1223, s2.loss_cls: 0.0460, s2.acc: 93.5873, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0570, loss: 1.2580 2022-06-15 07:59:41,227 - mmdet - INFO - Epoch [9][7000/7330] lr: 1.000e-04, eta: 1 day, 3:13:36, time: 0.459, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1965, s0.acc: 93.4512, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2456, s1.loss_cls: 0.0941, s1.acc: 93.5375, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1217, s2.loss_cls: 0.0459, s2.acc: 93.5929, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0572, loss: 1.2410 2022-06-15 08:00:04,268 - mmdet - INFO - Epoch [9][7050/7330] lr: 1.000e-04, eta: 1 day, 3:13:06, time: 0.461, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1926, s0.acc: 93.6226, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2448, s1.loss_cls: 0.0922, s1.acc: 93.7400, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1232, s2.loss_cls: 0.0444, s2.acc: 93.7610, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0573, loss: 1.2232 2022-06-15 08:00:28,111 - mmdet - INFO - Epoch [9][7100/7330] lr: 1.000e-04, eta: 1 day, 3:12:39, time: 0.475, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1984, s0.acc: 93.4939, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2488, s1.loss_cls: 0.0953, s1.acc: 93.5980, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1220, s2.loss_cls: 0.0456, s2.acc: 93.7415, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0573, loss: 1.2416 2022-06-15 08:00:51,028 - mmdet - INFO - Epoch [9][7150/7330] lr: 1.000e-04, eta: 1 day, 3:12:09, time: 0.460, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1928, s0.acc: 93.5325, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2478, s1.loss_cls: 0.0923, s1.acc: 93.6191, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1229, s2.loss_cls: 0.0445, s2.acc: 93.7022, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0572, loss: 1.2217 2022-06-15 08:01:13,528 - mmdet - INFO - Epoch [9][7200/7330] lr: 1.000e-04, eta: 1 day, 3:11:37, time: 0.450, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1962, s0.acc: 93.5935, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2504, s1.loss_cls: 0.0936, s1.acc: 93.7477, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1239, s2.loss_cls: 0.0452, s2.acc: 93.6949, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0584, loss: 1.2349 2022-06-15 08:01:36,101 - mmdet - INFO - Epoch [9][7250/7330] lr: 1.000e-04, eta: 1 day, 3:11:06, time: 0.451, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.2006, s0.acc: 93.3618, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2471, s1.loss_cls: 0.0948, s1.acc: 93.5820, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1222, s2.loss_cls: 0.0463, s2.acc: 93.6095, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0572, loss: 1.2460 2022-06-15 08:01:58,546 - mmdet - INFO - Epoch [9][7300/7330] lr: 1.000e-04, eta: 1 day, 3:10:35, time: 0.449, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1806, s0.acc: 94.0242, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2344, s1.loss_cls: 0.0858, s1.acc: 94.1237, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1170, s2.loss_cls: 0.0414, s2.acc: 94.1879, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.1504 2022-06-15 08:02:31,194 - mmdet - INFO - Saving checkpoint at 9 epochs 2022-06-15 08:05:46,198 - mmdet - INFO - Evaluating bbox... 2022-06-15 08:06:14,785 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.433 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.618 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.467 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.274 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.464 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.577 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.737 2022-06-15 08:06:14,786 - mmdet - INFO - Evaluating segm... 2022-06-15 08:06:49,625 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.374 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.587 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.401 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.199 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.401 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.551 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.321 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.549 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.667 2022-06-15 08:06:50,145 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 08:06:50,145 - mmdet - INFO - Epoch(val) [9][625] bbox_mAP: 0.4330, bbox_mAP_50: 0.6180, bbox_mAP_75: 0.4670, bbox_mAP_s: 0.2740, bbox_mAP_m: 0.4640, bbox_mAP_l: 0.5770, bbox_mAP_copypaste: 0.433 0.618 0.467 0.274 0.464 0.577, segm_mAP: 0.3740, segm_mAP_50: 0.5870, segm_mAP_75: 0.4010, segm_mAP_s: 0.1990, segm_mAP_m: 0.4010, segm_mAP_l: 0.5510, segm_mAP_copypaste: 0.374 0.587 0.401 0.199 0.401 0.551 2022-06-15 08:10:57,819 - mmdet - INFO - Epoch [10][50/7330] lr: 1.000e-04, eta: 1 day, 3:20:19, time: 4.953, data_time: 4.509, memory: 16077, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1863, s0.acc: 93.7285, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2480, s1.loss_cls: 0.0896, s1.acc: 93.7521, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1217, s2.loss_cls: 0.0431, s2.acc: 93.8511, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0568, loss: 1.2122 2022-06-15 08:11:20,539 - mmdet - INFO - Epoch [10][100/7330] lr: 1.000e-04, eta: 1 day, 3:19:48, time: 0.454, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1943, s0.acc: 93.6304, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2422, s1.loss_cls: 0.0920, s1.acc: 93.8441, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1193, s2.loss_cls: 0.0444, s2.acc: 93.7909, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0564, loss: 1.2207 2022-06-15 08:11:43,073 - mmdet - INFO - Epoch [10][150/7330] lr: 1.000e-04, eta: 1 day, 3:19:16, time: 0.451, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1845, s0.acc: 93.7942, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2495, s1.loss_cls: 0.0883, s1.acc: 93.8300, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1239, s2.loss_cls: 0.0430, s2.acc: 93.8473, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0575, loss: 1.2111 2022-06-15 08:12:06,314 - mmdet - INFO - Epoch [10][200/7330] lr: 1.000e-04, eta: 1 day, 3:18:46, time: 0.465, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1954, s0.acc: 93.5825, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2438, s1.loss_cls: 0.0922, s1.acc: 93.7575, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1208, s2.loss_cls: 0.0446, s2.acc: 93.7516, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0570, loss: 1.2307 2022-06-15 08:12:29,608 - mmdet - INFO - Epoch [10][250/7330] lr: 1.000e-04, eta: 1 day, 3:18:16, time: 0.464, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2012, s0.acc: 93.4348, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2537, s1.loss_cls: 0.0940, s1.acc: 93.6899, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1246, s2.loss_cls: 0.0452, s2.acc: 93.7274, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0582, loss: 1.2627 2022-06-15 08:12:52,878 - mmdet - INFO - Epoch [10][300/7330] lr: 1.000e-04, eta: 1 day, 3:17:47, time: 0.468, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1914, s0.acc: 93.5493, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2480, s1.loss_cls: 0.0905, s1.acc: 93.7507, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1210, s2.loss_cls: 0.0440, s2.acc: 93.7108, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0569, loss: 1.2364 2022-06-15 08:13:15,861 - mmdet - INFO - Epoch [10][350/7330] lr: 1.000e-04, eta: 1 day, 3:17:16, time: 0.460, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1907, s0.acc: 93.4497, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2457, s1.loss_cls: 0.0915, s1.acc: 93.5611, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1217, s2.loss_cls: 0.0443, s2.acc: 93.7137, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0572, loss: 1.2278 2022-06-15 08:13:38,673 - mmdet - INFO - Epoch [10][400/7330] lr: 1.000e-04, eta: 1 day, 3:16:45, time: 0.456, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1721, s0.acc: 94.1208, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2389, s1.loss_cls: 0.0816, s1.acc: 94.3257, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1180, s2.loss_cls: 0.0402, s2.acc: 94.2878, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0556, loss: 1.1530 2022-06-15 08:14:01,520 - mmdet - INFO - Epoch [10][450/7330] lr: 1.000e-04, eta: 1 day, 3:16:14, time: 0.457, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1801, s0.acc: 93.9917, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2360, s1.loss_cls: 0.0848, s1.acc: 94.1300, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1167, s2.loss_cls: 0.0410, s2.acc: 94.1689, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0547, loss: 1.1621 2022-06-15 08:14:24,501 - mmdet - INFO - Epoch [10][500/7330] lr: 1.000e-04, eta: 1 day, 3:15:44, time: 0.460, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1896, s0.acc: 93.6648, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2417, s1.loss_cls: 0.0898, s1.acc: 93.8234, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1194, s2.loss_cls: 0.0431, s2.acc: 93.9284, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0558, loss: 1.2074 2022-06-15 08:14:47,163 - mmdet - INFO - Epoch [10][550/7330] lr: 1.000e-04, eta: 1 day, 3:15:13, time: 0.453, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1782, s0.acc: 93.8992, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2408, s1.loss_cls: 0.0859, s1.acc: 93.9450, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1194, s2.loss_cls: 0.0428, s2.acc: 93.7566, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0559, loss: 1.1808 2022-06-15 08:15:09,996 - mmdet - INFO - Epoch [10][600/7330] lr: 1.000e-04, eta: 1 day, 3:14:42, time: 0.457, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1849, s0.acc: 93.7410, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2430, s1.loss_cls: 0.0877, s1.acc: 93.9467, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1193, s2.loss_cls: 0.0427, s2.acc: 93.9518, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0561, loss: 1.1969 2022-06-15 08:15:33,312 - mmdet - INFO - Epoch [10][650/7330] lr: 1.000e-04, eta: 1 day, 3:14:12, time: 0.466, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1873, s0.acc: 93.6387, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2390, s1.loss_cls: 0.0889, s1.acc: 93.7914, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1175, s2.loss_cls: 0.0430, s2.acc: 93.8789, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0551, loss: 1.2028 2022-06-15 08:15:55,837 - mmdet - INFO - Epoch [10][700/7330] lr: 1.000e-04, eta: 1 day, 3:13:41, time: 0.450, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1831, s0.acc: 93.7507, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2389, s1.loss_cls: 0.0877, s1.acc: 93.9464, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1182, s2.loss_cls: 0.0427, s2.acc: 93.9289, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0555, loss: 1.1959 2022-06-15 08:16:18,838 - mmdet - INFO - Epoch [10][750/7330] lr: 1.000e-04, eta: 1 day, 3:13:10, time: 0.461, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1855, s0.acc: 93.7195, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2458, s1.loss_cls: 0.0883, s1.acc: 93.8501, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1216, s2.loss_cls: 0.0431, s2.acc: 93.7458, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0573, loss: 1.2169 2022-06-15 08:16:41,477 - mmdet - INFO - Epoch [10][800/7330] lr: 1.000e-04, eta: 1 day, 3:12:39, time: 0.453, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1830, s0.acc: 94.0195, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2400, s1.loss_cls: 0.0855, s1.acc: 94.2474, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1186, s2.loss_cls: 0.0412, s2.acc: 94.2944, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0555, loss: 1.1720 2022-06-15 08:17:04,667 - mmdet - INFO - Epoch [10][850/7330] lr: 1.000e-04, eta: 1 day, 3:12:09, time: 0.464, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1881, s0.acc: 93.6636, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2410, s1.loss_cls: 0.0889, s1.acc: 93.8496, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1196, s2.loss_cls: 0.0435, s2.acc: 93.7534, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0564, loss: 1.2135 2022-06-15 08:17:27,567 - mmdet - INFO - Epoch [10][900/7330] lr: 1.000e-04, eta: 1 day, 3:11:39, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1893, s0.acc: 93.6396, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2413, s1.loss_cls: 0.0893, s1.acc: 93.8167, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1204, s2.loss_cls: 0.0436, s2.acc: 93.8101, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0562, loss: 1.2137 2022-06-15 08:17:50,831 - mmdet - INFO - Epoch [10][950/7330] lr: 1.000e-04, eta: 1 day, 3:11:09, time: 0.465, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1935, s0.acc: 93.5034, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2470, s1.loss_cls: 0.0905, s1.acc: 93.7789, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1221, s2.loss_cls: 0.0438, s2.acc: 93.6810, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0572, loss: 1.2379 2022-06-15 08:18:14,272 - mmdet - INFO - Epoch [10][1000/7330] lr: 1.000e-04, eta: 1 day, 3:10:40, time: 0.469, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1867, s0.acc: 93.6909, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2472, s1.loss_cls: 0.0889, s1.acc: 93.7878, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1220, s2.loss_cls: 0.0432, s2.acc: 93.8622, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0575, loss: 1.2029 2022-06-15 08:18:37,837 - mmdet - INFO - Epoch [10][1050/7330] lr: 1.000e-04, eta: 1 day, 3:10:12, time: 0.471, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1851, s0.acc: 93.7080, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2366, s1.loss_cls: 0.0881, s1.acc: 93.9582, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1175, s2.loss_cls: 0.0430, s2.acc: 94.0403, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0547, loss: 1.1843 2022-06-15 08:19:01,123 - mmdet - INFO - Epoch [10][1100/7330] lr: 1.000e-04, eta: 1 day, 3:09:42, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1883, s0.acc: 93.6189, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2410, s1.loss_cls: 0.0899, s1.acc: 93.7342, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1189, s2.loss_cls: 0.0442, s2.acc: 93.6450, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0556, loss: 1.2112 2022-06-15 08:19:24,508 - mmdet - INFO - Epoch [10][1150/7330] lr: 1.000e-04, eta: 1 day, 3:09:13, time: 0.468, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1852, s0.acc: 93.6526, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2436, s1.loss_cls: 0.0872, s1.acc: 93.8601, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1200, s2.loss_cls: 0.0426, s2.acc: 93.8201, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0560, loss: 1.2041 2022-06-15 08:19:47,757 - mmdet - INFO - Epoch [10][1200/7330] lr: 1.000e-04, eta: 1 day, 3:08:43, time: 0.465, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1874, s0.acc: 93.5962, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2438, s1.loss_cls: 0.0887, s1.acc: 93.7680, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1203, s2.loss_cls: 0.0436, s2.acc: 93.7491, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0566, loss: 1.2062 2022-06-15 08:20:11,602 - mmdet - INFO - Epoch [10][1250/7330] lr: 1.000e-04, eta: 1 day, 3:08:16, time: 0.477, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1847, s0.acc: 93.8005, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2378, s1.loss_cls: 0.0879, s1.acc: 93.9549, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1169, s2.loss_cls: 0.0422, s2.acc: 93.9469, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0551, loss: 1.1890 2022-06-15 08:20:35,263 - mmdet - INFO - Epoch [10][1300/7330] lr: 1.000e-04, eta: 1 day, 3:07:47, time: 0.473, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1943, s0.acc: 93.5127, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2406, s1.loss_cls: 0.0911, s1.acc: 93.7519, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1211, s2.loss_cls: 0.0444, s2.acc: 93.7692, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0569, loss: 1.2289 2022-06-15 08:20:58,747 - mmdet - INFO - Epoch [10][1350/7330] lr: 1.000e-04, eta: 1 day, 3:07:19, time: 0.470, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1844, s0.acc: 93.6824, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2360, s1.loss_cls: 0.0865, s1.acc: 94.0107, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1183, s2.loss_cls: 0.0419, s2.acc: 93.9827, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0556, loss: 1.1908 2022-06-15 08:21:22,079 - mmdet - INFO - Epoch [10][1400/7330] lr: 1.000e-04, eta: 1 day, 3:06:49, time: 0.467, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1873, s0.acc: 93.7769, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2372, s1.loss_cls: 0.0882, s1.acc: 93.9969, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1188, s2.loss_cls: 0.0434, s2.acc: 93.8192, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0557, loss: 1.2026 2022-06-15 08:21:45,593 - mmdet - INFO - Epoch [10][1450/7330] lr: 1.000e-04, eta: 1 day, 3:06:20, time: 0.468, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1821, s0.acc: 93.9446, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2401, s1.loss_cls: 0.0864, s1.acc: 94.0956, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1194, s2.loss_cls: 0.0420, s2.acc: 94.0884, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0557, loss: 1.1782 2022-06-15 08:22:08,964 - mmdet - INFO - Epoch [10][1500/7330] lr: 1.000e-04, eta: 1 day, 3:05:52, time: 0.470, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1834, s0.acc: 93.9006, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2407, s1.loss_cls: 0.0869, s1.acc: 94.1373, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1188, s2.loss_cls: 0.0426, s2.acc: 94.0200, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0557, loss: 1.1867 2022-06-15 08:22:33,020 - mmdet - INFO - Epoch [10][1550/7330] lr: 1.000e-04, eta: 1 day, 3:05:25, time: 0.481, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1886, s0.acc: 93.6694, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2420, s1.loss_cls: 0.0903, s1.acc: 93.8230, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1214, s2.loss_cls: 0.0447, s2.acc: 93.6629, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0576, loss: 1.2241 2022-06-15 08:22:56,668 - mmdet - INFO - Epoch [10][1600/7330] lr: 1.000e-04, eta: 1 day, 3:04:56, time: 0.473, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1917, s0.acc: 93.5947, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2413, s1.loss_cls: 0.0897, s1.acc: 93.8202, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1204, s2.loss_cls: 0.0437, s2.acc: 93.8462, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0565, loss: 1.2190 2022-06-15 08:23:20,784 - mmdet - INFO - Epoch [10][1650/7330] lr: 1.000e-04, eta: 1 day, 3:04:29, time: 0.483, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1906, s0.acc: 93.6785, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2454, s1.loss_cls: 0.0907, s1.acc: 93.8375, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1216, s2.loss_cls: 0.0438, s2.acc: 93.8078, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0570, loss: 1.2109 2022-06-15 08:23:44,877 - mmdet - INFO - Epoch [10][1700/7330] lr: 1.000e-04, eta: 1 day, 3:04:02, time: 0.482, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1916, s0.acc: 93.6060, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2403, s1.loss_cls: 0.0918, s1.acc: 93.7041, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1191, s2.loss_cls: 0.0443, s2.acc: 93.7577, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0559, loss: 1.2118 2022-06-15 08:24:08,817 - mmdet - INFO - Epoch [10][1750/7330] lr: 1.000e-04, eta: 1 day, 3:03:35, time: 0.479, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1806, s0.acc: 93.8943, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2392, s1.loss_cls: 0.0865, s1.acc: 93.9813, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1194, s2.loss_cls: 0.0419, s2.acc: 93.9545, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0566, loss: 1.1688 2022-06-15 08:24:32,622 - mmdet - INFO - Epoch [10][1800/7330] lr: 1.000e-04, eta: 1 day, 3:03:07, time: 0.476, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1925, s0.acc: 93.5002, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2455, s1.loss_cls: 0.0916, s1.acc: 93.7553, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1209, s2.loss_cls: 0.0442, s2.acc: 93.7976, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0572, loss: 1.2277 2022-06-15 08:24:55,834 - mmdet - INFO - Epoch [10][1850/7330] lr: 1.000e-04, eta: 1 day, 3:02:38, time: 0.464, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1834, s0.acc: 93.9153, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2351, s1.loss_cls: 0.0865, s1.acc: 94.0634, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1156, s2.loss_cls: 0.0420, s2.acc: 94.0639, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0545, loss: 1.1759 2022-06-15 08:25:19,368 - mmdet - INFO - Epoch [10][1900/7330] lr: 1.000e-04, eta: 1 day, 3:02:09, time: 0.471, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1913, s0.acc: 93.5994, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2429, s1.loss_cls: 0.0900, s1.acc: 93.8245, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1203, s2.loss_cls: 0.0435, s2.acc: 93.8313, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0568, loss: 1.2215 2022-06-15 08:25:42,474 - mmdet - INFO - Epoch [10][1950/7330] lr: 1.000e-04, eta: 1 day, 3:01:39, time: 0.462, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1801, s0.acc: 93.9524, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2394, s1.loss_cls: 0.0868, s1.acc: 94.0420, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1192, s2.loss_cls: 0.0421, s2.acc: 94.0371, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0560, loss: 1.1743 2022-06-15 08:26:05,476 - mmdet - INFO - Epoch [10][2000/7330] lr: 1.000e-04, eta: 1 day, 3:01:09, time: 0.460, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1807, s0.acc: 94.0503, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2345, s1.loss_cls: 0.0850, s1.acc: 94.2224, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1167, s2.loss_cls: 0.0415, s2.acc: 94.2485, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0547, loss: 1.1563 2022-06-15 08:26:28,252 - mmdet - INFO - Epoch [10][2050/7330] lr: 1.000e-04, eta: 1 day, 3:00:39, time: 0.456, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1905, s0.acc: 93.6780, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2336, s1.loss_cls: 0.0911, s1.acc: 93.7837, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1157, s2.loss_cls: 0.0450, s2.acc: 93.7145, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0544, loss: 1.2007 2022-06-15 08:26:50,970 - mmdet - INFO - Epoch [10][2100/7330] lr: 1.000e-04, eta: 1 day, 3:00:08, time: 0.454, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1824, s0.acc: 93.8872, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2384, s1.loss_cls: 0.0882, s1.acc: 93.9163, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1191, s2.loss_cls: 0.0425, s2.acc: 93.9542, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0558, loss: 1.1710 2022-06-15 08:27:13,752 - mmdet - INFO - Epoch [10][2150/7330] lr: 1.000e-04, eta: 1 day, 2:59:37, time: 0.456, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1845, s0.acc: 93.6624, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2438, s1.loss_cls: 0.0890, s1.acc: 93.7487, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1210, s2.loss_cls: 0.0439, s2.acc: 93.6550, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0571, loss: 1.1955 2022-06-15 08:27:36,646 - mmdet - INFO - Epoch [10][2200/7330] lr: 1.000e-04, eta: 1 day, 2:59:07, time: 0.458, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1972, s0.acc: 93.4229, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2476, s1.loss_cls: 0.0948, s1.acc: 93.4790, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1218, s2.loss_cls: 0.0455, s2.acc: 93.5496, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0567, loss: 1.2407 2022-06-15 08:27:59,802 - mmdet - INFO - Epoch [10][2250/7330] lr: 1.000e-04, eta: 1 day, 2:58:37, time: 0.463, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1820, s0.acc: 93.9514, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2397, s1.loss_cls: 0.0851, s1.acc: 94.1656, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1202, s2.loss_cls: 0.0412, s2.acc: 94.1865, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0567, loss: 1.1746 2022-06-15 08:28:23,160 - mmdet - INFO - Epoch [10][2300/7330] lr: 1.000e-04, eta: 1 day, 2:58:08, time: 0.467, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2013, s0.acc: 93.2180, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2414, s1.loss_cls: 0.0955, s1.acc: 93.3619, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1188, s2.loss_cls: 0.0460, s2.acc: 93.5037, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0557, loss: 1.2387 2022-06-15 08:28:46,397 - mmdet - INFO - Epoch [10][2350/7330] lr: 1.000e-04, eta: 1 day, 2:57:39, time: 0.465, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1949, s0.acc: 93.5591, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2507, s1.loss_cls: 0.0931, s1.acc: 93.6693, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1229, s2.loss_cls: 0.0451, s2.acc: 93.6339, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0581, loss: 1.2385 2022-06-15 08:29:08,945 - mmdet - INFO - Epoch [10][2400/7330] lr: 1.000e-04, eta: 1 day, 2:57:07, time: 0.451, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1865, s0.acc: 93.7927, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2433, s1.loss_cls: 0.0879, s1.acc: 93.9535, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1199, s2.loss_cls: 0.0427, s2.acc: 93.9892, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0560, loss: 1.1924 2022-06-15 08:29:31,866 - mmdet - INFO - Epoch [10][2450/7330] lr: 1.000e-04, eta: 1 day, 2:56:37, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1825, s0.acc: 93.9644, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2427, s1.loss_cls: 0.0882, s1.acc: 94.0041, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1191, s2.loss_cls: 0.0430, s2.acc: 93.8551, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0560, loss: 1.1889 2022-06-15 08:29:54,716 - mmdet - INFO - Epoch [10][2500/7330] lr: 1.000e-04, eta: 1 day, 2:56:06, time: 0.454, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1874, s0.acc: 93.7324, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2375, s1.loss_cls: 0.0906, s1.acc: 93.7715, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1174, s2.loss_cls: 0.0442, s2.acc: 93.7082, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0551, loss: 1.1860 2022-06-15 08:30:17,751 - mmdet - INFO - Epoch [10][2550/7330] lr: 1.000e-04, eta: 1 day, 2:55:37, time: 0.464, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1881, s0.acc: 93.6548, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2440, s1.loss_cls: 0.0885, s1.acc: 93.7689, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1202, s2.loss_cls: 0.0424, s2.acc: 93.9020, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0560, loss: 1.2071 2022-06-15 08:30:40,644 - mmdet - INFO - Epoch [10][2600/7330] lr: 1.000e-04, eta: 1 day, 2:55:07, time: 0.458, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1964, s0.acc: 93.4001, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2478, s1.loss_cls: 0.0927, s1.acc: 93.5761, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1218, s2.loss_cls: 0.0445, s2.acc: 93.5219, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0570, loss: 1.2365 2022-06-15 08:31:03,452 - mmdet - INFO - Epoch [10][2650/7330] lr: 1.000e-04, eta: 1 day, 2:54:36, time: 0.456, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1899, s0.acc: 93.6389, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2468, s1.loss_cls: 0.0919, s1.acc: 93.7229, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1222, s2.loss_cls: 0.0449, s2.acc: 93.7179, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0569, loss: 1.2121 2022-06-15 08:31:26,370 - mmdet - INFO - Epoch [10][2700/7330] lr: 1.000e-04, eta: 1 day, 2:54:06, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1828, s0.acc: 93.7495, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2372, s1.loss_cls: 0.0871, s1.acc: 93.8755, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1178, s2.loss_cls: 0.0424, s2.acc: 93.7870, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0554, loss: 1.2005 2022-06-15 08:31:49,474 - mmdet - INFO - Epoch [10][2750/7330] lr: 1.000e-04, eta: 1 day, 2:53:36, time: 0.462, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1827, s0.acc: 93.8188, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2406, s1.loss_cls: 0.0862, s1.acc: 94.0191, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1193, s2.loss_cls: 0.0423, s2.acc: 93.9568, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0554, loss: 1.1922 2022-06-15 08:32:12,136 - mmdet - INFO - Epoch [10][2800/7330] lr: 1.000e-04, eta: 1 day, 2:53:05, time: 0.451, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1853, s0.acc: 93.7642, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2452, s1.loss_cls: 0.0870, s1.acc: 93.9421, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1214, s2.loss_cls: 0.0422, s2.acc: 93.9886, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0569, loss: 1.2027 2022-06-15 08:32:34,694 - mmdet - INFO - Epoch [10][2850/7330] lr: 1.000e-04, eta: 1 day, 2:52:34, time: 0.454, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1896, s0.acc: 93.6318, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2465, s1.loss_cls: 0.0898, s1.acc: 93.7452, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1217, s2.loss_cls: 0.0432, s2.acc: 93.8304, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0572, loss: 1.2102 2022-06-15 08:32:57,008 - mmdet - INFO - Epoch [10][2900/7330] lr: 1.000e-04, eta: 1 day, 2:52:02, time: 0.446, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1900, s0.acc: 93.7134, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2429, s1.loss_cls: 0.0909, s1.acc: 93.8143, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1187, s2.loss_cls: 0.0439, s2.acc: 93.8670, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0556, loss: 1.2034 2022-06-15 08:33:19,705 - mmdet - INFO - Epoch [10][2950/7330] lr: 1.000e-04, eta: 1 day, 2:51:32, time: 0.454, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1869, s0.acc: 93.6858, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2477, s1.loss_cls: 0.0880, s1.acc: 93.9034, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1222, s2.loss_cls: 0.0428, s2.acc: 93.8762, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0575, loss: 1.2054 2022-06-15 08:33:42,345 - mmdet - INFO - Epoch [10][3000/7330] lr: 1.000e-04, eta: 1 day, 2:51:01, time: 0.453, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1879, s0.acc: 93.5981, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2416, s1.loss_cls: 0.0908, s1.acc: 93.6513, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1199, s2.loss_cls: 0.0440, s2.acc: 93.6303, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0562, loss: 1.2105 2022-06-15 08:34:05,399 - mmdet - INFO - Epoch [10][3050/7330] lr: 1.000e-04, eta: 1 day, 2:50:31, time: 0.461, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1963, s0.acc: 93.3555, s0.loss_bbox: 0.2639, s0.loss_mask: 0.2445, s1.loss_cls: 0.0922, s1.acc: 93.5476, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1216, s2.loss_cls: 0.0447, s2.acc: 93.6318, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0569, loss: 1.2484 2022-06-15 08:34:28,305 - mmdet - INFO - Epoch [10][3100/7330] lr: 1.000e-04, eta: 1 day, 2:50:01, time: 0.459, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1821, s0.acc: 93.9021, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2394, s1.loss_cls: 0.0852, s1.acc: 94.1057, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1201, s2.loss_cls: 0.0412, s2.acc: 94.0887, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0563, loss: 1.1732 2022-06-15 08:34:51,077 - mmdet - INFO - Epoch [10][3150/7330] lr: 1.000e-04, eta: 1 day, 2:49:30, time: 0.455, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1979, s0.acc: 93.3721, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2461, s1.loss_cls: 0.0931, s1.acc: 93.6058, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1215, s2.loss_cls: 0.0440, s2.acc: 93.7599, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0568, loss: 1.2365 2022-06-15 08:35:13,624 - mmdet - INFO - Epoch [10][3200/7330] lr: 1.000e-04, eta: 1 day, 2:48:59, time: 0.451, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1864, s0.acc: 93.8511, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2427, s1.loss_cls: 0.0884, s1.acc: 94.0285, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1200, s2.loss_cls: 0.0433, s2.acc: 93.8533, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0560, loss: 1.2006 2022-06-15 08:35:36,908 - mmdet - INFO - Epoch [10][3250/7330] lr: 1.000e-04, eta: 1 day, 2:48:30, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1784, s0.acc: 94.0615, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2407, s1.loss_cls: 0.0841, s1.acc: 94.2599, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1194, s2.loss_cls: 0.0406, s2.acc: 94.1765, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0561, loss: 1.1733 2022-06-15 08:35:59,802 - mmdet - INFO - Epoch [10][3300/7330] lr: 1.000e-04, eta: 1 day, 2:48:00, time: 0.458, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1828, s0.acc: 93.8127, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2392, s1.loss_cls: 0.0888, s1.acc: 93.8667, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1186, s2.loss_cls: 0.0432, s2.acc: 93.7698, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0557, loss: 1.1850 2022-06-15 08:36:22,455 - mmdet - INFO - Epoch [10][3350/7330] lr: 1.000e-04, eta: 1 day, 2:47:29, time: 0.453, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1987, s0.acc: 93.3489, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2393, s1.loss_cls: 0.0946, s1.acc: 93.5340, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1187, s2.loss_cls: 0.0456, s2.acc: 93.5886, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0557, loss: 1.2270 2022-06-15 08:36:45,920 - mmdet - INFO - Epoch [10][3400/7330] lr: 1.000e-04, eta: 1 day, 2:47:00, time: 0.466, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1889, s0.acc: 93.5938, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2433, s1.loss_cls: 0.0906, s1.acc: 93.6197, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1207, s2.loss_cls: 0.0446, s2.acc: 93.5142, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0568, loss: 1.2109 2022-06-15 08:37:09,289 - mmdet - INFO - Epoch [10][3450/7330] lr: 1.000e-04, eta: 1 day, 2:46:32, time: 0.470, data_time: 0.023, memory: 16077, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1900, s0.acc: 93.5542, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2390, s1.loss_cls: 0.0920, s1.acc: 93.6171, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1181, s2.loss_cls: 0.0446, s2.acc: 93.6858, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0554, loss: 1.2077 2022-06-15 08:37:32,408 - mmdet - INFO - Epoch [10][3500/7330] lr: 1.000e-04, eta: 1 day, 2:46:03, time: 0.462, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1917, s0.acc: 93.4961, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2422, s1.loss_cls: 0.0922, s1.acc: 93.5812, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1198, s2.loss_cls: 0.0449, s2.acc: 93.4604, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0560, loss: 1.2225 2022-06-15 08:37:55,072 - mmdet - INFO - Epoch [10][3550/7330] lr: 1.000e-04, eta: 1 day, 2:45:32, time: 0.453, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1903, s0.acc: 93.6150, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2393, s1.loss_cls: 0.0904, s1.acc: 93.6567, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1192, s2.loss_cls: 0.0438, s2.acc: 93.6436, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0559, loss: 1.2011 2022-06-15 08:38:18,309 - mmdet - INFO - Epoch [10][3600/7330] lr: 1.000e-04, eta: 1 day, 2:45:03, time: 0.465, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1850, s0.acc: 93.5803, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2426, s1.loss_cls: 0.0891, s1.acc: 93.5850, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1202, s2.loss_cls: 0.0436, s2.acc: 93.5398, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0564, loss: 1.2138 2022-06-15 08:38:41,503 - mmdet - INFO - Epoch [10][3650/7330] lr: 1.000e-04, eta: 1 day, 2:44:34, time: 0.464, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1848, s0.acc: 93.6667, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2363, s1.loss_cls: 0.0880, s1.acc: 93.8004, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1173, s2.loss_cls: 0.0425, s2.acc: 93.8984, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0549, loss: 1.1967 2022-06-15 08:39:03,984 - mmdet - INFO - Epoch [10][3700/7330] lr: 1.000e-04, eta: 1 day, 2:44:02, time: 0.450, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1870, s0.acc: 93.7451, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2422, s1.loss_cls: 0.0875, s1.acc: 93.9403, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1190, s2.loss_cls: 0.0425, s2.acc: 93.9340, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0553, loss: 1.2082 2022-06-15 08:39:27,438 - mmdet - INFO - Epoch [10][3750/7330] lr: 1.000e-04, eta: 1 day, 2:43:34, time: 0.469, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1865, s0.acc: 93.6677, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2404, s1.loss_cls: 0.0891, s1.acc: 93.9100, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1186, s2.loss_cls: 0.0431, s2.acc: 93.9566, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0555, loss: 1.1890 2022-06-15 08:39:50,889 - mmdet - INFO - Epoch [10][3800/7330] lr: 1.000e-04, eta: 1 day, 2:43:05, time: 0.469, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1842, s0.acc: 93.9280, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2386, s1.loss_cls: 0.0866, s1.acc: 94.1368, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1184, s2.loss_cls: 0.0421, s2.acc: 94.0496, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0554, loss: 1.1835 2022-06-15 08:40:14,378 - mmdet - INFO - Epoch [10][3850/7330] lr: 1.000e-04, eta: 1 day, 2:42:37, time: 0.468, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1860, s0.acc: 93.7263, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2440, s1.loss_cls: 0.0894, s1.acc: 93.8043, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1212, s2.loss_cls: 0.0431, s2.acc: 93.8188, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0566, loss: 1.1932 2022-06-15 08:40:37,295 - mmdet - INFO - Epoch [10][3900/7330] lr: 1.000e-04, eta: 1 day, 2:42:07, time: 0.461, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1860, s0.acc: 93.8230, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2351, s1.loss_cls: 0.0874, s1.acc: 94.0565, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1173, s2.loss_cls: 0.0429, s2.acc: 93.9501, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0552, loss: 1.1813 2022-06-15 08:41:00,005 - mmdet - INFO - Epoch [10][3950/7330] lr: 1.000e-04, eta: 1 day, 2:41:37, time: 0.454, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1836, s0.acc: 93.9363, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2406, s1.loss_cls: 0.0878, s1.acc: 94.0856, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1203, s2.loss_cls: 0.0427, s2.acc: 94.0250, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0569, loss: 1.1773 2022-06-15 08:41:23,226 - mmdet - INFO - Epoch [10][4000/7330] lr: 1.000e-04, eta: 1 day, 2:41:08, time: 0.464, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1940, s0.acc: 93.6665, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2446, s1.loss_cls: 0.0915, s1.acc: 93.8360, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1207, s2.loss_cls: 0.0445, s2.acc: 93.7538, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0565, loss: 1.2242 2022-06-15 08:41:46,423 - mmdet - INFO - Epoch [10][4050/7330] lr: 1.000e-04, eta: 1 day, 2:40:39, time: 0.464, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1855, s0.acc: 93.8044, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2373, s1.loss_cls: 0.0882, s1.acc: 93.8961, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1173, s2.loss_cls: 0.0426, s2.acc: 93.9572, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0549, loss: 1.1839 2022-06-15 08:42:09,652 - mmdet - INFO - Epoch [10][4100/7330] lr: 1.000e-04, eta: 1 day, 2:40:09, time: 0.465, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1902, s0.acc: 93.6631, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2401, s1.loss_cls: 0.0901, s1.acc: 93.8058, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1194, s2.loss_cls: 0.0440, s2.acc: 93.7615, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0563, loss: 1.2146 2022-06-15 08:42:32,427 - mmdet - INFO - Epoch [10][4150/7330] lr: 1.000e-04, eta: 1 day, 2:39:39, time: 0.455, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1853, s0.acc: 93.8406, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2434, s1.loss_cls: 0.0884, s1.acc: 93.8904, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1216, s2.loss_cls: 0.0429, s2.acc: 93.8842, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0575, loss: 1.1986 2022-06-15 08:42:55,236 - mmdet - INFO - Epoch [10][4200/7330] lr: 1.000e-04, eta: 1 day, 2:39:09, time: 0.456, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1889, s0.acc: 93.7725, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2407, s1.loss_cls: 0.0901, s1.acc: 93.8662, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1198, s2.loss_cls: 0.0436, s2.acc: 93.8809, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0563, loss: 1.1950 2022-06-15 08:43:17,954 - mmdet - INFO - Epoch [10][4250/7330] lr: 1.000e-04, eta: 1 day, 2:38:39, time: 0.454, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1867, s0.acc: 93.6707, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2392, s1.loss_cls: 0.0893, s1.acc: 93.8239, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1177, s2.loss_cls: 0.0434, s2.acc: 93.7569, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0549, loss: 1.1977 2022-06-15 08:43:41,355 - mmdet - INFO - Epoch [10][4300/7330] lr: 1.000e-04, eta: 1 day, 2:38:10, time: 0.468, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1931, s0.acc: 93.5388, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2432, s1.loss_cls: 0.0924, s1.acc: 93.7532, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1201, s2.loss_cls: 0.0447, s2.acc: 93.7203, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0565, loss: 1.2227 2022-06-15 08:44:04,911 - mmdet - INFO - Epoch [10][4350/7330] lr: 1.000e-04, eta: 1 day, 2:37:42, time: 0.471, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.2008, s0.acc: 93.3257, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2472, s1.loss_cls: 0.0956, s1.acc: 93.4895, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1218, s2.loss_cls: 0.0462, s2.acc: 93.4823, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0568, loss: 1.2529 2022-06-15 08:44:28,235 - mmdet - INFO - Epoch [10][4400/7330] lr: 1.000e-04, eta: 1 day, 2:37:13, time: 0.466, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1845, s0.acc: 93.7598, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2422, s1.loss_cls: 0.0867, s1.acc: 94.0027, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1197, s2.loss_cls: 0.0426, s2.acc: 93.9406, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0562, loss: 1.2014 2022-06-15 08:44:51,193 - mmdet - INFO - Epoch [10][4450/7330] lr: 1.000e-04, eta: 1 day, 2:36:44, time: 0.459, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1935, s0.acc: 93.6265, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2476, s1.loss_cls: 0.0918, s1.acc: 93.7166, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1219, s2.loss_cls: 0.0443, s2.acc: 93.8084, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0572, loss: 1.2201 2022-06-15 08:45:14,237 - mmdet - INFO - Epoch [10][4500/7330] lr: 1.000e-04, eta: 1 day, 2:36:14, time: 0.461, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1834, s0.acc: 93.8364, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2384, s1.loss_cls: 0.0879, s1.acc: 93.9009, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1194, s2.loss_cls: 0.0427, s2.acc: 93.7536, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0561, loss: 1.1895 2022-06-15 08:45:37,369 - mmdet - INFO - Epoch [10][4550/7330] lr: 1.000e-04, eta: 1 day, 2:35:45, time: 0.463, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1842, s0.acc: 93.8728, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2389, s1.loss_cls: 0.0883, s1.acc: 93.9712, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1178, s2.loss_cls: 0.0431, s2.acc: 93.9613, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0551, loss: 1.1779 2022-06-15 08:46:00,971 - mmdet - INFO - Epoch [10][4600/7330] lr: 1.000e-04, eta: 1 day, 2:35:17, time: 0.472, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1959, s0.acc: 93.5693, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2429, s1.loss_cls: 0.0928, s1.acc: 93.7827, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1194, s2.loss_cls: 0.0453, s2.acc: 93.6612, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0557, loss: 1.2280 2022-06-15 08:46:24,347 - mmdet - INFO - Epoch [10][4650/7330] lr: 1.000e-04, eta: 1 day, 2:34:48, time: 0.467, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1955, s0.acc: 93.5198, s0.loss_bbox: 0.2600, s0.loss_mask: 0.2377, s1.loss_cls: 0.0916, s1.acc: 93.7854, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1180, s2.loss_cls: 0.0450, s2.acc: 93.6637, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0556, loss: 1.2296 2022-06-15 08:46:47,777 - mmdet - INFO - Epoch [10][4700/7330] lr: 1.000e-04, eta: 1 day, 2:34:20, time: 0.468, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2001, s0.acc: 93.3599, s0.loss_bbox: 0.2651, s0.loss_mask: 0.2467, s1.loss_cls: 0.0944, s1.acc: 93.5375, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1211, s2.loss_cls: 0.0455, s2.acc: 93.4727, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0565, loss: 1.2586 2022-06-15 08:47:11,114 - mmdet - INFO - Epoch [10][4750/7330] lr: 1.000e-04, eta: 1 day, 2:33:51, time: 0.467, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1845, s0.acc: 93.7354, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2414, s1.loss_cls: 0.0879, s1.acc: 93.9156, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1203, s2.loss_cls: 0.0430, s2.acc: 93.9155, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0572, loss: 1.1941 2022-06-15 08:47:34,384 - mmdet - INFO - Epoch [10][4800/7330] lr: 1.000e-04, eta: 1 day, 2:33:23, time: 0.465, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1857, s0.acc: 93.7615, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2412, s1.loss_cls: 0.0886, s1.acc: 93.8738, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1208, s2.loss_cls: 0.0423, s2.acc: 93.9574, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0567, loss: 1.2000 2022-06-15 08:47:57,985 - mmdet - INFO - Epoch [10][4850/7330] lr: 1.000e-04, eta: 1 day, 2:32:55, time: 0.472, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1907, s0.acc: 93.5793, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2434, s1.loss_cls: 0.0922, s1.acc: 93.6658, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1201, s2.loss_cls: 0.0449, s2.acc: 93.6073, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0564, loss: 1.2289 2022-06-15 08:48:21,941 - mmdet - INFO - Epoch [10][4900/7330] lr: 1.000e-04, eta: 1 day, 2:32:28, time: 0.479, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1918, s0.acc: 93.4863, s0.loss_bbox: 0.2570, s0.loss_mask: 0.2414, s1.loss_cls: 0.0901, s1.acc: 93.6598, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1208, s2.loss_cls: 0.0441, s2.acc: 93.7594, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0572, loss: 1.2257 2022-06-15 08:48:45,079 - mmdet - INFO - Epoch [10][4950/7330] lr: 1.000e-04, eta: 1 day, 2:31:59, time: 0.463, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1909, s0.acc: 93.6184, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2445, s1.loss_cls: 0.0905, s1.acc: 93.7062, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1210, s2.loss_cls: 0.0437, s2.acc: 93.8627, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0564, loss: 1.2076 2022-06-15 08:49:08,447 - mmdet - INFO - Epoch [10][5000/7330] lr: 1.000e-04, eta: 1 day, 2:31:30, time: 0.467, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2046, s0.acc: 93.1165, s0.loss_bbox: 0.2717, s0.loss_mask: 0.2542, s1.loss_cls: 0.0963, s1.acc: 93.3044, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1250, s2.loss_cls: 0.0468, s2.acc: 93.3250, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0585, loss: 1.2881 2022-06-15 08:49:31,694 - mmdet - INFO - Epoch [10][5050/7330] lr: 1.000e-04, eta: 1 day, 2:31:01, time: 0.465, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1827, s0.acc: 93.7693, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2429, s1.loss_cls: 0.0877, s1.acc: 93.8782, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1206, s2.loss_cls: 0.0430, s2.acc: 93.8014, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0568, loss: 1.1933 2022-06-15 08:49:54,522 - mmdet - INFO - Epoch [10][5100/7330] lr: 1.000e-04, eta: 1 day, 2:30:31, time: 0.457, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1814, s0.acc: 93.9255, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2339, s1.loss_cls: 0.0876, s1.acc: 94.0546, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1156, s2.loss_cls: 0.0426, s2.acc: 93.9522, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1650 2022-06-15 08:50:17,513 - mmdet - INFO - Epoch [10][5150/7330] lr: 1.000e-04, eta: 1 day, 2:30:02, time: 0.460, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1861, s0.acc: 93.7275, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2395, s1.loss_cls: 0.0877, s1.acc: 93.8836, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1188, s2.loss_cls: 0.0427, s2.acc: 93.8752, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0556, loss: 1.2017 2022-06-15 08:50:40,431 - mmdet - INFO - Epoch [10][5200/7330] lr: 1.000e-04, eta: 1 day, 2:29:32, time: 0.458, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1828, s0.acc: 93.9131, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2462, s1.loss_cls: 0.0871, s1.acc: 94.1131, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1224, s2.loss_cls: 0.0416, s2.acc: 94.2304, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0572, loss: 1.1879 2022-06-15 08:51:03,633 - mmdet - INFO - Epoch [10][5250/7330] lr: 1.000e-04, eta: 1 day, 2:29:03, time: 0.462, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1781, s0.acc: 94.0178, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2453, s1.loss_cls: 0.0845, s1.acc: 94.1342, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1204, s2.loss_cls: 0.0413, s2.acc: 94.0383, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0569, loss: 1.1718 2022-06-15 08:51:26,867 - mmdet - INFO - Epoch [10][5300/7330] lr: 1.000e-04, eta: 1 day, 2:28:34, time: 0.467, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1846, s0.acc: 93.8608, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2432, s1.loss_cls: 0.0870, s1.acc: 93.9968, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1192, s2.loss_cls: 0.0425, s2.acc: 93.8620, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0560, loss: 1.1944 2022-06-15 08:51:49,889 - mmdet - INFO - Epoch [10][5350/7330] lr: 1.000e-04, eta: 1 day, 2:28:05, time: 0.460, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1809, s0.acc: 94.0947, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2438, s1.loss_cls: 0.0856, s1.acc: 94.2796, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1195, s2.loss_cls: 0.0413, s2.acc: 94.2945, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0563, loss: 1.1720 2022-06-15 08:52:12,766 - mmdet - INFO - Epoch [10][5400/7330] lr: 1.000e-04, eta: 1 day, 2:27:35, time: 0.458, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1972, s0.acc: 93.4573, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2436, s1.loss_cls: 0.0953, s1.acc: 93.5152, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1200, s2.loss_cls: 0.0461, s2.acc: 93.4341, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0563, loss: 1.2393 2022-06-15 08:52:35,618 - mmdet - INFO - Epoch [10][5450/7330] lr: 1.000e-04, eta: 1 day, 2:27:05, time: 0.457, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1821, s0.acc: 93.9087, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2421, s1.loss_cls: 0.0874, s1.acc: 94.0849, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1199, s2.loss_cls: 0.0436, s2.acc: 93.9100, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0568, loss: 1.1873 2022-06-15 08:52:58,651 - mmdet - INFO - Epoch [10][5500/7330] lr: 1.000e-04, eta: 1 day, 2:26:36, time: 0.461, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1930, s0.acc: 93.5276, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2434, s1.loss_cls: 0.0925, s1.acc: 93.6863, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1201, s2.loss_cls: 0.0450, s2.acc: 93.6904, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0563, loss: 1.2315 2022-06-15 08:53:21,645 - mmdet - INFO - Epoch [10][5550/7330] lr: 1.000e-04, eta: 1 day, 2:26:07, time: 0.460, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1800, s0.acc: 93.9902, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2342, s1.loss_cls: 0.0863, s1.acc: 94.0666, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1172, s2.loss_cls: 0.0417, s2.acc: 94.1202, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0554, loss: 1.1713 2022-06-15 08:53:44,661 - mmdet - INFO - Epoch [10][5600/7330] lr: 1.000e-04, eta: 1 day, 2:25:37, time: 0.460, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1888, s0.acc: 93.7122, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2405, s1.loss_cls: 0.0889, s1.acc: 93.9145, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1191, s2.loss_cls: 0.0432, s2.acc: 93.8738, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0560, loss: 1.2031 2022-06-15 08:54:07,110 - mmdet - INFO - Epoch [10][5650/7330] lr: 1.000e-04, eta: 1 day, 2:25:06, time: 0.449, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1836, s0.acc: 93.8079, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2330, s1.loss_cls: 0.0878, s1.acc: 93.9230, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1162, s2.loss_cls: 0.0430, s2.acc: 93.9341, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0546, loss: 1.1684 2022-06-15 08:54:29,690 - mmdet - INFO - Epoch [10][5700/7330] lr: 1.000e-04, eta: 1 day, 2:24:36, time: 0.452, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1838, s0.acc: 93.8367, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2381, s1.loss_cls: 0.0872, s1.acc: 93.9779, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1177, s2.loss_cls: 0.0423, s2.acc: 93.9656, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0553, loss: 1.1761 2022-06-15 08:54:52,631 - mmdet - INFO - Epoch [10][5750/7330] lr: 1.000e-04, eta: 1 day, 2:24:06, time: 0.459, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2028, s0.acc: 93.2627, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2453, s1.loss_cls: 0.0958, s1.acc: 93.4523, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1213, s2.loss_cls: 0.0468, s2.acc: 93.4591, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0568, loss: 1.2585 2022-06-15 08:55:15,415 - mmdet - INFO - Epoch [10][5800/7330] lr: 1.000e-04, eta: 1 day, 2:23:36, time: 0.456, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1872, s0.acc: 93.6919, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2452, s1.loss_cls: 0.0890, s1.acc: 93.8721, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1216, s2.loss_cls: 0.0433, s2.acc: 93.8866, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0571, loss: 1.2052 2022-06-15 08:55:37,934 - mmdet - INFO - Epoch [10][5850/7330] lr: 1.000e-04, eta: 1 day, 2:23:06, time: 0.450, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1772, s0.acc: 94.1038, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2395, s1.loss_cls: 0.0836, s1.acc: 94.2557, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1189, s2.loss_cls: 0.0410, s2.acc: 94.2208, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0556, loss: 1.1661 2022-06-15 08:56:00,742 - mmdet - INFO - Epoch [10][5900/7330] lr: 1.000e-04, eta: 1 day, 2:22:36, time: 0.456, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1787, s0.acc: 94.0530, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2343, s1.loss_cls: 0.0851, s1.acc: 94.1641, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1170, s2.loss_cls: 0.0410, s2.acc: 94.2546, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0552, loss: 1.1420 2022-06-15 08:56:23,623 - mmdet - INFO - Epoch [10][5950/7330] lr: 1.000e-04, eta: 1 day, 2:22:06, time: 0.458, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1879, s0.acc: 93.5496, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2395, s1.loss_cls: 0.0884, s1.acc: 93.7868, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1202, s2.loss_cls: 0.0432, s2.acc: 93.8267, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0563, loss: 1.2113 2022-06-15 08:56:46,235 - mmdet - INFO - Epoch [10][6000/7330] lr: 1.000e-04, eta: 1 day, 2:21:36, time: 0.452, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1898, s0.acc: 93.7329, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2415, s1.loss_cls: 0.0902, s1.acc: 93.8590, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1201, s2.loss_cls: 0.0437, s2.acc: 93.8251, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0566, loss: 1.1951 2022-06-15 08:57:08,794 - mmdet - INFO - Epoch [10][6050/7330] lr: 1.000e-04, eta: 1 day, 2:21:05, time: 0.451, data_time: 0.013, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1897, s0.acc: 93.6936, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2449, s1.loss_cls: 0.0902, s1.acc: 93.8564, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1213, s2.loss_cls: 0.0433, s2.acc: 93.8936, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0571, loss: 1.2044 2022-06-15 08:57:31,564 - mmdet - INFO - Epoch [10][6100/7330] lr: 1.000e-04, eta: 1 day, 2:20:35, time: 0.455, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1773, s0.acc: 94.0603, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2359, s1.loss_cls: 0.0862, s1.acc: 94.0543, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1172, s2.loss_cls: 0.0423, s2.acc: 93.9586, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1519 2022-06-15 08:57:54,829 - mmdet - INFO - Epoch [10][6150/7330] lr: 1.000e-04, eta: 1 day, 2:20:07, time: 0.465, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1945, s0.acc: 93.4807, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2401, s1.loss_cls: 0.0919, s1.acc: 93.7179, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1187, s2.loss_cls: 0.0442, s2.acc: 93.8407, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0552, loss: 1.2218 2022-06-15 08:58:18,203 - mmdet - INFO - Epoch [10][6200/7330] lr: 1.000e-04, eta: 1 day, 2:19:39, time: 0.467, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1882, s0.acc: 93.7498, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2412, s1.loss_cls: 0.0899, s1.acc: 93.8555, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1193, s2.loss_cls: 0.0442, s2.acc: 93.7261, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0561, loss: 1.2012 2022-06-15 08:58:41,285 - mmdet - INFO - Epoch [10][6250/7330] lr: 1.000e-04, eta: 1 day, 2:19:09, time: 0.462, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1899, s0.acc: 93.5959, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2453, s1.loss_cls: 0.0900, s1.acc: 93.7768, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1212, s2.loss_cls: 0.0436, s2.acc: 93.8467, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0564, loss: 1.2109 2022-06-15 08:59:04,551 - mmdet - INFO - Epoch [10][6300/7330] lr: 1.000e-04, eta: 1 day, 2:18:41, time: 0.465, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1956, s0.acc: 93.4863, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2495, s1.loss_cls: 0.0930, s1.acc: 93.6073, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1242, s2.loss_cls: 0.0447, s2.acc: 93.7034, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0579, loss: 1.2447 2022-06-15 08:59:27,489 - mmdet - INFO - Epoch [10][6350/7330] lr: 1.000e-04, eta: 1 day, 2:18:11, time: 0.456, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1826, s0.acc: 93.7639, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2352, s1.loss_cls: 0.0863, s1.acc: 93.9312, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1169, s2.loss_cls: 0.0426, s2.acc: 93.9456, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0551, loss: 1.1665 2022-06-15 08:59:50,778 - mmdet - INFO - Epoch [10][6400/7330] lr: 1.000e-04, eta: 1 day, 2:17:43, time: 0.468, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1850, s0.acc: 93.8289, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2391, s1.loss_cls: 0.0872, s1.acc: 93.9974, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1177, s2.loss_cls: 0.0426, s2.acc: 93.9458, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0555, loss: 1.1864 2022-06-15 09:00:14,030 - mmdet - INFO - Epoch [10][6450/7330] lr: 1.000e-04, eta: 1 day, 2:17:14, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1917, s0.acc: 93.6272, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2377, s1.loss_cls: 0.0914, s1.acc: 93.7607, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1178, s2.loss_cls: 0.0445, s2.acc: 93.6958, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0550, loss: 1.2087 2022-06-15 09:00:38,009 - mmdet - INFO - Epoch [10][6500/7330] lr: 1.000e-04, eta: 1 day, 2:16:48, time: 0.479, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1896, s0.acc: 93.6875, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2395, s1.loss_cls: 0.0907, s1.acc: 93.7456, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1183, s2.loss_cls: 0.0440, s2.acc: 93.8145, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0557, loss: 1.1992 2022-06-15 09:01:02,059 - mmdet - INFO - Epoch [10][6550/7330] lr: 1.000e-04, eta: 1 day, 2:16:21, time: 0.481, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1914, s0.acc: 93.6577, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2425, s1.loss_cls: 0.0909, s1.acc: 93.8086, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1213, s2.loss_cls: 0.0437, s2.acc: 93.7684, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0568, loss: 1.2289 2022-06-15 09:01:26,055 - mmdet - INFO - Epoch [10][6600/7330] lr: 1.000e-04, eta: 1 day, 2:15:55, time: 0.480, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1819, s0.acc: 93.8572, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2409, s1.loss_cls: 0.0859, s1.acc: 94.0225, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1194, s2.loss_cls: 0.0417, s2.acc: 94.0691, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0564, loss: 1.1776 2022-06-15 09:01:49,557 - mmdet - INFO - Epoch [10][6650/7330] lr: 1.000e-04, eta: 1 day, 2:15:27, time: 0.470, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1836, s0.acc: 93.9153, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2431, s1.loss_cls: 0.0878, s1.acc: 94.0414, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1211, s2.loss_cls: 0.0427, s2.acc: 94.0463, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0573, loss: 1.1836 2022-06-15 09:02:12,883 - mmdet - INFO - Epoch [10][6700/7330] lr: 1.000e-04, eta: 1 day, 2:14:58, time: 0.466, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1917, s0.acc: 93.6680, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2403, s1.loss_cls: 0.0917, s1.acc: 93.8039, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1176, s2.loss_cls: 0.0439, s2.acc: 93.9066, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0554, loss: 1.2026 2022-06-15 09:02:35,783 - mmdet - INFO - Epoch [10][6750/7330] lr: 1.000e-04, eta: 1 day, 2:14:29, time: 0.459, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1799, s0.acc: 93.9316, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2423, s1.loss_cls: 0.0871, s1.acc: 93.9106, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1198, s2.loss_cls: 0.0426, s2.acc: 93.8981, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0566, loss: 1.1773 2022-06-15 09:02:58,622 - mmdet - INFO - Epoch [10][6800/7330] lr: 1.000e-04, eta: 1 day, 2:13:59, time: 0.457, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1834, s0.acc: 93.9810, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2425, s1.loss_cls: 0.0876, s1.acc: 94.0656, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1204, s2.loss_cls: 0.0430, s2.acc: 94.0002, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0568, loss: 1.1738 2022-06-15 09:03:21,843 - mmdet - INFO - Epoch [10][6850/7330] lr: 1.000e-04, eta: 1 day, 2:13:31, time: 0.464, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1912, s0.acc: 93.6638, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2423, s1.loss_cls: 0.0902, s1.acc: 93.8148, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1214, s2.loss_cls: 0.0440, s2.acc: 93.7235, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0572, loss: 1.2189 2022-06-15 09:03:45,191 - mmdet - INFO - Epoch [10][6900/7330] lr: 1.000e-04, eta: 1 day, 2:13:02, time: 0.467, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1806, s0.acc: 94.0476, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2367, s1.loss_cls: 0.0877, s1.acc: 94.0394, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1180, s2.loss_cls: 0.0429, s2.acc: 94.0736, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0553, loss: 1.1628 2022-06-15 09:04:08,470 - mmdet - INFO - Epoch [10][6950/7330] lr: 1.000e-04, eta: 1 day, 2:12:34, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1932, s0.acc: 93.4880, s0.loss_bbox: 0.2570, s0.loss_mask: 0.2469, s1.loss_cls: 0.0913, s1.acc: 93.6437, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1218, s2.loss_cls: 0.0449, s2.acc: 93.5973, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0567, loss: 1.2377 2022-06-15 09:04:31,034 - mmdet - INFO - Epoch [10][7000/7330] lr: 1.000e-04, eta: 1 day, 2:12:04, time: 0.451, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1867, s0.acc: 93.8201, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2422, s1.loss_cls: 0.0885, s1.acc: 93.9917, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1210, s2.loss_cls: 0.0429, s2.acc: 93.9589, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0567, loss: 1.1933 2022-06-15 09:04:53,963 - mmdet - INFO - Epoch [10][7050/7330] lr: 1.000e-04, eta: 1 day, 2:11:34, time: 0.459, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1893, s0.acc: 93.6528, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2400, s1.loss_cls: 0.0909, s1.acc: 93.7369, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1196, s2.loss_cls: 0.0441, s2.acc: 93.8209, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0563, loss: 1.2001 2022-06-15 09:05:17,097 - mmdet - INFO - Epoch [10][7100/7330] lr: 1.000e-04, eta: 1 day, 2:11:06, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1850, s0.acc: 93.8086, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2415, s1.loss_cls: 0.0883, s1.acc: 93.8942, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1185, s2.loss_cls: 0.0423, s2.acc: 93.9344, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0557, loss: 1.1870 2022-06-15 09:05:39,751 - mmdet - INFO - Epoch [10][7150/7330] lr: 1.000e-04, eta: 1 day, 2:10:35, time: 0.453, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1890, s0.acc: 93.6924, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2426, s1.loss_cls: 0.0881, s1.acc: 93.9647, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1202, s2.loss_cls: 0.0428, s2.acc: 93.9718, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0564, loss: 1.2090 2022-06-15 09:06:02,966 - mmdet - INFO - Epoch [10][7200/7330] lr: 1.000e-04, eta: 1 day, 2:10:07, time: 0.464, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1898, s0.acc: 93.5281, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2397, s1.loss_cls: 0.0910, s1.acc: 93.6496, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1185, s2.loss_cls: 0.0444, s2.acc: 93.5571, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0553, loss: 1.2045 2022-06-15 09:06:26,213 - mmdet - INFO - Epoch [10][7250/7330] lr: 1.000e-04, eta: 1 day, 2:09:38, time: 0.465, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1867, s0.acc: 93.6599, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2415, s1.loss_cls: 0.0905, s1.acc: 93.7324, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1193, s2.loss_cls: 0.0437, s2.acc: 93.8178, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0556, loss: 1.2077 2022-06-15 09:06:49,290 - mmdet - INFO - Epoch [10][7300/7330] lr: 1.000e-04, eta: 1 day, 2:09:10, time: 0.462, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.2030, s0.acc: 93.3501, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2417, s1.loss_cls: 0.0977, s1.acc: 93.4716, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1198, s2.loss_cls: 0.0465, s2.acc: 93.5336, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0565, loss: 1.2383 2022-06-15 09:07:19,743 - mmdet - INFO - Saving checkpoint at 10 epochs 2022-06-15 09:09:51,886 - mmdet - INFO - Evaluating bbox... 2022-06-15 09:10:19,461 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.440 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.626 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.474 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.291 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.471 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.407 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.625 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.740 2022-06-15 09:10:19,467 - mmdet - INFO - Evaluating segm... 2022-06-15 09:10:53,668 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.380 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.597 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.407 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.207 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.412 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.327 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.672 2022-06-15 09:10:54,172 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 09:10:54,172 - mmdet - INFO - Epoch(val) [10][625] bbox_mAP: 0.4400, bbox_mAP_50: 0.6260, bbox_mAP_75: 0.4740, bbox_mAP_s: 0.2910, bbox_mAP_m: 0.4710, bbox_mAP_l: 0.5810, bbox_mAP_copypaste: 0.440 0.626 0.474 0.291 0.471 0.581, segm_mAP: 0.3800, segm_mAP_50: 0.5970, segm_mAP_75: 0.4070, segm_mAP_s: 0.2070, segm_mAP_m: 0.4120, segm_mAP_l: 0.5580, segm_mAP_copypaste: 0.380 0.597 0.407 0.207 0.412 0.558 2022-06-15 09:15:12,755 - mmdet - INFO - Epoch [11][50/7330] lr: 1.000e-04, eta: 1 day, 2:17:59, time: 5.171, data_time: 4.707, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1841, s0.acc: 93.6331, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2426, s1.loss_cls: 0.0864, s1.acc: 93.8965, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1203, s2.loss_cls: 0.0418, s2.acc: 93.9331, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0562, loss: 1.2016 2022-06-15 09:15:36,221 - mmdet - INFO - Epoch [11][100/7330] lr: 1.000e-04, eta: 1 day, 2:17:31, time: 0.470, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1870, s0.acc: 93.6770, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2436, s1.loss_cls: 0.0891, s1.acc: 93.7898, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1197, s2.loss_cls: 0.0434, s2.acc: 93.8433, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0559, loss: 1.2005 2022-06-15 09:15:59,092 - mmdet - INFO - Epoch [11][150/7330] lr: 1.000e-04, eta: 1 day, 2:17:01, time: 0.457, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1757, s0.acc: 94.0732, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2313, s1.loss_cls: 0.0827, s1.acc: 94.2728, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1152, s2.loss_cls: 0.0405, s2.acc: 94.2438, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0543, loss: 1.1579 2022-06-15 09:16:22,325 - mmdet - INFO - Epoch [11][200/7330] lr: 1.000e-04, eta: 1 day, 2:16:32, time: 0.465, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1843, s0.acc: 93.7144, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2400, s1.loss_cls: 0.0879, s1.acc: 93.8829, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1182, s2.loss_cls: 0.0419, s2.acc: 93.9809, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1880 2022-06-15 09:16:46,287 - mmdet - INFO - Epoch [11][250/7330] lr: 1.000e-04, eta: 1 day, 2:16:04, time: 0.479, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1891, s0.acc: 93.5732, s0.loss_bbox: 0.2570, s0.loss_mask: 0.2443, s1.loss_cls: 0.0883, s1.acc: 93.8349, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1206, s2.loss_cls: 0.0435, s2.acc: 93.6101, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0564, loss: 1.2213 2022-06-15 09:17:09,729 - mmdet - INFO - Epoch [11][300/7330] lr: 1.000e-04, eta: 1 day, 2:15:36, time: 0.469, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1871, s0.acc: 93.6096, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2375, s1.loss_cls: 0.0885, s1.acc: 93.8035, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1176, s2.loss_cls: 0.0425, s2.acc: 93.9160, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0554, loss: 1.2128 2022-06-15 09:17:32,810 - mmdet - INFO - Epoch [11][350/7330] lr: 1.000e-04, eta: 1 day, 2:15:07, time: 0.462, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1802, s0.acc: 93.9854, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2380, s1.loss_cls: 0.0863, s1.acc: 94.1418, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1196, s2.loss_cls: 0.0422, s2.acc: 94.0291, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0566, loss: 1.1710 2022-06-15 09:17:56,101 - mmdet - INFO - Epoch [11][400/7330] lr: 1.000e-04, eta: 1 day, 2:14:38, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1839, s0.acc: 93.8909, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2363, s1.loss_cls: 0.0859, s1.acc: 94.1804, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1164, s2.loss_cls: 0.0416, s2.acc: 94.1248, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0545, loss: 1.1728 2022-06-15 09:18:19,366 - mmdet - INFO - Epoch [11][450/7330] lr: 1.000e-04, eta: 1 day, 2:14:09, time: 0.465, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1774, s0.acc: 94.1165, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2388, s1.loss_cls: 0.0838, s1.acc: 94.2931, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1176, s2.loss_cls: 0.0400, s2.acc: 94.3777, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0557, loss: 1.1661 2022-06-15 09:18:42,470 - mmdet - INFO - Epoch [11][500/7330] lr: 1.000e-04, eta: 1 day, 2:13:40, time: 0.463, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1791, s0.acc: 94.0247, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2370, s1.loss_cls: 0.0847, s1.acc: 94.2527, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1179, s2.loss_cls: 0.0411, s2.acc: 94.1479, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0558, loss: 1.1658 2022-06-15 09:19:05,917 - mmdet - INFO - Epoch [11][550/7330] lr: 1.000e-04, eta: 1 day, 2:13:11, time: 0.469, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1784, s0.acc: 94.0566, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2295, s1.loss_cls: 0.0851, s1.acc: 94.1763, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1140, s2.loss_cls: 0.0416, s2.acc: 94.1987, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0535, loss: 1.1484 2022-06-15 09:19:28,630 - mmdet - INFO - Epoch [11][600/7330] lr: 1.000e-04, eta: 1 day, 2:12:41, time: 0.454, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1823, s0.acc: 93.7891, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2453, s1.loss_cls: 0.0867, s1.acc: 93.8979, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1214, s2.loss_cls: 0.0418, s2.acc: 93.9661, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0564, loss: 1.1975 2022-06-15 09:19:52,678 - mmdet - INFO - Epoch [11][650/7330] lr: 1.000e-04, eta: 1 day, 2:12:14, time: 0.481, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1705, s0.acc: 94.0830, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2333, s1.loss_cls: 0.0812, s1.acc: 94.3154, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1165, s2.loss_cls: 0.0395, s2.acc: 94.2059, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1383 2022-06-15 09:20:16,443 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 09:20:16,444 - mmdet - INFO - Epoch [11][700/7330] lr: 1.000e-04, eta: 1 day, 2:11:46, time: 0.475, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1869, s0.acc: 93.7034, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2412, s1.loss_cls: 0.0898, s1.acc: 93.7793, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1197, s2.loss_cls: 0.0431, s2.acc: 93.8933, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0563, loss: 1.1986 2022-06-15 09:20:40,267 - mmdet - INFO - Epoch [11][750/7330] lr: 1.000e-04, eta: 1 day, 2:11:19, time: 0.476, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1817, s0.acc: 93.8457, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2370, s1.loss_cls: 0.0860, s1.acc: 94.0639, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1191, s2.loss_cls: 0.0422, s2.acc: 94.0309, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0564, loss: 1.1845 2022-06-15 09:21:03,908 - mmdet - INFO - Epoch [11][800/7330] lr: 1.000e-04, eta: 1 day, 2:10:51, time: 0.473, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1800, s0.acc: 93.8564, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2401, s1.loss_cls: 0.0850, s1.acc: 94.0589, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1178, s2.loss_cls: 0.0411, s2.acc: 94.0938, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0556, loss: 1.1812 2022-06-15 09:21:27,916 - mmdet - INFO - Epoch [11][850/7330] lr: 1.000e-04, eta: 1 day, 2:10:24, time: 0.480, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1846, s0.acc: 93.7039, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2428, s1.loss_cls: 0.0877, s1.acc: 93.9290, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1214, s2.loss_cls: 0.0426, s2.acc: 93.9597, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0571, loss: 1.2033 2022-06-15 09:21:51,084 - mmdet - INFO - Epoch [11][900/7330] lr: 1.000e-04, eta: 1 day, 2:09:55, time: 0.463, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1807, s0.acc: 93.9119, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2356, s1.loss_cls: 0.0856, s1.acc: 94.1580, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1171, s2.loss_cls: 0.0417, s2.acc: 94.1144, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0549, loss: 1.1686 2022-06-15 09:22:14,348 - mmdet - INFO - Epoch [11][950/7330] lr: 1.000e-04, eta: 1 day, 2:09:26, time: 0.465, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1914, s0.acc: 93.6106, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2447, s1.loss_cls: 0.0899, s1.acc: 93.8626, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1208, s2.loss_cls: 0.0436, s2.acc: 93.8046, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0565, loss: 1.2133 2022-06-15 09:22:37,602 - mmdet - INFO - Epoch [11][1000/7330] lr: 1.000e-04, eta: 1 day, 2:08:57, time: 0.465, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1808, s0.acc: 93.9570, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2390, s1.loss_cls: 0.0850, s1.acc: 94.2262, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1177, s2.loss_cls: 0.0411, s2.acc: 94.2513, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0554, loss: 1.1648 2022-06-15 09:23:00,863 - mmdet - INFO - Epoch [11][1050/7330] lr: 1.000e-04, eta: 1 day, 2:08:29, time: 0.465, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1849, s0.acc: 93.6953, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2423, s1.loss_cls: 0.0887, s1.acc: 93.8624, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1197, s2.loss_cls: 0.0426, s2.acc: 93.9835, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0562, loss: 1.1974 2022-06-15 09:23:24,660 - mmdet - INFO - Epoch [11][1100/7330] lr: 1.000e-04, eta: 1 day, 2:08:01, time: 0.476, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1911, s0.acc: 93.4668, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2434, s1.loss_cls: 0.0905, s1.acc: 93.6197, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1213, s2.loss_cls: 0.0434, s2.acc: 93.7309, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0570, loss: 1.2193 2022-06-15 09:23:48,122 - mmdet - INFO - Epoch [11][1150/7330] lr: 1.000e-04, eta: 1 day, 2:07:33, time: 0.469, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1840, s0.acc: 93.7925, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2435, s1.loss_cls: 0.0874, s1.acc: 93.8701, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1221, s2.loss_cls: 0.0426, s2.acc: 93.9076, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0576, loss: 1.2115 2022-06-15 09:24:11,520 - mmdet - INFO - Epoch [11][1200/7330] lr: 1.000e-04, eta: 1 day, 2:07:04, time: 0.469, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1821, s0.acc: 93.8994, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2446, s1.loss_cls: 0.0871, s1.acc: 94.0445, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1212, s2.loss_cls: 0.0427, s2.acc: 93.8944, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0565, loss: 1.2006 2022-06-15 09:24:35,149 - mmdet - INFO - Epoch [11][1250/7330] lr: 1.000e-04, eta: 1 day, 2:06:36, time: 0.470, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1902, s0.acc: 93.6033, s0.loss_bbox: 0.2581, s0.loss_mask: 0.2457, s1.loss_cls: 0.0900, s1.acc: 93.7273, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1228, s2.loss_cls: 0.0439, s2.acc: 93.7321, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0575, loss: 1.2280 2022-06-15 09:24:58,503 - mmdet - INFO - Epoch [11][1300/7330] lr: 1.000e-04, eta: 1 day, 2:06:08, time: 0.467, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1795, s0.acc: 93.7556, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2367, s1.loss_cls: 0.0864, s1.acc: 93.8307, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1185, s2.loss_cls: 0.0416, s2.acc: 93.8917, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0558, loss: 1.1647 2022-06-15 09:25:21,688 - mmdet - INFO - Epoch [11][1350/7330] lr: 1.000e-04, eta: 1 day, 2:05:39, time: 0.466, data_time: 0.023, memory: 16077, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1780, s0.acc: 93.9373, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2388, s1.loss_cls: 0.0843, s1.acc: 94.0968, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1179, s2.loss_cls: 0.0410, s2.acc: 94.0744, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0554, loss: 1.1739 2022-06-15 09:25:44,599 - mmdet - INFO - Epoch [11][1400/7330] lr: 1.000e-04, eta: 1 day, 2:05:09, time: 0.458, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1911, s0.acc: 93.5593, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2417, s1.loss_cls: 0.0920, s1.acc: 93.6345, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1195, s2.loss_cls: 0.0445, s2.acc: 93.6510, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0563, loss: 1.2121 2022-06-15 09:26:08,328 - mmdet - INFO - Epoch [11][1450/7330] lr: 1.000e-04, eta: 1 day, 2:04:42, time: 0.475, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1872, s0.acc: 93.7988, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2367, s1.loss_cls: 0.0888, s1.acc: 93.9570, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1171, s2.loss_cls: 0.0429, s2.acc: 94.0245, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0549, loss: 1.1934 2022-06-15 09:26:31,525 - mmdet - INFO - Epoch [11][1500/7330] lr: 1.000e-04, eta: 1 day, 2:04:13, time: 0.464, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1810, s0.acc: 93.9082, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2415, s1.loss_cls: 0.0851, s1.acc: 94.1172, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1193, s2.loss_cls: 0.0412, s2.acc: 94.1497, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0561, loss: 1.1705 2022-06-15 09:26:54,811 - mmdet - INFO - Epoch [11][1550/7330] lr: 1.000e-04, eta: 1 day, 2:03:44, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1885, s0.acc: 93.6333, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2390, s1.loss_cls: 0.0883, s1.acc: 93.8271, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1186, s2.loss_cls: 0.0428, s2.acc: 93.8394, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0556, loss: 1.2014 2022-06-15 09:27:18,236 - mmdet - INFO - Epoch [11][1600/7330] lr: 1.000e-04, eta: 1 day, 2:03:16, time: 0.469, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1834, s0.acc: 93.7058, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2419, s1.loss_cls: 0.0865, s1.acc: 93.8688, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1190, s2.loss_cls: 0.0420, s2.acc: 93.8134, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0558, loss: 1.2005 2022-06-15 09:27:41,820 - mmdet - INFO - Epoch [11][1650/7330] lr: 1.000e-04, eta: 1 day, 2:02:48, time: 0.472, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1830, s0.acc: 93.8777, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2380, s1.loss_cls: 0.0862, s1.acc: 94.0503, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1190, s2.loss_cls: 0.0411, s2.acc: 94.1448, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0560, loss: 1.1806 2022-06-15 09:28:05,214 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 09:28:05,215 - mmdet - INFO - Epoch [11][1700/7330] lr: 1.000e-04, eta: 1 day, 2:02:19, time: 0.468, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1813, s0.acc: 93.9070, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2392, s1.loss_cls: 0.0862, s1.acc: 94.0820, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1192, s2.loss_cls: 0.0422, s2.acc: 94.0490, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0565, loss: 1.1812 2022-06-15 09:28:28,396 - mmdet - INFO - Epoch [11][1750/7330] lr: 1.000e-04, eta: 1 day, 2:01:51, time: 0.464, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1790, s0.acc: 93.9087, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2429, s1.loss_cls: 0.0850, s1.acc: 94.0767, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1203, s2.loss_cls: 0.0415, s2.acc: 93.9667, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0567, loss: 1.1900 2022-06-15 09:28:51,543 - mmdet - INFO - Epoch [11][1800/7330] lr: 1.000e-04, eta: 1 day, 2:01:22, time: 0.463, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1784, s0.acc: 93.9709, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2360, s1.loss_cls: 0.0843, s1.acc: 94.1685, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1172, s2.loss_cls: 0.0421, s2.acc: 93.9798, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1588 2022-06-15 09:29:14,976 - mmdet - INFO - Epoch [11][1850/7330] lr: 1.000e-04, eta: 1 day, 2:00:53, time: 0.469, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1866, s0.acc: 93.6897, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2388, s1.loss_cls: 0.0881, s1.acc: 93.8440, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1182, s2.loss_cls: 0.0428, s2.acc: 93.9041, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0556, loss: 1.1962 2022-06-15 09:29:38,267 - mmdet - INFO - Epoch [11][1900/7330] lr: 1.000e-04, eta: 1 day, 2:00:25, time: 0.466, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1890, s0.acc: 93.6885, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2445, s1.loss_cls: 0.0917, s1.acc: 93.7201, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1209, s2.loss_cls: 0.0447, s2.acc: 93.6953, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0568, loss: 1.2184 2022-06-15 09:30:01,843 - mmdet - INFO - Epoch [11][1950/7330] lr: 1.000e-04, eta: 1 day, 1:59:57, time: 0.472, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1818, s0.acc: 93.8860, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2355, s1.loss_cls: 0.0867, s1.acc: 94.0085, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1172, s2.loss_cls: 0.0418, s2.acc: 94.1153, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0551, loss: 1.1629 2022-06-15 09:30:24,940 - mmdet - INFO - Epoch [11][2000/7330] lr: 1.000e-04, eta: 1 day, 1:59:28, time: 0.462, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1934, s0.acc: 93.4692, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2449, s1.loss_cls: 0.0928, s1.acc: 93.5562, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1217, s2.loss_cls: 0.0456, s2.acc: 93.5639, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0566, loss: 1.2295 2022-06-15 09:30:48,202 - mmdet - INFO - Epoch [11][2050/7330] lr: 1.000e-04, eta: 1 day, 1:58:59, time: 0.465, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1847, s0.acc: 93.7087, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2401, s1.loss_cls: 0.0873, s1.acc: 93.8600, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1194, s2.loss_cls: 0.0430, s2.acc: 93.8776, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0558, loss: 1.1999 2022-06-15 09:31:11,354 - mmdet - INFO - Epoch [11][2100/7330] lr: 1.000e-04, eta: 1 day, 1:58:30, time: 0.463, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1791, s0.acc: 93.9509, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2385, s1.loss_cls: 0.0853, s1.acc: 94.1037, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1193, s2.loss_cls: 0.0419, s2.acc: 94.1515, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0567, loss: 1.1736 2022-06-15 09:31:34,841 - mmdet - INFO - Epoch [11][2150/7330] lr: 1.000e-04, eta: 1 day, 1:58:02, time: 0.470, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1848, s0.acc: 93.7544, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2412, s1.loss_cls: 0.0883, s1.acc: 93.8897, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1200, s2.loss_cls: 0.0432, s2.acc: 93.8133, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0560, loss: 1.1945 2022-06-15 09:31:57,680 - mmdet - INFO - Epoch [11][2200/7330] lr: 1.000e-04, eta: 1 day, 1:57:32, time: 0.457, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1896, s0.acc: 93.6038, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2429, s1.loss_cls: 0.0896, s1.acc: 93.7220, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1205, s2.loss_cls: 0.0441, s2.acc: 93.6956, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0568, loss: 1.2137 2022-06-15 09:32:20,358 - mmdet - INFO - Epoch [11][2250/7330] lr: 1.000e-04, eta: 1 day, 1:57:02, time: 0.454, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1767, s0.acc: 94.0137, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2327, s1.loss_cls: 0.0847, s1.acc: 93.9889, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1166, s2.loss_cls: 0.0413, s2.acc: 93.9955, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0552, loss: 1.1543 2022-06-15 09:32:43,380 - mmdet - INFO - Epoch [11][2300/7330] lr: 1.000e-04, eta: 1 day, 1:56:33, time: 0.460, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1928, s0.acc: 93.5547, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2439, s1.loss_cls: 0.0901, s1.acc: 93.7129, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1196, s2.loss_cls: 0.0437, s2.acc: 93.6911, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0558, loss: 1.2219 2022-06-15 09:33:06,757 - mmdet - INFO - Epoch [11][2350/7330] lr: 1.000e-04, eta: 1 day, 1:56:05, time: 0.468, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1819, s0.acc: 93.7876, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2388, s1.loss_cls: 0.0858, s1.acc: 93.9522, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1182, s2.loss_cls: 0.0419, s2.acc: 93.8953, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0558, loss: 1.1942 2022-06-15 09:33:30,149 - mmdet - INFO - Epoch [11][2400/7330] lr: 1.000e-04, eta: 1 day, 1:55:36, time: 0.468, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1952, s0.acc: 93.5432, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2414, s1.loss_cls: 0.0919, s1.acc: 93.7434, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1198, s2.loss_cls: 0.0446, s2.acc: 93.7823, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0560, loss: 1.2241 2022-06-15 09:33:53,260 - mmdet - INFO - Epoch [11][2450/7330] lr: 1.000e-04, eta: 1 day, 1:55:07, time: 0.462, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1738, s0.acc: 94.1885, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2358, s1.loss_cls: 0.0829, s1.acc: 94.2825, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1183, s2.loss_cls: 0.0404, s2.acc: 94.3126, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0561, loss: 1.1423 2022-06-15 09:34:16,688 - mmdet - INFO - Epoch [11][2500/7330] lr: 1.000e-04, eta: 1 day, 1:54:39, time: 0.468, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1886, s0.acc: 93.7927, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2426, s1.loss_cls: 0.0884, s1.acc: 93.9845, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1197, s2.loss_cls: 0.0423, s2.acc: 94.1401, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0558, loss: 1.1952 2022-06-15 09:34:40,072 - mmdet - INFO - Epoch [11][2550/7330] lr: 1.000e-04, eta: 1 day, 1:54:11, time: 0.468, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1830, s0.acc: 93.9131, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2414, s1.loss_cls: 0.0867, s1.acc: 94.0946, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1191, s2.loss_cls: 0.0420, s2.acc: 94.0908, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0560, loss: 1.1799 2022-06-15 09:35:03,961 - mmdet - INFO - Epoch [11][2600/7330] lr: 1.000e-04, eta: 1 day, 1:53:44, time: 0.477, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1892, s0.acc: 93.5815, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2438, s1.loss_cls: 0.0904, s1.acc: 93.6987, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1194, s2.loss_cls: 0.0441, s2.acc: 93.7162, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0558, loss: 1.2118 2022-06-15 09:35:27,211 - mmdet - INFO - Epoch [11][2650/7330] lr: 1.000e-04, eta: 1 day, 1:53:15, time: 0.466, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1919, s0.acc: 93.5017, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2423, s1.loss_cls: 0.0909, s1.acc: 93.6339, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1204, s2.loss_cls: 0.0445, s2.acc: 93.5787, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0565, loss: 1.2275 2022-06-15 09:35:50,201 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 09:35:50,207 - mmdet - INFO - Epoch [11][2700/7330] lr: 1.000e-04, eta: 1 day, 1:52:46, time: 0.460, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1837, s0.acc: 93.8545, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2390, s1.loss_cls: 0.0870, s1.acc: 94.0171, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1189, s2.loss_cls: 0.0427, s2.acc: 93.9889, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0558, loss: 1.1859 2022-06-15 09:36:13,922 - mmdet - INFO - Epoch [11][2750/7330] lr: 1.000e-04, eta: 1 day, 1:52:18, time: 0.475, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1855, s0.acc: 93.8594, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2429, s1.loss_cls: 0.0876, s1.acc: 93.9236, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1189, s2.loss_cls: 0.0423, s2.acc: 93.9568, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0558, loss: 1.1820 2022-06-15 09:36:37,452 - mmdet - INFO - Epoch [11][2800/7330] lr: 1.000e-04, eta: 1 day, 1:51:50, time: 0.471, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1861, s0.acc: 93.7871, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2404, s1.loss_cls: 0.0876, s1.acc: 93.9633, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1189, s2.loss_cls: 0.0425, s2.acc: 94.0197, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0560, loss: 1.2006 2022-06-15 09:37:00,938 - mmdet - INFO - Epoch [11][2850/7330] lr: 1.000e-04, eta: 1 day, 1:51:22, time: 0.469, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1801, s0.acc: 93.9934, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2370, s1.loss_cls: 0.0843, s1.acc: 94.2329, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1174, s2.loss_cls: 0.0405, s2.acc: 94.2971, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0548, loss: 1.1583 2022-06-15 09:37:24,536 - mmdet - INFO - Epoch [11][2900/7330] lr: 1.000e-04, eta: 1 day, 1:50:55, time: 0.472, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1792, s0.acc: 93.9734, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2395, s1.loss_cls: 0.0853, s1.acc: 94.1724, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1190, s2.loss_cls: 0.0415, s2.acc: 94.1843, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0558, loss: 1.1719 2022-06-15 09:37:48,343 - mmdet - INFO - Epoch [11][2950/7330] lr: 1.000e-04, eta: 1 day, 1:50:27, time: 0.476, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1833, s0.acc: 93.6196, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2400, s1.loss_cls: 0.0869, s1.acc: 93.6799, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1195, s2.loss_cls: 0.0429, s2.acc: 93.6727, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0565, loss: 1.1895 2022-06-15 09:38:11,879 - mmdet - INFO - Epoch [11][3000/7330] lr: 1.000e-04, eta: 1 day, 1:50:00, time: 0.471, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1889, s0.acc: 93.6965, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2418, s1.loss_cls: 0.0911, s1.acc: 93.7010, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1199, s2.loss_cls: 0.0433, s2.acc: 93.8058, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0563, loss: 1.1962 2022-06-15 09:38:35,701 - mmdet - INFO - Epoch [11][3050/7330] lr: 1.000e-04, eta: 1 day, 1:49:32, time: 0.476, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1849, s0.acc: 93.7268, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2436, s1.loss_cls: 0.0882, s1.acc: 93.8477, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1184, s2.loss_cls: 0.0428, s2.acc: 93.8757, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0548, loss: 1.1919 2022-06-15 09:38:59,175 - mmdet - INFO - Epoch [11][3100/7330] lr: 1.000e-04, eta: 1 day, 1:49:04, time: 0.470, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1868, s0.acc: 93.8459, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2405, s1.loss_cls: 0.0882, s1.acc: 93.9833, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1196, s2.loss_cls: 0.0426, s2.acc: 93.9472, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0560, loss: 1.1966 2022-06-15 09:39:23,186 - mmdet - INFO - Epoch [11][3150/7330] lr: 1.000e-04, eta: 1 day, 1:48:38, time: 0.480, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1836, s0.acc: 93.6553, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2387, s1.loss_cls: 0.0880, s1.acc: 93.7811, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1185, s2.loss_cls: 0.0430, s2.acc: 93.7093, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0555, loss: 1.2044 2022-06-15 09:39:46,777 - mmdet - INFO - Epoch [11][3200/7330] lr: 1.000e-04, eta: 1 day, 1:48:10, time: 0.472, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1825, s0.acc: 93.9331, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2403, s1.loss_cls: 0.0854, s1.acc: 94.1703, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1199, s2.loss_cls: 0.0418, s2.acc: 94.0934, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0565, loss: 1.1842 2022-06-15 09:40:10,549 - mmdet - INFO - Epoch [11][3250/7330] lr: 1.000e-04, eta: 1 day, 1:47:43, time: 0.475, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1945, s0.acc: 93.5076, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2438, s1.loss_cls: 0.0927, s1.acc: 93.6785, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1197, s2.loss_cls: 0.0451, s2.acc: 93.6219, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0564, loss: 1.2141 2022-06-15 09:40:33,930 - mmdet - INFO - Epoch [11][3300/7330] lr: 1.000e-04, eta: 1 day, 1:47:15, time: 0.468, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1907, s0.acc: 93.6274, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2365, s1.loss_cls: 0.0900, s1.acc: 93.8246, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1182, s2.loss_cls: 0.0441, s2.acc: 93.5635, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0558, loss: 1.1928 2022-06-15 09:40:57,192 - mmdet - INFO - Epoch [11][3350/7330] lr: 1.000e-04, eta: 1 day, 1:46:46, time: 0.465, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1821, s0.acc: 93.8613, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2419, s1.loss_cls: 0.0864, s1.acc: 93.9603, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1205, s2.loss_cls: 0.0416, s2.acc: 94.0609, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0563, loss: 1.1878 2022-06-15 09:41:20,321 - mmdet - INFO - Epoch [11][3400/7330] lr: 1.000e-04, eta: 1 day, 1:46:17, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1865, s0.acc: 93.8516, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2339, s1.loss_cls: 0.0890, s1.acc: 93.9470, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1173, s2.loss_cls: 0.0438, s2.acc: 93.8645, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0549, loss: 1.1752 2022-06-15 09:41:44,073 - mmdet - INFO - Epoch [11][3450/7330] lr: 1.000e-04, eta: 1 day, 1:45:50, time: 0.475, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1847, s0.acc: 93.6714, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2388, s1.loss_cls: 0.0886, s1.acc: 93.8144, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1180, s2.loss_cls: 0.0428, s2.acc: 93.9032, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0554, loss: 1.1911 2022-06-15 09:42:07,795 - mmdet - INFO - Epoch [11][3500/7330] lr: 1.000e-04, eta: 1 day, 1:45:23, time: 0.474, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1822, s0.acc: 93.7048, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2396, s1.loss_cls: 0.0859, s1.acc: 93.9023, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1200, s2.loss_cls: 0.0417, s2.acc: 93.9706, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0569, loss: 1.1893 2022-06-15 09:42:31,057 - mmdet - INFO - Epoch [11][3550/7330] lr: 1.000e-04, eta: 1 day, 1:44:54, time: 0.465, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1884, s0.acc: 93.7183, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2409, s1.loss_cls: 0.0899, s1.acc: 93.8446, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1177, s2.loss_cls: 0.0427, s2.acc: 93.9285, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0551, loss: 1.1955 2022-06-15 09:42:54,497 - mmdet - INFO - Epoch [11][3600/7330] lr: 1.000e-04, eta: 1 day, 1:44:26, time: 0.469, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1900, s0.acc: 93.5618, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2458, s1.loss_cls: 0.0905, s1.acc: 93.6801, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1211, s2.loss_cls: 0.0441, s2.acc: 93.7042, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0566, loss: 1.2216 2022-06-15 09:43:17,816 - mmdet - INFO - Epoch [11][3650/7330] lr: 1.000e-04, eta: 1 day, 1:43:58, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1902, s0.acc: 93.6338, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2418, s1.loss_cls: 0.0905, s1.acc: 93.7248, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1187, s2.loss_cls: 0.0435, s2.acc: 93.7390, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0559, loss: 1.2029 2022-06-15 09:43:40,913 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 09:43:40,920 - mmdet - INFO - Epoch [11][3700/7330] lr: 1.000e-04, eta: 1 day, 1:43:29, time: 0.462, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1839, s0.acc: 93.8691, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2430, s1.loss_cls: 0.0867, s1.acc: 94.0358, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1197, s2.loss_cls: 0.0424, s2.acc: 94.0339, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0561, loss: 1.1869 2022-06-15 09:44:04,097 - mmdet - INFO - Epoch [11][3750/7330] lr: 1.000e-04, eta: 1 day, 1:43:00, time: 0.464, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1892, s0.acc: 93.7351, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2443, s1.loss_cls: 0.0898, s1.acc: 93.8092, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1208, s2.loss_cls: 0.0439, s2.acc: 93.8412, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0571, loss: 1.2124 2022-06-15 09:44:26,941 - mmdet - INFO - Epoch [11][3800/7330] lr: 1.000e-04, eta: 1 day, 1:42:31, time: 0.457, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1896, s0.acc: 93.4856, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2390, s1.loss_cls: 0.0905, s1.acc: 93.5942, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1180, s2.loss_cls: 0.0441, s2.acc: 93.6339, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0555, loss: 1.2074 2022-06-15 09:44:50,391 - mmdet - INFO - Epoch [11][3850/7330] lr: 1.000e-04, eta: 1 day, 1:42:03, time: 0.469, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1911, s0.acc: 93.5288, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2464, s1.loss_cls: 0.0912, s1.acc: 93.5923, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1218, s2.loss_cls: 0.0441, s2.acc: 93.6869, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0576, loss: 1.2291 2022-06-15 09:45:13,467 - mmdet - INFO - Epoch [11][3900/7330] lr: 1.000e-04, eta: 1 day, 1:41:34, time: 0.460, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1902, s0.acc: 93.5740, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2387, s1.loss_cls: 0.0902, s1.acc: 93.7488, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1195, s2.loss_cls: 0.0441, s2.acc: 93.7328, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0562, loss: 1.2084 2022-06-15 09:45:36,246 - mmdet - INFO - Epoch [11][3950/7330] lr: 1.000e-04, eta: 1 day, 1:41:04, time: 0.457, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1706, s0.acc: 94.2632, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2360, s1.loss_cls: 0.0823, s1.acc: 94.2358, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1172, s2.loss_cls: 0.0403, s2.acc: 94.1583, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0555, loss: 1.1342 2022-06-15 09:45:59,779 - mmdet - INFO - Epoch [11][4000/7330] lr: 1.000e-04, eta: 1 day, 1:40:36, time: 0.468, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1859, s0.acc: 93.7742, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2371, s1.loss_cls: 0.0887, s1.acc: 93.8565, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1174, s2.loss_cls: 0.0432, s2.acc: 93.8681, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1798 2022-06-15 09:46:22,727 - mmdet - INFO - Epoch [11][4050/7330] lr: 1.000e-04, eta: 1 day, 1:40:07, time: 0.461, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1844, s0.acc: 93.7661, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2396, s1.loss_cls: 0.0881, s1.acc: 93.8856, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1197, s2.loss_cls: 0.0430, s2.acc: 93.8597, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0559, loss: 1.1909 2022-06-15 09:46:45,239 - mmdet - INFO - Epoch [11][4100/7330] lr: 1.000e-04, eta: 1 day, 1:39:37, time: 0.450, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1741, s0.acc: 94.1804, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2353, s1.loss_cls: 0.0813, s1.acc: 94.3568, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1164, s2.loss_cls: 0.0401, s2.acc: 94.2923, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0550, loss: 1.1456 2022-06-15 09:47:08,183 - mmdet - INFO - Epoch [11][4150/7330] lr: 1.000e-04, eta: 1 day, 1:39:08, time: 0.458, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1857, s0.acc: 93.7876, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2371, s1.loss_cls: 0.0886, s1.acc: 93.9162, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1179, s2.loss_cls: 0.0427, s2.acc: 94.0035, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0553, loss: 1.1770 2022-06-15 09:47:31,203 - mmdet - INFO - Epoch [11][4200/7330] lr: 1.000e-04, eta: 1 day, 1:38:39, time: 0.461, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1868, s0.acc: 93.7288, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2431, s1.loss_cls: 0.0880, s1.acc: 93.9546, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1218, s2.loss_cls: 0.0428, s2.acc: 93.9536, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0575, loss: 1.2154 2022-06-15 09:47:53,806 - mmdet - INFO - Epoch [11][4250/7330] lr: 1.000e-04, eta: 1 day, 1:38:09, time: 0.452, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1783, s0.acc: 94.1055, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2371, s1.loss_cls: 0.0838, s1.acc: 94.3505, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1171, s2.loss_cls: 0.0401, s2.acc: 94.3046, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0550, loss: 1.1481 2022-06-15 09:48:17,040 - mmdet - INFO - Epoch [11][4300/7330] lr: 1.000e-04, eta: 1 day, 1:37:41, time: 0.465, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1929, s0.acc: 93.5046, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2447, s1.loss_cls: 0.0915, s1.acc: 93.7273, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1223, s2.loss_cls: 0.0441, s2.acc: 93.7177, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0577, loss: 1.2235 2022-06-15 09:48:39,563 - mmdet - INFO - Epoch [11][4350/7330] lr: 1.000e-04, eta: 1 day, 1:37:10, time: 0.450, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1789, s0.acc: 93.9399, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2374, s1.loss_cls: 0.0840, s1.acc: 94.1111, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1169, s2.loss_cls: 0.0410, s2.acc: 94.0498, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0548, loss: 1.1610 2022-06-15 09:49:02,477 - mmdet - INFO - Epoch [11][4400/7330] lr: 1.000e-04, eta: 1 day, 1:36:41, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1817, s0.acc: 93.8445, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2415, s1.loss_cls: 0.0856, s1.acc: 93.9627, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1200, s2.loss_cls: 0.0422, s2.acc: 93.9291, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0564, loss: 1.1919 2022-06-15 09:49:25,427 - mmdet - INFO - Epoch [11][4450/7330] lr: 1.000e-04, eta: 1 day, 1:36:12, time: 0.458, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1983, s0.acc: 93.3503, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2445, s1.loss_cls: 0.0948, s1.acc: 93.4064, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1203, s2.loss_cls: 0.0458, s2.acc: 93.4527, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0564, loss: 1.2337 2022-06-15 09:49:48,379 - mmdet - INFO - Epoch [11][4500/7330] lr: 1.000e-04, eta: 1 day, 1:35:43, time: 0.460, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1795, s0.acc: 93.8987, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2408, s1.loss_cls: 0.0853, s1.acc: 94.0609, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1192, s2.loss_cls: 0.0420, s2.acc: 93.9924, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0558, loss: 1.1762 2022-06-15 09:50:11,052 - mmdet - INFO - Epoch [11][4550/7330] lr: 1.000e-04, eta: 1 day, 1:35:13, time: 0.453, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1899, s0.acc: 93.6011, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2399, s1.loss_cls: 0.0898, s1.acc: 93.8407, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1184, s2.loss_cls: 0.0435, s2.acc: 93.8587, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0559, loss: 1.2043 2022-06-15 09:50:33,987 - mmdet - INFO - Epoch [11][4600/7330] lr: 1.000e-04, eta: 1 day, 1:34:44, time: 0.459, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1885, s0.acc: 93.6860, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2395, s1.loss_cls: 0.0888, s1.acc: 93.8435, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1183, s2.loss_cls: 0.0432, s2.acc: 93.7973, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0558, loss: 1.2048 2022-06-15 09:50:57,032 - mmdet - INFO - Epoch [11][4650/7330] lr: 1.000e-04, eta: 1 day, 1:34:15, time: 0.460, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1860, s0.acc: 93.7842, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2370, s1.loss_cls: 0.0870, s1.acc: 93.9417, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1162, s2.loss_cls: 0.0428, s2.acc: 93.8965, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0542, loss: 1.1809 2022-06-15 09:51:20,506 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 09:51:20,507 - mmdet - INFO - Epoch [11][4700/7330] lr: 1.000e-04, eta: 1 day, 1:33:48, time: 0.470, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1824, s0.acc: 93.9270, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2389, s1.loss_cls: 0.0861, s1.acc: 94.0773, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1184, s2.loss_cls: 0.0418, s2.acc: 94.1345, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0556, loss: 1.1840 2022-06-15 09:51:43,841 - mmdet - INFO - Epoch [11][4750/7330] lr: 1.000e-04, eta: 1 day, 1:33:19, time: 0.463, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1813, s0.acc: 93.8152, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2450, s1.loss_cls: 0.0865, s1.acc: 93.9326, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1206, s2.loss_cls: 0.0428, s2.acc: 93.8335, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0567, loss: 1.1855 2022-06-15 09:52:07,036 - mmdet - INFO - Epoch [11][4800/7330] lr: 1.000e-04, eta: 1 day, 1:32:51, time: 0.467, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1806, s0.acc: 93.9026, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2395, s1.loss_cls: 0.0852, s1.acc: 94.1514, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1181, s2.loss_cls: 0.0421, s2.acc: 94.0583, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0553, loss: 1.1824 2022-06-15 09:52:30,449 - mmdet - INFO - Epoch [11][4850/7330] lr: 1.000e-04, eta: 1 day, 1:32:23, time: 0.468, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1904, s0.acc: 93.6399, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2369, s1.loss_cls: 0.0901, s1.acc: 93.7497, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1170, s2.loss_cls: 0.0438, s2.acc: 93.7527, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0549, loss: 1.1919 2022-06-15 09:52:53,916 - mmdet - INFO - Epoch [11][4900/7330] lr: 1.000e-04, eta: 1 day, 1:31:55, time: 0.469, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1822, s0.acc: 93.8127, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2392, s1.loss_cls: 0.0880, s1.acc: 93.9037, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1189, s2.loss_cls: 0.0431, s2.acc: 93.9012, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0560, loss: 1.1858 2022-06-15 09:53:16,889 - mmdet - INFO - Epoch [11][4950/7330] lr: 1.000e-04, eta: 1 day, 1:31:26, time: 0.459, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1852, s0.acc: 93.7209, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2435, s1.loss_cls: 0.0896, s1.acc: 93.7232, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1209, s2.loss_cls: 0.0433, s2.acc: 93.7465, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0571, loss: 1.2071 2022-06-15 09:53:40,444 - mmdet - INFO - Epoch [11][5000/7330] lr: 1.000e-04, eta: 1 day, 1:30:59, time: 0.471, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1891, s0.acc: 93.6895, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2431, s1.loss_cls: 0.0900, s1.acc: 93.8505, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1192, s2.loss_cls: 0.0438, s2.acc: 93.8576, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0556, loss: 1.2091 2022-06-15 09:54:03,881 - mmdet - INFO - Epoch [11][5050/7330] lr: 1.000e-04, eta: 1 day, 1:30:31, time: 0.469, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1816, s0.acc: 93.8452, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2407, s1.loss_cls: 0.0859, s1.acc: 94.0454, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1184, s2.loss_cls: 0.0420, s2.acc: 94.0228, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0558, loss: 1.1895 2022-06-15 09:54:27,653 - mmdet - INFO - Epoch [11][5100/7330] lr: 1.000e-04, eta: 1 day, 1:30:04, time: 0.475, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1815, s0.acc: 93.9766, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2412, s1.loss_cls: 0.0863, s1.acc: 94.2337, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1189, s2.loss_cls: 0.0425, s2.acc: 94.0494, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0555, loss: 1.1762 2022-06-15 09:54:51,874 - mmdet - INFO - Epoch [11][5150/7330] lr: 1.000e-04, eta: 1 day, 1:29:38, time: 0.484, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.2025, s0.acc: 93.1138, s0.loss_bbox: 0.2655, s0.loss_mask: 0.2464, s1.loss_cls: 0.0960, s1.acc: 93.2641, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1210, s2.loss_cls: 0.0461, s2.acc: 93.3534, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0564, loss: 1.2611 2022-06-15 09:55:15,182 - mmdet - INFO - Epoch [11][5200/7330] lr: 1.000e-04, eta: 1 day, 1:29:10, time: 0.466, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1801, s0.acc: 93.8979, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2378, s1.loss_cls: 0.0873, s1.acc: 93.9234, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1176, s2.loss_cls: 0.0425, s2.acc: 93.8571, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1643 2022-06-15 09:55:38,347 - mmdet - INFO - Epoch [11][5250/7330] lr: 1.000e-04, eta: 1 day, 1:28:41, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1905, s0.acc: 93.6123, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2395, s1.loss_cls: 0.0912, s1.acc: 93.6692, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1196, s2.loss_cls: 0.0444, s2.acc: 93.6483, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0560, loss: 1.2008 2022-06-15 09:56:02,081 - mmdet - INFO - Epoch [11][5300/7330] lr: 1.000e-04, eta: 1 day, 1:28:14, time: 0.475, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1921, s0.acc: 93.6082, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2398, s1.loss_cls: 0.0927, s1.acc: 93.6863, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1184, s2.loss_cls: 0.0448, s2.acc: 93.6984, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0559, loss: 1.2104 2022-06-15 09:56:25,289 - mmdet - INFO - Epoch [11][5350/7330] lr: 1.000e-04, eta: 1 day, 1:27:46, time: 0.464, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1863, s0.acc: 93.7834, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2379, s1.loss_cls: 0.0889, s1.acc: 93.8951, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1191, s2.loss_cls: 0.0430, s2.acc: 93.9042, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0563, loss: 1.1917 2022-06-15 09:56:48,814 - mmdet - INFO - Epoch [11][5400/7330] lr: 1.000e-04, eta: 1 day, 1:27:18, time: 0.471, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1899, s0.acc: 93.6968, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2379, s1.loss_cls: 0.0893, s1.acc: 93.9734, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1167, s2.loss_cls: 0.0435, s2.acc: 93.9436, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0551, loss: 1.1982 2022-06-15 09:57:12,189 - mmdet - INFO - Epoch [11][5450/7330] lr: 1.000e-04, eta: 1 day, 1:26:50, time: 0.467, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1770, s0.acc: 93.9229, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2368, s1.loss_cls: 0.0841, s1.acc: 94.0123, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1180, s2.loss_cls: 0.0417, s2.acc: 93.9546, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0555, loss: 1.1632 2022-06-15 09:57:34,788 - mmdet - INFO - Epoch [11][5500/7330] lr: 1.000e-04, eta: 1 day, 1:26:20, time: 0.452, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1890, s0.acc: 93.6941, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2430, s1.loss_cls: 0.0883, s1.acc: 93.9627, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1208, s2.loss_cls: 0.0425, s2.acc: 93.9231, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0567, loss: 1.2064 2022-06-15 09:57:57,577 - mmdet - INFO - Epoch [11][5550/7330] lr: 1.000e-04, eta: 1 day, 1:25:51, time: 0.456, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1876, s0.acc: 93.7205, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2369, s1.loss_cls: 0.0904, s1.acc: 93.8925, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1182, s2.loss_cls: 0.0441, s2.acc: 93.9664, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0556, loss: 1.1941 2022-06-15 09:58:21,145 - mmdet - INFO - Epoch [11][5600/7330] lr: 1.000e-04, eta: 1 day, 1:25:23, time: 0.471, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1969, s0.acc: 93.4744, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2445, s1.loss_cls: 0.0935, s1.acc: 93.6311, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1216, s2.loss_cls: 0.0448, s2.acc: 93.7299, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0570, loss: 1.2370 2022-06-15 09:58:44,292 - mmdet - INFO - Epoch [11][5650/7330] lr: 1.000e-04, eta: 1 day, 1:24:55, time: 0.463, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1885, s0.acc: 93.6721, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2376, s1.loss_cls: 0.0890, s1.acc: 93.8938, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1178, s2.loss_cls: 0.0438, s2.acc: 93.6998, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0554, loss: 1.2006 2022-06-15 09:59:07,363 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 09:59:07,368 - mmdet - INFO - Epoch [11][5700/7330] lr: 1.000e-04, eta: 1 day, 1:24:26, time: 0.461, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1869, s0.acc: 93.7483, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2380, s1.loss_cls: 0.0894, s1.acc: 93.8101, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1172, s2.loss_cls: 0.0435, s2.acc: 93.7480, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0554, loss: 1.1867 2022-06-15 09:59:30,475 - mmdet - INFO - Epoch [11][5750/7330] lr: 1.000e-04, eta: 1 day, 1:23:58, time: 0.462, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1931, s0.acc: 93.5371, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2434, s1.loss_cls: 0.0936, s1.acc: 93.5910, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1192, s2.loss_cls: 0.0451, s2.acc: 93.6181, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0558, loss: 1.2161 2022-06-15 09:59:53,760 - mmdet - INFO - Epoch [11][5800/7330] lr: 1.000e-04, eta: 1 day, 1:23:30, time: 0.465, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1945, s0.acc: 93.4922, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2401, s1.loss_cls: 0.0923, s1.acc: 93.6600, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1193, s2.loss_cls: 0.0449, s2.acc: 93.6163, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0556, loss: 1.2243 2022-06-15 10:00:17,298 - mmdet - INFO - Epoch [11][5850/7330] lr: 1.000e-04, eta: 1 day, 1:23:02, time: 0.471, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1836, s0.acc: 93.8823, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2341, s1.loss_cls: 0.0861, s1.acc: 94.1470, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1172, s2.loss_cls: 0.0416, s2.acc: 94.0273, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0553, loss: 1.1691 2022-06-15 10:00:40,293 - mmdet - INFO - Epoch [11][5900/7330] lr: 1.000e-04, eta: 1 day, 1:22:33, time: 0.460, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1771, s0.acc: 93.8916, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2424, s1.loss_cls: 0.0838, s1.acc: 94.1250, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1207, s2.loss_cls: 0.0407, s2.acc: 94.2074, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0569, loss: 1.1925 2022-06-15 10:01:03,193 - mmdet - INFO - Epoch [11][5950/7330] lr: 1.000e-04, eta: 1 day, 1:22:04, time: 0.458, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1824, s0.acc: 93.7134, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2365, s1.loss_cls: 0.0870, s1.acc: 93.8894, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1176, s2.loss_cls: 0.0423, s2.acc: 93.8452, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0546, loss: 1.1860 2022-06-15 10:01:26,213 - mmdet - INFO - Epoch [11][6000/7330] lr: 1.000e-04, eta: 1 day, 1:21:36, time: 0.460, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1883, s0.acc: 93.6226, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2384, s1.loss_cls: 0.0895, s1.acc: 93.7314, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1181, s2.loss_cls: 0.0431, s2.acc: 93.7742, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0550, loss: 1.2047 2022-06-15 10:01:49,759 - mmdet - INFO - Epoch [11][6050/7330] lr: 1.000e-04, eta: 1 day, 1:21:08, time: 0.471, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1889, s0.acc: 93.5959, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2413, s1.loss_cls: 0.0909, s1.acc: 93.6935, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1195, s2.loss_cls: 0.0441, s2.acc: 93.6217, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0564, loss: 1.1996 2022-06-15 10:02:12,555 - mmdet - INFO - Epoch [11][6100/7330] lr: 1.000e-04, eta: 1 day, 1:20:39, time: 0.456, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1752, s0.acc: 94.0623, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2282, s1.loss_cls: 0.0838, s1.acc: 94.2158, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1142, s2.loss_cls: 0.0410, s2.acc: 94.1707, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0538, loss: 1.1402 2022-06-15 10:02:35,378 - mmdet - INFO - Epoch [11][6150/7330] lr: 1.000e-04, eta: 1 day, 1:20:10, time: 0.456, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1778, s0.acc: 93.9199, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2430, s1.loss_cls: 0.0850, s1.acc: 93.9921, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1198, s2.loss_cls: 0.0418, s2.acc: 93.9930, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0564, loss: 1.1803 2022-06-15 10:02:58,640 - mmdet - INFO - Epoch [11][6200/7330] lr: 1.000e-04, eta: 1 day, 1:19:42, time: 0.465, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1797, s0.acc: 94.0405, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2346, s1.loss_cls: 0.0856, s1.acc: 94.2108, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1171, s2.loss_cls: 0.0414, s2.acc: 94.2259, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0552, loss: 1.1539 2022-06-15 10:03:22,499 - mmdet - INFO - Epoch [11][6250/7330] lr: 1.000e-04, eta: 1 day, 1:19:15, time: 0.477, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1792, s0.acc: 94.0308, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2398, s1.loss_cls: 0.0849, s1.acc: 94.1945, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1199, s2.loss_cls: 0.0419, s2.acc: 94.0086, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0564, loss: 1.1670 2022-06-15 10:03:45,442 - mmdet - INFO - Epoch [11][6300/7330] lr: 1.000e-04, eta: 1 day, 1:18:46, time: 0.459, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1848, s0.acc: 93.7964, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2385, s1.loss_cls: 0.0882, s1.acc: 93.9419, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1191, s2.loss_cls: 0.0431, s2.acc: 93.8669, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0560, loss: 1.1879 2022-06-15 10:04:08,604 - mmdet - INFO - Epoch [11][6350/7330] lr: 1.000e-04, eta: 1 day, 1:18:18, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1842, s0.acc: 93.8411, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2363, s1.loss_cls: 0.0885, s1.acc: 93.9833, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1177, s2.loss_cls: 0.0428, s2.acc: 94.0099, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0553, loss: 1.1820 2022-06-15 10:04:31,236 - mmdet - INFO - Epoch [11][6400/7330] lr: 1.000e-04, eta: 1 day, 1:17:48, time: 0.453, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1885, s0.acc: 93.7188, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2382, s1.loss_cls: 0.0898, s1.acc: 93.8061, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1192, s2.loss_cls: 0.0432, s2.acc: 93.8972, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0566, loss: 1.1939 2022-06-15 10:04:54,036 - mmdet - INFO - Epoch [11][6450/7330] lr: 1.000e-04, eta: 1 day, 1:17:19, time: 0.456, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1838, s0.acc: 93.7500, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2347, s1.loss_cls: 0.0876, s1.acc: 93.8472, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1159, s2.loss_cls: 0.0429, s2.acc: 93.8486, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1686 2022-06-15 10:05:16,967 - mmdet - INFO - Epoch [11][6500/7330] lr: 1.000e-04, eta: 1 day, 1:16:50, time: 0.458, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1796, s0.acc: 94.0518, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2412, s1.loss_cls: 0.0869, s1.acc: 94.0918, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1200, s2.loss_cls: 0.0428, s2.acc: 94.0435, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0565, loss: 1.1749 2022-06-15 10:05:39,848 - mmdet - INFO - Epoch [11][6550/7330] lr: 1.000e-04, eta: 1 day, 1:16:21, time: 0.457, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1894, s0.acc: 93.6582, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2422, s1.loss_cls: 0.0914, s1.acc: 93.6911, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1202, s2.loss_cls: 0.0444, s2.acc: 93.6161, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0558, loss: 1.2129 2022-06-15 10:06:02,918 - mmdet - INFO - Epoch [11][6600/7330] lr: 1.000e-04, eta: 1 day, 1:15:53, time: 0.461, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1886, s0.acc: 93.6331, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2383, s1.loss_cls: 0.0906, s1.acc: 93.7485, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1187, s2.loss_cls: 0.0445, s2.acc: 93.6719, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0559, loss: 1.2032 2022-06-15 10:06:25,929 - mmdet - INFO - Epoch [11][6650/7330] lr: 1.000e-04, eta: 1 day, 1:15:24, time: 0.461, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1849, s0.acc: 93.7739, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2398, s1.loss_cls: 0.0869, s1.acc: 94.0546, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1188, s2.loss_cls: 0.0430, s2.acc: 93.9562, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0555, loss: 1.1881 2022-06-15 10:06:49,273 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 10:06:49,274 - mmdet - INFO - Epoch [11][6700/7330] lr: 1.000e-04, eta: 1 day, 1:14:56, time: 0.467, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1901, s0.acc: 93.7830, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2329, s1.loss_cls: 0.0897, s1.acc: 93.9246, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1168, s2.loss_cls: 0.0439, s2.acc: 93.8867, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0552, loss: 1.1919 2022-06-15 10:07:12,757 - mmdet - INFO - Epoch [11][6750/7330] lr: 1.000e-04, eta: 1 day, 1:14:29, time: 0.470, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2007, s0.acc: 93.2856, s0.loss_bbox: 0.2593, s0.loss_mask: 0.2433, s1.loss_cls: 0.0950, s1.acc: 93.4683, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1200, s2.loss_cls: 0.0464, s2.acc: 93.4689, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0563, loss: 1.2463 2022-06-15 10:07:36,310 - mmdet - INFO - Epoch [11][6800/7330] lr: 1.000e-04, eta: 1 day, 1:14:01, time: 0.469, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1788, s0.acc: 94.0740, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2325, s1.loss_cls: 0.0848, s1.acc: 94.1744, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1148, s2.loss_cls: 0.0410, s2.acc: 94.3633, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1455 2022-06-15 10:07:59,511 - mmdet - INFO - Epoch [11][6850/7330] lr: 1.000e-04, eta: 1 day, 1:13:33, time: 0.466, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1909, s0.acc: 93.5364, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2346, s1.loss_cls: 0.0916, s1.acc: 93.6150, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1169, s2.loss_cls: 0.0449, s2.acc: 93.6075, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0549, loss: 1.2023 2022-06-15 10:08:22,892 - mmdet - INFO - Epoch [11][6900/7330] lr: 1.000e-04, eta: 1 day, 1:13:05, time: 0.468, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1940, s0.acc: 93.5503, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2420, s1.loss_cls: 0.0906, s1.acc: 93.8137, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1190, s2.loss_cls: 0.0442, s2.acc: 93.8803, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0558, loss: 1.2110 2022-06-15 10:08:45,829 - mmdet - INFO - Epoch [11][6950/7330] lr: 1.000e-04, eta: 1 day, 1:12:36, time: 0.459, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1863, s0.acc: 93.7839, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2403, s1.loss_cls: 0.0898, s1.acc: 93.8207, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1185, s2.loss_cls: 0.0440, s2.acc: 93.8128, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0555, loss: 1.1815 2022-06-15 10:09:08,921 - mmdet - INFO - Epoch [11][7000/7330] lr: 1.000e-04, eta: 1 day, 1:12:08, time: 0.462, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1863, s0.acc: 93.7097, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2434, s1.loss_cls: 0.0889, s1.acc: 93.8810, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1206, s2.loss_cls: 0.0435, s2.acc: 93.7969, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0566, loss: 1.2048 2022-06-15 10:09:31,892 - mmdet - INFO - Epoch [11][7050/7330] lr: 1.000e-04, eta: 1 day, 1:11:39, time: 0.459, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1825, s0.acc: 93.9524, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2406, s1.loss_cls: 0.0877, s1.acc: 93.9837, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1195, s2.loss_cls: 0.0425, s2.acc: 93.9196, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0566, loss: 1.1714 2022-06-15 10:09:54,488 - mmdet - INFO - Epoch [11][7100/7330] lr: 1.000e-04, eta: 1 day, 1:11:10, time: 0.452, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1770, s0.acc: 94.1367, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2350, s1.loss_cls: 0.0827, s1.acc: 94.2485, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1158, s2.loss_cls: 0.0401, s2.acc: 94.2680, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0542, loss: 1.1398 2022-06-15 10:10:17,830 - mmdet - INFO - Epoch [11][7150/7330] lr: 1.000e-04, eta: 1 day, 1:10:42, time: 0.467, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1857, s0.acc: 93.8005, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2407, s1.loss_cls: 0.0873, s1.acc: 93.9488, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1190, s2.loss_cls: 0.0427, s2.acc: 93.8301, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0556, loss: 1.1764 2022-06-15 10:10:40,684 - mmdet - INFO - Epoch [11][7200/7330] lr: 1.000e-04, eta: 1 day, 1:10:13, time: 0.457, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1792, s0.acc: 94.0237, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2325, s1.loss_cls: 0.0858, s1.acc: 94.0431, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1146, s2.loss_cls: 0.0420, s2.acc: 94.0197, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0539, loss: 1.1527 2022-06-15 10:11:04,445 - mmdet - INFO - Epoch [11][7250/7330] lr: 1.000e-04, eta: 1 day, 1:09:46, time: 0.473, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1871, s0.acc: 93.8062, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2396, s1.loss_cls: 0.0884, s1.acc: 94.0491, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1184, s2.loss_cls: 0.0430, s2.acc: 94.1318, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0555, loss: 1.1871 2022-06-15 10:11:28,227 - mmdet - INFO - Epoch [11][7300/7330] lr: 1.000e-04, eta: 1 day, 1:09:19, time: 0.478, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1860, s0.acc: 93.7251, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2460, s1.loss_cls: 0.0866, s1.acc: 93.9911, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1219, s2.loss_cls: 0.0421, s2.acc: 94.0257, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0571, loss: 1.2032 2022-06-15 10:11:59,754 - mmdet - INFO - Saving checkpoint at 11 epochs 2022-06-15 10:14:38,258 - mmdet - INFO - Evaluating bbox... 2022-06-15 10:15:10,548 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.446 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.634 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.481 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.481 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.413 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.747 2022-06-15 10:15:10,549 - mmdet - INFO - Evaluating segm... 2022-06-15 10:15:47,163 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.384 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.602 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.414 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.211 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.415 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.334 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.679 2022-06-15 10:15:47,835 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 10:15:47,835 - mmdet - INFO - Epoch(val) [11][625] bbox_mAP: 0.4460, bbox_mAP_50: 0.6340, bbox_mAP_75: 0.4810, bbox_mAP_s: 0.2930, bbox_mAP_m: 0.4810, bbox_mAP_l: 0.5910, bbox_mAP_copypaste: 0.446 0.634 0.481 0.293 0.481 0.591, segm_mAP: 0.3840, segm_mAP_50: 0.6020, segm_mAP_75: 0.4140, segm_mAP_s: 0.2110, segm_mAP_m: 0.4150, segm_mAP_l: 0.5620, segm_mAP_copypaste: 0.384 0.602 0.414 0.211 0.415 0.562 2022-06-15 10:20:36,722 - mmdet - INFO - Epoch [12][50/7330] lr: 1.000e-04, eta: 1 day, 1:18:06, time: 5.777, data_time: 5.302, memory: 16077, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1677, s0.acc: 94.2061, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2334, s1.loss_cls: 0.0798, s1.acc: 94.3590, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1168, s2.loss_cls: 0.0397, s2.acc: 94.2101, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0548, loss: 1.1440 2022-06-15 10:21:00,898 - mmdet - INFO - Epoch [12][100/7330] lr: 1.000e-04, eta: 1 day, 1:17:40, time: 0.484, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1729, s0.acc: 94.1282, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2397, s1.loss_cls: 0.0815, s1.acc: 94.2737, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1184, s2.loss_cls: 0.0399, s2.acc: 94.3313, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0554, loss: 1.1480 2022-06-15 10:21:24,461 - mmdet - INFO - Epoch [12][150/7330] lr: 1.000e-04, eta: 1 day, 1:17:12, time: 0.471, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1845, s0.acc: 93.6660, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2322, s1.loss_cls: 0.0870, s1.acc: 93.8736, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1145, s2.loss_cls: 0.0420, s2.acc: 94.0012, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0540, loss: 1.1694 2022-06-15 10:21:48,757 - mmdet - INFO - Epoch [12][200/7330] lr: 1.000e-04, eta: 1 day, 1:16:46, time: 0.486, data_time: 0.026, memory: 16077, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1893, s0.acc: 93.5737, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2370, s1.loss_cls: 0.0880, s1.acc: 93.8535, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1178, s2.loss_cls: 0.0427, s2.acc: 93.8638, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0552, loss: 1.2040 2022-06-15 10:22:12,900 - mmdet - INFO - Epoch [12][250/7330] lr: 1.000e-04, eta: 1 day, 1:16:19, time: 0.483, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1688, s0.acc: 94.2434, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2338, s1.loss_cls: 0.0790, s1.acc: 94.4967, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1175, s2.loss_cls: 0.0390, s2.acc: 94.3674, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0556, loss: 1.1377 2022-06-15 10:22:36,636 - mmdet - INFO - Epoch [12][300/7330] lr: 1.000e-04, eta: 1 day, 1:15:52, time: 0.475, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1747, s0.acc: 94.0549, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2361, s1.loss_cls: 0.0827, s1.acc: 94.2067, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1179, s2.loss_cls: 0.0404, s2.acc: 94.2271, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0557, loss: 1.1490 2022-06-15 10:23:00,303 - mmdet - INFO - Epoch [12][350/7330] lr: 1.000e-04, eta: 1 day, 1:15:24, time: 0.473, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1814, s0.acc: 93.9626, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2322, s1.loss_cls: 0.0862, s1.acc: 94.1402, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1152, s2.loss_cls: 0.0420, s2.acc: 94.0243, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1531 2022-06-15 10:23:24,305 - mmdet - INFO - Epoch [12][400/7330] lr: 1.000e-04, eta: 1 day, 1:14:57, time: 0.480, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1829, s0.acc: 93.8196, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2388, s1.loss_cls: 0.0856, s1.acc: 94.0892, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1186, s2.loss_cls: 0.0413, s2.acc: 94.1702, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0560, loss: 1.1833 2022-06-15 10:23:48,481 - mmdet - INFO - Epoch [12][450/7330] lr: 1.000e-04, eta: 1 day, 1:14:31, time: 0.484, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1761, s0.acc: 94.0696, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2342, s1.loss_cls: 0.0835, s1.acc: 94.2032, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1156, s2.loss_cls: 0.0404, s2.acc: 94.3340, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0546, loss: 1.1396 2022-06-15 10:24:12,607 - mmdet - INFO - Epoch [12][500/7330] lr: 1.000e-04, eta: 1 day, 1:14:05, time: 0.482, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1891, s0.acc: 93.6631, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2397, s1.loss_cls: 0.0896, s1.acc: 93.8061, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1195, s2.loss_cls: 0.0434, s2.acc: 93.9190, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0562, loss: 1.1997 2022-06-15 10:24:36,181 - mmdet - INFO - Epoch [12][550/7330] lr: 1.000e-04, eta: 1 day, 1:13:37, time: 0.471, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1793, s0.acc: 93.9880, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2337, s1.loss_cls: 0.0852, s1.acc: 94.1306, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1162, s2.loss_cls: 0.0413, s2.acc: 94.1306, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0548, loss: 1.1501 2022-06-15 10:25:00,025 - mmdet - INFO - Epoch [12][600/7330] lr: 1.000e-04, eta: 1 day, 1:13:10, time: 0.477, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1858, s0.acc: 93.7964, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2350, s1.loss_cls: 0.0884, s1.acc: 93.8330, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1171, s2.loss_cls: 0.0426, s2.acc: 93.9200, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0546, loss: 1.1702 2022-06-15 10:25:23,839 - mmdet - INFO - Epoch [12][650/7330] lr: 1.000e-04, eta: 1 day, 1:12:43, time: 0.477, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1695, s0.acc: 94.2354, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2322, s1.loss_cls: 0.0799, s1.acc: 94.3925, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1154, s2.loss_cls: 0.0390, s2.acc: 94.3546, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0547, loss: 1.1276 2022-06-15 10:25:47,919 - mmdet - INFO - Epoch [12][700/7330] lr: 1.000e-04, eta: 1 day, 1:12:16, time: 0.482, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1873, s0.acc: 93.7009, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2394, s1.loss_cls: 0.0890, s1.acc: 93.8382, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1194, s2.loss_cls: 0.0430, s2.acc: 93.9003, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0564, loss: 1.1971 2022-06-15 10:26:11,693 - mmdet - INFO - Epoch [12][750/7330] lr: 1.000e-04, eta: 1 day, 1:11:48, time: 0.473, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1767, s0.acc: 93.9617, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2354, s1.loss_cls: 0.0831, s1.acc: 94.2290, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1166, s2.loss_cls: 0.0398, s2.acc: 94.3133, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0553, loss: 1.1579 2022-06-15 10:26:35,767 - mmdet - INFO - Epoch [12][800/7330] lr: 1.000e-04, eta: 1 day, 1:11:22, time: 0.484, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1796, s0.acc: 93.9514, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2440, s1.loss_cls: 0.0857, s1.acc: 94.0585, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1238, s2.loss_cls: 0.0417, s2.acc: 94.0596, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0579, loss: 1.1863 2022-06-15 10:26:59,693 - mmdet - INFO - Epoch [12][850/7330] lr: 1.000e-04, eta: 1 day, 1:10:55, time: 0.479, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1878, s0.acc: 93.6917, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2418, s1.loss_cls: 0.0892, s1.acc: 93.8125, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1204, s2.loss_cls: 0.0433, s2.acc: 93.9014, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0564, loss: 1.2004 2022-06-15 10:27:23,415 - mmdet - INFO - Epoch [12][900/7330] lr: 1.000e-04, eta: 1 day, 1:10:28, time: 0.475, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1773, s0.acc: 94.0188, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2328, s1.loss_cls: 0.0850, s1.acc: 94.1157, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1157, s2.loss_cls: 0.0413, s2.acc: 94.0855, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0544, loss: 1.1620 2022-06-15 10:27:46,906 - mmdet - INFO - Epoch [12][950/7330] lr: 1.000e-04, eta: 1 day, 1:09:59, time: 0.466, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1737, s0.acc: 94.1885, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2397, s1.loss_cls: 0.0828, s1.acc: 94.3540, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1185, s2.loss_cls: 0.0403, s2.acc: 94.2272, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0555, loss: 1.1478 2022-06-15 10:28:10,521 - mmdet - INFO - Epoch [12][1000/7330] lr: 1.000e-04, eta: 1 day, 1:09:32, time: 0.476, data_time: 0.024, memory: 16077, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1741, s0.acc: 94.1548, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2348, s1.loss_cls: 0.0830, s1.acc: 94.2193, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1170, s2.loss_cls: 0.0402, s2.acc: 94.1923, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1377 2022-06-15 10:28:33,687 - mmdet - INFO - Epoch [12][1050/7330] lr: 1.000e-04, eta: 1 day, 1:09:04, time: 0.464, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1863, s0.acc: 93.7527, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2391, s1.loss_cls: 0.0877, s1.acc: 93.9581, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1192, s2.loss_cls: 0.0430, s2.acc: 93.9077, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0562, loss: 1.1965 2022-06-15 10:28:57,214 - mmdet - INFO - Epoch [12][1100/7330] lr: 1.000e-04, eta: 1 day, 1:08:36, time: 0.471, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1814, s0.acc: 93.8604, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2402, s1.loss_cls: 0.0859, s1.acc: 93.9952, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1201, s2.loss_cls: 0.0419, s2.acc: 94.0265, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0567, loss: 1.1817 2022-06-15 10:29:20,839 - mmdet - INFO - Epoch [12][1150/7330] lr: 1.000e-04, eta: 1 day, 1:08:08, time: 0.472, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1780, s0.acc: 94.0266, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2346, s1.loss_cls: 0.0849, s1.acc: 94.1730, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1168, s2.loss_cls: 0.0419, s2.acc: 94.1336, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0552, loss: 1.1537 2022-06-15 10:29:44,612 - mmdet - INFO - Epoch [12][1200/7330] lr: 1.000e-04, eta: 1 day, 1:07:41, time: 0.475, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1928, s0.acc: 93.5742, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2376, s1.loss_cls: 0.0907, s1.acc: 93.7602, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1168, s2.loss_cls: 0.0437, s2.acc: 93.8657, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0547, loss: 1.2073 2022-06-15 10:30:08,195 - mmdet - INFO - Epoch [12][1250/7330] lr: 1.000e-04, eta: 1 day, 1:07:13, time: 0.472, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1799, s0.acc: 93.9824, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2353, s1.loss_cls: 0.0851, s1.acc: 94.1563, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1178, s2.loss_cls: 0.0412, s2.acc: 94.2697, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1598 2022-06-15 10:30:31,379 - mmdet - INFO - Epoch [12][1300/7330] lr: 1.000e-04, eta: 1 day, 1:06:45, time: 0.463, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1725, s0.acc: 94.2419, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2326, s1.loss_cls: 0.0824, s1.acc: 94.3469, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1156, s2.loss_cls: 0.0399, s2.acc: 94.3627, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.1192 2022-06-15 10:30:55,187 - mmdet - INFO - Epoch [12][1350/7330] lr: 1.000e-04, eta: 1 day, 1:06:18, time: 0.477, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1804, s0.acc: 93.9202, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2371, s1.loss_cls: 0.0859, s1.acc: 93.9775, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1173, s2.loss_cls: 0.0413, s2.acc: 93.9725, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0553, loss: 1.1699 2022-06-15 10:31:19,288 - mmdet - INFO - Epoch [12][1400/7330] lr: 1.000e-04, eta: 1 day, 1:05:51, time: 0.482, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1809, s0.acc: 93.9160, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2322, s1.loss_cls: 0.0865, s1.acc: 94.0116, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1161, s2.loss_cls: 0.0414, s2.acc: 94.0762, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0541, loss: 1.1648 2022-06-15 10:31:42,738 - mmdet - INFO - Epoch [12][1450/7330] lr: 1.000e-04, eta: 1 day, 1:05:23, time: 0.469, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1779, s0.acc: 93.9626, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2368, s1.loss_cls: 0.0832, s1.acc: 94.2327, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1179, s2.loss_cls: 0.0405, s2.acc: 94.1985, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0558, loss: 1.1627 2022-06-15 10:32:06,811 - mmdet - INFO - Epoch [12][1500/7330] lr: 1.000e-04, eta: 1 day, 1:04:56, time: 0.479, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1793, s0.acc: 93.8794, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2310, s1.loss_cls: 0.0857, s1.acc: 93.9769, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1147, s2.loss_cls: 0.0417, s2.acc: 94.0041, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0535, loss: 1.1523 2022-06-15 10:32:30,397 - mmdet - INFO - Epoch [12][1550/7330] lr: 1.000e-04, eta: 1 day, 1:04:29, time: 0.474, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1755, s0.acc: 94.0483, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2338, s1.loss_cls: 0.0832, s1.acc: 94.1518, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1165, s2.loss_cls: 0.0404, s2.acc: 94.1753, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0549, loss: 1.1500 2022-06-15 10:32:54,058 - mmdet - INFO - Epoch [12][1600/7330] lr: 1.000e-04, eta: 1 day, 1:04:02, time: 0.473, data_time: 0.023, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1813, s0.acc: 93.8152, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2364, s1.loss_cls: 0.0856, s1.acc: 93.9038, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1174, s2.loss_cls: 0.0420, s2.acc: 93.9639, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0555, loss: 1.1830 2022-06-15 10:33:17,197 - mmdet - INFO - Epoch [12][1650/7330] lr: 1.000e-04, eta: 1 day, 1:03:33, time: 0.463, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1835, s0.acc: 93.8701, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2348, s1.loss_cls: 0.0872, s1.acc: 93.9794, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1162, s2.loss_cls: 0.0418, s2.acc: 94.0409, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0545, loss: 1.1687 2022-06-15 10:33:40,855 - mmdet - INFO - Epoch [12][1700/7330] lr: 1.000e-04, eta: 1 day, 1:03:05, time: 0.471, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1725, s0.acc: 94.0288, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2317, s1.loss_cls: 0.0824, s1.acc: 94.1339, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1148, s2.loss_cls: 0.0408, s2.acc: 93.9610, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0540, loss: 1.1479 2022-06-15 10:34:03,923 - mmdet - INFO - Epoch [12][1750/7330] lr: 1.000e-04, eta: 1 day, 1:02:37, time: 0.464, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1856, s0.acc: 93.8550, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2305, s1.loss_cls: 0.0866, s1.acc: 94.0949, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1147, s2.loss_cls: 0.0420, s2.acc: 94.0668, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0542, loss: 1.1649 2022-06-15 10:34:27,188 - mmdet - INFO - Epoch [12][1800/7330] lr: 1.000e-04, eta: 1 day, 1:02:09, time: 0.465, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1814, s0.acc: 93.7896, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2394, s1.loss_cls: 0.0869, s1.acc: 93.9031, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1181, s2.loss_cls: 0.0426, s2.acc: 93.8495, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0553, loss: 1.1856 2022-06-15 10:34:49,909 - mmdet - INFO - Epoch [12][1850/7330] lr: 1.000e-04, eta: 1 day, 1:01:39, time: 0.454, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1783, s0.acc: 94.1047, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2321, s1.loss_cls: 0.0848, s1.acc: 94.2782, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1155, s2.loss_cls: 0.0406, s2.acc: 94.2579, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1394 2022-06-15 10:35:12,330 - mmdet - INFO - Epoch [12][1900/7330] lr: 1.000e-04, eta: 1 day, 1:01:09, time: 0.448, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1768, s0.acc: 94.0735, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2352, s1.loss_cls: 0.0849, s1.acc: 94.0956, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1169, s2.loss_cls: 0.0411, s2.acc: 94.1740, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0549, loss: 1.1431 2022-06-15 10:35:35,140 - mmdet - INFO - Epoch [12][1950/7330] lr: 1.000e-04, eta: 1 day, 1:00:40, time: 0.456, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1810, s0.acc: 93.8687, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2400, s1.loss_cls: 0.0865, s1.acc: 94.0680, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1191, s2.loss_cls: 0.0421, s2.acc: 94.0121, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0558, loss: 1.1900 2022-06-15 10:35:58,071 - mmdet - INFO - Epoch [12][2000/7330] lr: 1.000e-04, eta: 1 day, 1:00:11, time: 0.459, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1807, s0.acc: 93.8831, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2293, s1.loss_cls: 0.0861, s1.acc: 94.0078, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1147, s2.loss_cls: 0.0418, s2.acc: 94.0438, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0544, loss: 1.1532 2022-06-15 10:36:21,077 - mmdet - INFO - Epoch [12][2050/7330] lr: 1.000e-04, eta: 1 day, 0:59:42, time: 0.460, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1802, s0.acc: 93.8486, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2369, s1.loss_cls: 0.0852, s1.acc: 94.0221, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1181, s2.loss_cls: 0.0415, s2.acc: 93.9519, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0557, loss: 1.1795 2022-06-15 10:36:44,010 - mmdet - INFO - Epoch [12][2100/7330] lr: 1.000e-04, eta: 1 day, 0:59:13, time: 0.459, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1798, s0.acc: 93.9866, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2348, s1.loss_cls: 0.0852, s1.acc: 94.0947, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1173, s2.loss_cls: 0.0415, s2.acc: 94.0267, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0549, loss: 1.1704 2022-06-15 10:37:07,109 - mmdet - INFO - Epoch [12][2150/7330] lr: 1.000e-04, eta: 1 day, 0:58:44, time: 0.462, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1765, s0.acc: 93.9763, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2385, s1.loss_cls: 0.0849, s1.acc: 94.0324, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1181, s2.loss_cls: 0.0415, s2.acc: 94.0094, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0555, loss: 1.1686 2022-06-15 10:37:30,420 - mmdet - INFO - Epoch [12][2200/7330] lr: 1.000e-04, eta: 1 day, 0:58:16, time: 0.466, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1966, s0.acc: 93.5361, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2474, s1.loss_cls: 0.0943, s1.acc: 93.6388, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1217, s2.loss_cls: 0.0460, s2.acc: 93.5909, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0571, loss: 1.2309 2022-06-15 10:37:54,102 - mmdet - INFO - Epoch [12][2250/7330] lr: 1.000e-04, eta: 1 day, 0:57:49, time: 0.473, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1868, s0.acc: 93.7566, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2412, s1.loss_cls: 0.0882, s1.acc: 93.9957, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1195, s2.loss_cls: 0.0424, s2.acc: 94.0778, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0563, loss: 1.2005 2022-06-15 10:38:17,170 - mmdet - INFO - Epoch [12][2300/7330] lr: 1.000e-04, eta: 1 day, 0:57:20, time: 0.462, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1837, s0.acc: 93.9353, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2314, s1.loss_cls: 0.0876, s1.acc: 94.0964, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1150, s2.loss_cls: 0.0423, s2.acc: 94.1494, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0542, loss: 1.1549 2022-06-15 10:38:40,484 - mmdet - INFO - Epoch [12][2350/7330] lr: 1.000e-04, eta: 1 day, 0:56:52, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1885, s0.acc: 93.6533, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2356, s1.loss_cls: 0.0897, s1.acc: 93.7853, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1174, s2.loss_cls: 0.0428, s2.acc: 93.8842, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0556, loss: 1.1916 2022-06-15 10:39:04,002 - mmdet - INFO - Epoch [12][2400/7330] lr: 1.000e-04, eta: 1 day, 0:56:24, time: 0.470, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1908, s0.acc: 93.6465, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2364, s1.loss_cls: 0.0912, s1.acc: 93.6658, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1172, s2.loss_cls: 0.0439, s2.acc: 93.7558, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0553, loss: 1.1968 2022-06-15 10:39:27,261 - mmdet - INFO - Epoch [12][2450/7330] lr: 1.000e-04, eta: 1 day, 0:55:56, time: 0.465, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1856, s0.acc: 93.8042, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2352, s1.loss_cls: 0.0877, s1.acc: 93.9929, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1159, s2.loss_cls: 0.0429, s2.acc: 93.9735, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0542, loss: 1.1859 2022-06-15 10:39:50,525 - mmdet - INFO - Epoch [12][2500/7330] lr: 1.000e-04, eta: 1 day, 0:55:28, time: 0.466, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1820, s0.acc: 93.7917, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2353, s1.loss_cls: 0.0862, s1.acc: 93.9932, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1171, s2.loss_cls: 0.0425, s2.acc: 93.9073, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0552, loss: 1.1827 2022-06-15 10:40:14,388 - mmdet - INFO - Epoch [12][2550/7330] lr: 1.000e-04, eta: 1 day, 0:55:01, time: 0.477, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1762, s0.acc: 93.9697, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2429, s1.loss_cls: 0.0837, s1.acc: 94.1233, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1189, s2.loss_cls: 0.0415, s2.acc: 94.0059, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0552, loss: 1.1808 2022-06-15 10:40:38,143 - mmdet - INFO - Epoch [12][2600/7330] lr: 1.000e-04, eta: 1 day, 0:54:34, time: 0.475, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1829, s0.acc: 93.7930, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2365, s1.loss_cls: 0.0878, s1.acc: 93.8932, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1164, s2.loss_cls: 0.0433, s2.acc: 93.8904, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0549, loss: 1.1717 2022-06-15 10:41:01,729 - mmdet - INFO - Epoch [12][2650/7330] lr: 1.000e-04, eta: 1 day, 0:54:06, time: 0.472, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1895, s0.acc: 93.6602, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2372, s1.loss_cls: 0.0898, s1.acc: 93.7538, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1175, s2.loss_cls: 0.0443, s2.acc: 93.7005, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0555, loss: 1.2051 2022-06-15 10:41:25,420 - mmdet - INFO - Epoch [12][2700/7330] lr: 1.000e-04, eta: 1 day, 0:53:39, time: 0.474, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1722, s0.acc: 94.0527, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2344, s1.loss_cls: 0.0819, s1.acc: 94.2203, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1157, s2.loss_cls: 0.0403, s2.acc: 94.1237, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0539, loss: 1.1382 2022-06-15 10:41:49,584 - mmdet - INFO - Epoch [12][2750/7330] lr: 1.000e-04, eta: 1 day, 0:53:13, time: 0.483, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1921, s0.acc: 93.3645, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2401, s1.loss_cls: 0.0919, s1.acc: 93.5294, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1189, s2.loss_cls: 0.0445, s2.acc: 93.6380, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0556, loss: 1.2231 2022-06-15 10:42:13,003 - mmdet - INFO - Epoch [12][2800/7330] lr: 1.000e-04, eta: 1 day, 0:52:45, time: 0.468, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1837, s0.acc: 93.8242, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2360, s1.loss_cls: 0.0889, s1.acc: 93.9237, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1169, s2.loss_cls: 0.0431, s2.acc: 93.9175, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0548, loss: 1.1739 2022-06-15 10:42:36,424 - mmdet - INFO - Epoch [12][2850/7330] lr: 1.000e-04, eta: 1 day, 0:52:17, time: 0.468, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1846, s0.acc: 93.7639, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2359, s1.loss_cls: 0.0878, s1.acc: 93.8956, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1164, s2.loss_cls: 0.0425, s2.acc: 93.9279, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0549, loss: 1.1792 2022-06-15 10:43:00,483 - mmdet - INFO - Epoch [12][2900/7330] lr: 1.000e-04, eta: 1 day, 0:51:51, time: 0.481, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1830, s0.acc: 93.8223, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2374, s1.loss_cls: 0.0867, s1.acc: 94.0173, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1184, s2.loss_cls: 0.0422, s2.acc: 93.8999, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0556, loss: 1.1895 2022-06-15 10:43:24,330 - mmdet - INFO - Epoch [12][2950/7330] lr: 1.000e-04, eta: 1 day, 0:51:24, time: 0.477, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1804, s0.acc: 93.8745, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2397, s1.loss_cls: 0.0874, s1.acc: 93.8926, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1188, s2.loss_cls: 0.0423, s2.acc: 93.9390, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0556, loss: 1.1711 2022-06-15 10:43:48,071 - mmdet - INFO - Epoch [12][3000/7330] lr: 1.000e-04, eta: 1 day, 0:50:57, time: 0.475, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1790, s0.acc: 93.8972, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2327, s1.loss_cls: 0.0856, s1.acc: 93.9702, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1162, s2.loss_cls: 0.0420, s2.acc: 93.9770, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0548, loss: 1.1660 2022-06-15 10:44:11,892 - mmdet - INFO - Epoch [12][3050/7330] lr: 1.000e-04, eta: 1 day, 0:50:30, time: 0.476, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1868, s0.acc: 93.6235, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2425, s1.loss_cls: 0.0884, s1.acc: 93.7507, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1198, s2.loss_cls: 0.0424, s2.acc: 93.8900, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0560, loss: 1.2146 2022-06-15 10:44:35,283 - mmdet - INFO - Epoch [12][3100/7330] lr: 1.000e-04, eta: 1 day, 0:50:02, time: 0.468, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1731, s0.acc: 94.0847, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2325, s1.loss_cls: 0.0827, s1.acc: 94.1858, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1162, s2.loss_cls: 0.0406, s2.acc: 94.1536, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1468 2022-06-15 10:44:59,245 - mmdet - INFO - Epoch [12][3150/7330] lr: 1.000e-04, eta: 1 day, 0:49:35, time: 0.479, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1768, s0.acc: 93.9707, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2353, s1.loss_cls: 0.0837, s1.acc: 94.0908, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1166, s2.loss_cls: 0.0403, s2.acc: 94.1844, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0548, loss: 1.1523 2022-06-15 10:45:24,058 - mmdet - INFO - Epoch [12][3200/7330] lr: 1.000e-04, eta: 1 day, 0:49:10, time: 0.496, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1828, s0.acc: 93.8806, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2395, s1.loss_cls: 0.0853, s1.acc: 94.0631, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1184, s2.loss_cls: 0.0412, s2.acc: 94.1272, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0558, loss: 1.1838 2022-06-15 10:45:48,252 - mmdet - INFO - Epoch [12][3250/7330] lr: 1.000e-04, eta: 1 day, 0:48:44, time: 0.484, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1888, s0.acc: 93.6475, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2398, s1.loss_cls: 0.0905, s1.acc: 93.6944, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1188, s2.loss_cls: 0.0435, s2.acc: 93.8142, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0553, loss: 1.2132 2022-06-15 10:46:12,422 - mmdet - INFO - Epoch [12][3300/7330] lr: 1.000e-04, eta: 1 day, 0:48:18, time: 0.483, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1796, s0.acc: 94.0034, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2378, s1.loss_cls: 0.0853, s1.acc: 94.1745, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1192, s2.loss_cls: 0.0411, s2.acc: 94.2065, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0558, loss: 1.1636 2022-06-15 10:46:36,643 - mmdet - INFO - Epoch [12][3350/7330] lr: 1.000e-04, eta: 1 day, 0:47:52, time: 0.484, data_time: 0.023, memory: 16077, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1856, s0.acc: 93.6064, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2394, s1.loss_cls: 0.0882, s1.acc: 93.8002, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1200, s2.loss_cls: 0.0427, s2.acc: 93.8722, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0563, loss: 1.2060 2022-06-15 10:47:00,566 - mmdet - INFO - Epoch [12][3400/7330] lr: 1.000e-04, eta: 1 day, 0:47:25, time: 0.479, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1822, s0.acc: 94.0071, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2348, s1.loss_cls: 0.0858, s1.acc: 94.1803, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1179, s2.loss_cls: 0.0419, s2.acc: 94.0750, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0556, loss: 1.1719 2022-06-15 10:47:24,213 - mmdet - INFO - Epoch [12][3450/7330] lr: 1.000e-04, eta: 1 day, 0:46:58, time: 0.473, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1754, s0.acc: 94.0166, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2363, s1.loss_cls: 0.0842, s1.acc: 94.0782, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1180, s2.loss_cls: 0.0418, s2.acc: 93.9141, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0557, loss: 1.1627 2022-06-15 10:47:48,042 - mmdet - INFO - Epoch [12][3500/7330] lr: 1.000e-04, eta: 1 day, 0:46:31, time: 0.476, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1858, s0.acc: 93.7629, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2357, s1.loss_cls: 0.0884, s1.acc: 93.8927, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1173, s2.loss_cls: 0.0429, s2.acc: 93.7897, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0552, loss: 1.1902 2022-06-15 10:48:12,339 - mmdet - INFO - Epoch [12][3550/7330] lr: 1.000e-04, eta: 1 day, 0:46:05, time: 0.487, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1801, s0.acc: 93.8926, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2362, s1.loss_cls: 0.0858, s1.acc: 94.0198, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1171, s2.loss_cls: 0.0413, s2.acc: 93.9514, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1790 2022-06-15 10:48:36,270 - mmdet - INFO - Epoch [12][3600/7330] lr: 1.000e-04, eta: 1 day, 0:45:39, time: 0.479, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1864, s0.acc: 93.6067, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2396, s1.loss_cls: 0.0888, s1.acc: 93.7631, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1180, s2.loss_cls: 0.0429, s2.acc: 93.9365, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0553, loss: 1.1976 2022-06-15 10:48:59,856 - mmdet - INFO - Epoch [12][3650/7330] lr: 1.000e-04, eta: 1 day, 0:45:11, time: 0.472, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1746, s0.acc: 93.9509, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2308, s1.loss_cls: 0.0835, s1.acc: 94.1218, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1149, s2.loss_cls: 0.0405, s2.acc: 94.1228, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1445 2022-06-15 10:49:23,414 - mmdet - INFO - Epoch [12][3700/7330] lr: 1.000e-04, eta: 1 day, 0:44:44, time: 0.471, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1783, s0.acc: 93.8633, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2339, s1.loss_cls: 0.0854, s1.acc: 93.9627, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1155, s2.loss_cls: 0.0421, s2.acc: 93.9509, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0546, loss: 1.1671 2022-06-15 10:49:46,947 - mmdet - INFO - Epoch [12][3750/7330] lr: 1.000e-04, eta: 1 day, 0:44:16, time: 0.471, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1857, s0.acc: 93.7322, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2390, s1.loss_cls: 0.0898, s1.acc: 93.7966, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1183, s2.loss_cls: 0.0442, s2.acc: 93.6717, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0557, loss: 1.1852 2022-06-15 10:50:10,285 - mmdet - INFO - Epoch [12][3800/7330] lr: 1.000e-04, eta: 1 day, 0:43:48, time: 0.466, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1807, s0.acc: 93.9033, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2391, s1.loss_cls: 0.0866, s1.acc: 93.9470, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1190, s2.loss_cls: 0.0419, s2.acc: 94.0385, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0561, loss: 1.1647 2022-06-15 10:50:33,517 - mmdet - INFO - Epoch [12][3850/7330] lr: 1.000e-04, eta: 1 day, 0:43:20, time: 0.465, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1851, s0.acc: 93.8149, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2377, s1.loss_cls: 0.0876, s1.acc: 93.9856, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1182, s2.loss_cls: 0.0426, s2.acc: 94.0042, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0556, loss: 1.1828 2022-06-15 10:50:56,571 - mmdet - INFO - Epoch [12][3900/7330] lr: 1.000e-04, eta: 1 day, 0:42:52, time: 0.461, data_time: 0.022, memory: 16077, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1849, s0.acc: 93.6675, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2357, s1.loss_cls: 0.0880, s1.acc: 93.7926, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1178, s2.loss_cls: 0.0431, s2.acc: 93.6965, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0553, loss: 1.1982 2022-06-15 10:51:19,758 - mmdet - INFO - Epoch [12][3950/7330] lr: 1.000e-04, eta: 1 day, 0:42:23, time: 0.463, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1906, s0.acc: 93.6482, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2393, s1.loss_cls: 0.0894, s1.acc: 93.8749, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1183, s2.loss_cls: 0.0436, s2.acc: 93.8064, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0555, loss: 1.1991 2022-06-15 10:51:43,501 - mmdet - INFO - Epoch [12][4000/7330] lr: 1.000e-04, eta: 1 day, 0:41:56, time: 0.475, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1936, s0.acc: 93.6289, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2436, s1.loss_cls: 0.0924, s1.acc: 93.7144, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1208, s2.loss_cls: 0.0443, s2.acc: 93.7765, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0566, loss: 1.2101 2022-06-15 10:52:07,186 - mmdet - INFO - Epoch [12][4050/7330] lr: 1.000e-04, eta: 1 day, 0:41:29, time: 0.474, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1945, s0.acc: 93.5684, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2427, s1.loss_cls: 0.0917, s1.acc: 93.7986, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1199, s2.loss_cls: 0.0442, s2.acc: 93.7394, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0562, loss: 1.2198 2022-06-15 10:52:30,383 - mmdet - INFO - Epoch [12][4100/7330] lr: 1.000e-04, eta: 1 day, 0:41:01, time: 0.464, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1780, s0.acc: 93.8867, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2392, s1.loss_cls: 0.0855, s1.acc: 94.0399, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1183, s2.loss_cls: 0.0420, s2.acc: 93.9005, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0557, loss: 1.1698 2022-06-15 10:52:54,141 - mmdet - INFO - Epoch [12][4150/7330] lr: 1.000e-04, eta: 1 day, 0:40:34, time: 0.475, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1830, s0.acc: 93.7646, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2381, s1.loss_cls: 0.0867, s1.acc: 93.9779, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1189, s2.loss_cls: 0.0421, s2.acc: 93.9059, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0560, loss: 1.1854 2022-06-15 10:53:17,127 - mmdet - INFO - Epoch [12][4200/7330] lr: 1.000e-04, eta: 1 day, 0:40:05, time: 0.460, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1835, s0.acc: 93.8623, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2347, s1.loss_cls: 0.0857, s1.acc: 94.0530, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1169, s2.loss_cls: 0.0412, s2.acc: 94.0272, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0549, loss: 1.1822 2022-06-15 10:53:40,342 - mmdet - INFO - Epoch [12][4250/7330] lr: 1.000e-04, eta: 1 day, 0:39:37, time: 0.464, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1801, s0.acc: 93.8840, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2435, s1.loss_cls: 0.0863, s1.acc: 93.9617, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1204, s2.loss_cls: 0.0415, s2.acc: 93.9108, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0567, loss: 1.1866 2022-06-15 10:54:03,265 - mmdet - INFO - Epoch [12][4300/7330] lr: 1.000e-04, eta: 1 day, 0:39:08, time: 0.459, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1754, s0.acc: 94.1223, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2344, s1.loss_cls: 0.0826, s1.acc: 94.3272, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1159, s2.loss_cls: 0.0405, s2.acc: 94.1966, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1438 2022-06-15 10:54:26,283 - mmdet - INFO - Epoch [12][4350/7330] lr: 1.000e-04, eta: 1 day, 0:38:40, time: 0.460, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1688, s0.acc: 94.3003, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2359, s1.loss_cls: 0.0796, s1.acc: 94.4724, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1166, s2.loss_cls: 0.0389, s2.acc: 94.3095, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0549, loss: 1.1289 2022-06-15 10:54:49,334 - mmdet - INFO - Epoch [12][4400/7330] lr: 1.000e-04, eta: 1 day, 0:38:11, time: 0.461, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1908, s0.acc: 93.5776, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2369, s1.loss_cls: 0.0900, s1.acc: 93.7546, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1168, s2.loss_cls: 0.0444, s2.acc: 93.7213, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0550, loss: 1.2018 2022-06-15 10:55:12,585 - mmdet - INFO - Epoch [12][4450/7330] lr: 1.000e-04, eta: 1 day, 0:37:43, time: 0.465, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1794, s0.acc: 93.8264, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2464, s1.loss_cls: 0.0842, s1.acc: 93.9862, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1202, s2.loss_cls: 0.0411, s2.acc: 93.9317, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0568, loss: 1.1849 2022-06-15 10:55:35,943 - mmdet - INFO - Epoch [12][4500/7330] lr: 1.000e-04, eta: 1 day, 0:37:15, time: 0.467, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1771, s0.acc: 94.0715, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2334, s1.loss_cls: 0.0844, s1.acc: 94.1730, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1159, s2.loss_cls: 0.0412, s2.acc: 94.1526, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0548, loss: 1.1510 2022-06-15 10:55:59,071 - mmdet - INFO - Epoch [12][4550/7330] lr: 1.000e-04, eta: 1 day, 0:36:47, time: 0.463, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1859, s0.acc: 93.6599, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2400, s1.loss_cls: 0.0890, s1.acc: 93.7622, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1192, s2.loss_cls: 0.0429, s2.acc: 93.7439, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0565, loss: 1.2006 2022-06-15 10:56:22,171 - mmdet - INFO - Epoch [12][4600/7330] lr: 1.000e-04, eta: 1 day, 0:36:19, time: 0.462, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1788, s0.acc: 93.9189, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2379, s1.loss_cls: 0.0851, s1.acc: 94.0144, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1184, s2.loss_cls: 0.0416, s2.acc: 93.9707, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0556, loss: 1.1700 2022-06-15 10:56:45,196 - mmdet - INFO - Epoch [12][4650/7330] lr: 1.000e-04, eta: 1 day, 0:35:50, time: 0.461, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1850, s0.acc: 93.6729, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2344, s1.loss_cls: 0.0877, s1.acc: 93.8655, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1174, s2.loss_cls: 0.0431, s2.acc: 93.7003, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0554, loss: 1.1862 2022-06-15 10:57:08,353 - mmdet - INFO - Epoch [12][4700/7330] lr: 1.000e-04, eta: 1 day, 0:35:22, time: 0.463, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1772, s0.acc: 94.0791, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2348, s1.loss_cls: 0.0821, s1.acc: 94.3188, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1172, s2.loss_cls: 0.0401, s2.acc: 94.3014, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0553, loss: 1.1452 2022-06-15 10:57:31,127 - mmdet - INFO - Epoch [12][4750/7330] lr: 1.000e-04, eta: 1 day, 0:34:53, time: 0.456, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1865, s0.acc: 93.7031, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2337, s1.loss_cls: 0.0884, s1.acc: 93.8824, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1165, s2.loss_cls: 0.0431, s2.acc: 93.8341, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.1863 2022-06-15 10:57:53,978 - mmdet - INFO - Epoch [12][4800/7330] lr: 1.000e-04, eta: 1 day, 0:34:24, time: 0.457, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1770, s0.acc: 93.9568, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2395, s1.loss_cls: 0.0848, s1.acc: 94.0798, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1180, s2.loss_cls: 0.0414, s2.acc: 93.9859, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0551, loss: 1.1667 2022-06-15 10:58:17,146 - mmdet - INFO - Epoch [12][4850/7330] lr: 1.000e-04, eta: 1 day, 0:33:56, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1810, s0.acc: 93.6724, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2405, s1.loss_cls: 0.0842, s1.acc: 93.9161, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1206, s2.loss_cls: 0.0411, s2.acc: 93.9336, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0560, loss: 1.1925 2022-06-15 10:58:40,414 - mmdet - INFO - Epoch [12][4900/7330] lr: 1.000e-04, eta: 1 day, 0:33:28, time: 0.465, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1799, s0.acc: 93.9827, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2334, s1.loss_cls: 0.0854, s1.acc: 94.0229, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1159, s2.loss_cls: 0.0421, s2.acc: 93.8741, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0544, loss: 1.1489 2022-06-15 10:59:03,916 - mmdet - INFO - Epoch [12][4950/7330] lr: 1.000e-04, eta: 1 day, 0:33:01, time: 0.470, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1899, s0.acc: 93.5659, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2404, s1.loss_cls: 0.0909, s1.acc: 93.6105, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1204, s2.loss_cls: 0.0444, s2.acc: 93.6415, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0570, loss: 1.1996 2022-06-15 10:59:27,029 - mmdet - INFO - Epoch [12][5000/7330] lr: 1.000e-04, eta: 1 day, 0:32:32, time: 0.462, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1836, s0.acc: 93.8018, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2402, s1.loss_cls: 0.0879, s1.acc: 93.9351, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1194, s2.loss_cls: 0.0429, s2.acc: 93.9838, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0561, loss: 1.1709 2022-06-15 10:59:50,566 - mmdet - INFO - Epoch [12][5050/7330] lr: 1.000e-04, eta: 1 day, 0:32:05, time: 0.471, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1849, s0.acc: 93.6628, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2401, s1.loss_cls: 0.0876, s1.acc: 93.8680, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1190, s2.loss_cls: 0.0428, s2.acc: 93.8163, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0559, loss: 1.1910 2022-06-15 11:00:14,187 - mmdet - INFO - Epoch [12][5100/7330] lr: 1.000e-04, eta: 1 day, 0:31:38, time: 0.472, data_time: 0.023, memory: 16077, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1852, s0.acc: 93.7007, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2431, s1.loss_cls: 0.0877, s1.acc: 93.8809, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1210, s2.loss_cls: 0.0426, s2.acc: 93.8968, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0565, loss: 1.1940 2022-06-15 11:00:37,640 - mmdet - INFO - Epoch [12][5150/7330] lr: 1.000e-04, eta: 1 day, 0:31:10, time: 0.469, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1815, s0.acc: 93.9233, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2365, s1.loss_cls: 0.0853, s1.acc: 94.1223, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1171, s2.loss_cls: 0.0416, s2.acc: 94.0587, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0553, loss: 1.1661 2022-06-15 11:01:01,305 - mmdet - INFO - Epoch [12][5200/7330] lr: 1.000e-04, eta: 1 day, 0:30:43, time: 0.473, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1858, s0.acc: 93.7646, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2437, s1.loss_cls: 0.0890, s1.acc: 93.8552, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1205, s2.loss_cls: 0.0431, s2.acc: 93.8038, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0567, loss: 1.2023 2022-06-15 11:01:25,032 - mmdet - INFO - Epoch [12][5250/7330] lr: 1.000e-04, eta: 1 day, 0:30:16, time: 0.474, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1882, s0.acc: 93.7429, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2454, s1.loss_cls: 0.0907, s1.acc: 93.8344, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1206, s2.loss_cls: 0.0438, s2.acc: 93.7773, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0564, loss: 1.2105 2022-06-15 11:01:48,244 - mmdet - INFO - Epoch [12][5300/7330] lr: 1.000e-04, eta: 1 day, 0:29:48, time: 0.465, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1777, s0.acc: 94.0105, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2385, s1.loss_cls: 0.0854, s1.acc: 94.0863, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1188, s2.loss_cls: 0.0413, s2.acc: 94.1557, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0558, loss: 1.1605 2022-06-15 11:02:11,538 - mmdet - INFO - Epoch [12][5350/7330] lr: 1.000e-04, eta: 1 day, 0:29:20, time: 0.463, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1848, s0.acc: 93.7637, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2394, s1.loss_cls: 0.0872, s1.acc: 93.9982, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1194, s2.loss_cls: 0.0427, s2.acc: 93.9817, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0564, loss: 1.1887 2022-06-15 11:02:35,230 - mmdet - INFO - Epoch [12][5400/7330] lr: 1.000e-04, eta: 1 day, 0:28:53, time: 0.476, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1952, s0.acc: 93.4509, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2366, s1.loss_cls: 0.0927, s1.acc: 93.6077, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1183, s2.loss_cls: 0.0449, s2.acc: 93.6783, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0558, loss: 1.2226 2022-06-15 11:02:59,001 - mmdet - INFO - Epoch [12][5450/7330] lr: 1.000e-04, eta: 1 day, 0:28:27, time: 0.476, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1880, s0.acc: 93.5889, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2418, s1.loss_cls: 0.0885, s1.acc: 93.8064, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1198, s2.loss_cls: 0.0435, s2.acc: 93.6915, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0558, loss: 1.2128 2022-06-15 11:03:22,434 - mmdet - INFO - Epoch [12][5500/7330] lr: 1.000e-04, eta: 1 day, 0:27:59, time: 0.469, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1794, s0.acc: 93.9961, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2393, s1.loss_cls: 0.0857, s1.acc: 94.1945, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1191, s2.loss_cls: 0.0415, s2.acc: 94.1524, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0557, loss: 1.1623 2022-06-15 11:03:45,791 - mmdet - INFO - Epoch [12][5550/7330] lr: 1.000e-04, eta: 1 day, 0:27:31, time: 0.467, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1819, s0.acc: 93.8022, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2377, s1.loss_cls: 0.0873, s1.acc: 93.8416, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1183, s2.loss_cls: 0.0427, s2.acc: 93.8724, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0555, loss: 1.1809 2022-06-15 11:04:09,135 - mmdet - INFO - Epoch [12][5600/7330] lr: 1.000e-04, eta: 1 day, 0:27:04, time: 0.467, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1804, s0.acc: 93.8979, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2376, s1.loss_cls: 0.0852, s1.acc: 94.1483, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1177, s2.loss_cls: 0.0417, s2.acc: 94.0186, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0552, loss: 1.1667 2022-06-15 11:04:32,661 - mmdet - INFO - Epoch [12][5650/7330] lr: 1.000e-04, eta: 1 day, 0:26:36, time: 0.471, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1945, s0.acc: 93.5623, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2375, s1.loss_cls: 0.0917, s1.acc: 93.7494, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1179, s2.loss_cls: 0.0438, s2.acc: 93.8376, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0554, loss: 1.2087 2022-06-15 11:04:55,977 - mmdet - INFO - Epoch [12][5700/7330] lr: 1.000e-04, eta: 1 day, 0:26:08, time: 0.466, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1808, s0.acc: 93.8972, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2399, s1.loss_cls: 0.0858, s1.acc: 93.9993, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1202, s2.loss_cls: 0.0416, s2.acc: 93.9149, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0560, loss: 1.1863 2022-06-15 11:05:19,060 - mmdet - INFO - Epoch [12][5750/7330] lr: 1.000e-04, eta: 1 day, 0:25:40, time: 0.462, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1921, s0.acc: 93.5867, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2360, s1.loss_cls: 0.0918, s1.acc: 93.7087, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1177, s2.loss_cls: 0.0445, s2.acc: 93.6410, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0553, loss: 1.2058 2022-06-15 11:05:42,109 - mmdet - INFO - Epoch [12][5800/7330] lr: 1.000e-04, eta: 1 day, 0:25:12, time: 0.461, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1749, s0.acc: 94.0955, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2317, s1.loss_cls: 0.0824, s1.acc: 94.3161, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1150, s2.loss_cls: 0.0408, s2.acc: 94.2791, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0545, loss: 1.1389 2022-06-15 11:06:05,460 - mmdet - INFO - Epoch [12][5850/7330] lr: 1.000e-04, eta: 1 day, 0:24:44, time: 0.467, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1966, s0.acc: 93.4219, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2433, s1.loss_cls: 0.0945, s1.acc: 93.4883, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1204, s2.loss_cls: 0.0461, s2.acc: 93.5139, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0560, loss: 1.2256 2022-06-15 11:06:28,409 - mmdet - INFO - Epoch [12][5900/7330] lr: 1.000e-04, eta: 1 day, 0:24:16, time: 0.459, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1847, s0.acc: 93.7273, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2421, s1.loss_cls: 0.0877, s1.acc: 93.8777, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1200, s2.loss_cls: 0.0429, s2.acc: 93.8522, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0562, loss: 1.1937 2022-06-15 11:06:51,416 - mmdet - INFO - Epoch [12][5950/7330] lr: 1.000e-04, eta: 1 day, 0:23:47, time: 0.460, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1837, s0.acc: 93.7693, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2385, s1.loss_cls: 0.0871, s1.acc: 93.8882, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1177, s2.loss_cls: 0.0426, s2.acc: 93.9438, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0550, loss: 1.1765 2022-06-15 11:07:14,506 - mmdet - INFO - Epoch [12][6000/7330] lr: 1.000e-04, eta: 1 day, 0:23:19, time: 0.462, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1835, s0.acc: 93.7217, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2391, s1.loss_cls: 0.0880, s1.acc: 93.7810, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1186, s2.loss_cls: 0.0432, s2.acc: 93.7820, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0558, loss: 1.1841 2022-06-15 11:07:37,285 - mmdet - INFO - Epoch [12][6050/7330] lr: 1.000e-04, eta: 1 day, 0:22:50, time: 0.456, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1826, s0.acc: 93.8564, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2421, s1.loss_cls: 0.0865, s1.acc: 94.0573, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1201, s2.loss_cls: 0.0418, s2.acc: 93.9846, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0566, loss: 1.1927 2022-06-15 11:08:00,205 - mmdet - INFO - Epoch [12][6100/7330] lr: 1.000e-04, eta: 1 day, 0:22:22, time: 0.458, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1737, s0.acc: 94.1340, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2361, s1.loss_cls: 0.0829, s1.acc: 94.1823, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1178, s2.loss_cls: 0.0409, s2.acc: 94.0666, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0556, loss: 1.1580 2022-06-15 11:08:22,918 - mmdet - INFO - Epoch [12][6150/7330] lr: 1.000e-04, eta: 1 day, 0:21:53, time: 0.455, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1861, s0.acc: 93.6904, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2378, s1.loss_cls: 0.0891, s1.acc: 93.7791, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1194, s2.loss_cls: 0.0434, s2.acc: 93.7255, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0566, loss: 1.1918 2022-06-15 11:08:45,849 - mmdet - INFO - Epoch [12][6200/7330] lr: 1.000e-04, eta: 1 day, 0:21:24, time: 0.459, data_time: 0.020, memory: 16077, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1875, s0.acc: 93.6013, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2459, s1.loss_cls: 0.0892, s1.acc: 93.7128, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1219, s2.loss_cls: 0.0433, s2.acc: 93.7855, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0570, loss: 1.2112 2022-06-15 11:09:09,537 - mmdet - INFO - Epoch [12][6250/7330] lr: 1.000e-04, eta: 1 day, 0:20:57, time: 0.473, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1844, s0.acc: 93.6592, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2421, s1.loss_cls: 0.0873, s1.acc: 93.8715, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1201, s2.loss_cls: 0.0430, s2.acc: 93.7854, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0563, loss: 1.1980 2022-06-15 11:09:33,093 - mmdet - INFO - Epoch [12][6300/7330] lr: 1.000e-04, eta: 1 day, 0:20:30, time: 0.471, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1811, s0.acc: 93.8630, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2337, s1.loss_cls: 0.0857, s1.acc: 94.0956, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1174, s2.loss_cls: 0.0422, s2.acc: 93.9631, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0556, loss: 1.1657 2022-06-15 11:09:56,165 - mmdet - INFO - Epoch [12][6350/7330] lr: 1.000e-04, eta: 1 day, 0:20:02, time: 0.461, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1807, s0.acc: 93.8765, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2409, s1.loss_cls: 0.0857, s1.acc: 93.9918, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1182, s2.loss_cls: 0.0417, s2.acc: 94.0511, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0555, loss: 1.1774 2022-06-15 11:10:18,826 - mmdet - INFO - Epoch [12][6400/7330] lr: 1.000e-04, eta: 1 day, 0:19:33, time: 0.453, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1820, s0.acc: 93.9846, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2397, s1.loss_cls: 0.0858, s1.acc: 94.1582, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1184, s2.loss_cls: 0.0415, s2.acc: 94.2125, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0557, loss: 1.1620 2022-06-15 11:10:42,457 - mmdet - INFO - Epoch [12][6450/7330] lr: 1.000e-04, eta: 1 day, 0:19:06, time: 0.473, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1837, s0.acc: 93.8123, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2404, s1.loss_cls: 0.0866, s1.acc: 94.0885, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1183, s2.loss_cls: 0.0419, s2.acc: 94.1172, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0557, loss: 1.1813 2022-06-15 11:11:05,821 - mmdet - INFO - Epoch [12][6500/7330] lr: 1.000e-04, eta: 1 day, 0:18:38, time: 0.467, data_time: 0.021, memory: 16077, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1920, s0.acc: 93.5554, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2437, s1.loss_cls: 0.0917, s1.acc: 93.7023, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1205, s2.loss_cls: 0.0441, s2.acc: 93.7394, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0565, loss: 1.2189 2022-06-15 11:11:29,111 - mmdet - INFO - Epoch [12][6550/7330] lr: 1.000e-04, eta: 1 day, 0:18:11, time: 0.466, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1765, s0.acc: 94.0911, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2376, s1.loss_cls: 0.0843, s1.acc: 94.2106, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1178, s2.loss_cls: 0.0414, s2.acc: 94.0880, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0558, loss: 1.1536 2022-06-15 11:11:51,941 - mmdet - INFO - Epoch [12][6600/7330] lr: 1.000e-04, eta: 1 day, 0:17:42, time: 0.457, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1823, s0.acc: 93.8650, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2359, s1.loss_cls: 0.0875, s1.acc: 93.9125, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1168, s2.loss_cls: 0.0431, s2.acc: 93.8127, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0549, loss: 1.1691 2022-06-15 11:12:15,144 - mmdet - INFO - Epoch [12][6650/7330] lr: 1.000e-04, eta: 1 day, 0:17:14, time: 0.464, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1838, s0.acc: 93.8022, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2359, s1.loss_cls: 0.0868, s1.acc: 94.0084, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1184, s2.loss_cls: 0.0424, s2.acc: 93.8971, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0559, loss: 1.1810 2022-06-15 11:12:38,294 - mmdet - INFO - Epoch [12][6700/7330] lr: 1.000e-04, eta: 1 day, 0:16:46, time: 0.463, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1784, s0.acc: 93.9526, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2368, s1.loss_cls: 0.0851, s1.acc: 94.0603, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1173, s2.loss_cls: 0.0419, s2.acc: 93.8888, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0551, loss: 1.1779 2022-06-15 11:13:02,072 - mmdet - INFO - Epoch [12][6750/7330] lr: 1.000e-04, eta: 1 day, 0:16:19, time: 0.476, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1905, s0.acc: 93.5273, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2451, s1.loss_cls: 0.0919, s1.acc: 93.6192, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1214, s2.loss_cls: 0.0443, s2.acc: 93.6437, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0564, loss: 1.2230 2022-06-15 11:13:24,903 - mmdet - INFO - Epoch [12][6800/7330] lr: 1.000e-04, eta: 1 day, 0:15:51, time: 0.457, data_time: 0.015, memory: 16077, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1822, s0.acc: 93.8328, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2443, s1.loss_cls: 0.0876, s1.acc: 93.9652, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1223, s2.loss_cls: 0.0430, s2.acc: 93.9301, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0575, loss: 1.1983 2022-06-15 11:13:47,100 - mmdet - INFO - Epoch [12][6850/7330] lr: 1.000e-04, eta: 1 day, 0:15:21, time: 0.444, data_time: 0.014, memory: 16077, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1762, s0.acc: 93.9424, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2393, s1.loss_cls: 0.0841, s1.acc: 94.0621, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1173, s2.loss_cls: 0.0422, s2.acc: 93.8104, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0549, loss: 1.1711 2022-06-15 11:14:09,745 - mmdet - INFO - Epoch [12][6900/7330] lr: 1.000e-04, eta: 1 day, 0:14:52, time: 0.453, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1762, s0.acc: 94.1255, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2378, s1.loss_cls: 0.0832, s1.acc: 94.3508, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1183, s2.loss_cls: 0.0404, s2.acc: 94.3307, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0557, loss: 1.1637 2022-06-15 11:14:32,829 - mmdet - INFO - Epoch [12][6950/7330] lr: 1.000e-04, eta: 1 day, 0:14:24, time: 0.461, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1800, s0.acc: 93.9370, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2283, s1.loss_cls: 0.0859, s1.acc: 94.0412, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1137, s2.loss_cls: 0.0419, s2.acc: 94.1036, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.1448 2022-06-15 11:14:56,166 - mmdet - INFO - Epoch [12][7000/7330] lr: 1.000e-04, eta: 1 day, 0:13:56, time: 0.467, data_time: 0.024, memory: 16077, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1915, s0.acc: 93.4495, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2393, s1.loss_cls: 0.0922, s1.acc: 93.5168, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1189, s2.loss_cls: 0.0448, s2.acc: 93.4543, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0558, loss: 1.2164 2022-06-15 11:15:19,083 - mmdet - INFO - Epoch [12][7050/7330] lr: 1.000e-04, eta: 1 day, 0:13:28, time: 0.458, data_time: 0.016, memory: 16077, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1737, s0.acc: 94.1006, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2313, s1.loss_cls: 0.0810, s1.acc: 94.3024, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1143, s2.loss_cls: 0.0397, s2.acc: 94.3269, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1293 2022-06-15 11:15:42,790 - mmdet - INFO - Epoch [12][7100/7330] lr: 1.000e-04, eta: 1 day, 0:13:01, time: 0.474, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1912, s0.acc: 93.3931, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2398, s1.loss_cls: 0.0917, s1.acc: 93.4675, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1196, s2.loss_cls: 0.0445, s2.acc: 93.4282, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0561, loss: 1.2225 2022-06-15 11:16:05,977 - mmdet - INFO - Epoch [12][7150/7330] lr: 1.000e-04, eta: 1 day, 0:12:33, time: 0.464, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1869, s0.acc: 93.7405, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2328, s1.loss_cls: 0.0891, s1.acc: 93.8097, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1175, s2.loss_cls: 0.0443, s2.acc: 93.6485, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0549, loss: 1.1906 2022-06-15 11:16:29,050 - mmdet - INFO - Epoch [12][7200/7330] lr: 1.000e-04, eta: 1 day, 0:12:05, time: 0.461, data_time: 0.017, memory: 16077, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1825, s0.acc: 93.7676, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2399, s1.loss_cls: 0.0868, s1.acc: 93.8593, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1187, s2.loss_cls: 0.0420, s2.acc: 93.9409, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0561, loss: 1.1884 2022-06-15 11:16:52,360 - mmdet - INFO - Epoch [12][7250/7330] lr: 1.000e-04, eta: 1 day, 0:11:37, time: 0.466, data_time: 0.019, memory: 16077, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1802, s0.acc: 93.9412, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2390, s1.loss_cls: 0.0857, s1.acc: 94.1433, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1197, s2.loss_cls: 0.0418, s2.acc: 94.0573, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0559, loss: 1.1579 2022-06-15 11:17:15,423 - mmdet - INFO - Epoch [12][7300/7330] lr: 1.000e-04, eta: 1 day, 0:11:09, time: 0.461, data_time: 0.018, memory: 16077, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1799, s0.acc: 93.8484, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2423, s1.loss_cls: 0.0854, s1.acc: 93.9975, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1201, s2.loss_cls: 0.0416, s2.acc: 93.9220, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0560, loss: 1.1819 2022-06-15 11:17:46,074 - mmdet - INFO - Saving checkpoint at 12 epochs 2022-06-15 14:05:29,175 - mmdet - INFO - Epoch [12][50/7330] lr: 1.000e-04, eta: 12 days, 11:47:25, time: 5.891, data_time: 5.325, memory: 15236, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1814, s0.acc: 93.8567, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2370, s1.loss_cls: 0.0859, s1.acc: 94.0608, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1176, s2.loss_cls: 0.0421, s2.acc: 93.9463, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0551, loss: 1.1862 2022-06-15 14:05:52,754 - mmdet - INFO - Epoch [12][100/7330] lr: 1.000e-04, eta: 6 days, 17:50:59, time: 0.472, data_time: 0.017, memory: 15423, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1703, s0.acc: 94.1589, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2286, s1.loss_cls: 0.0808, s1.acc: 94.3438, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1138, s2.loss_cls: 0.0397, s2.acc: 94.1553, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0535, loss: 1.1330 2022-06-15 14:06:15,644 - mmdet - INFO - Epoch [12][150/7330] lr: 1.000e-04, eta: 4 days, 19:37:50, time: 0.458, data_time: 0.018, memory: 15423, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1713, s0.acc: 94.1895, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2341, s1.loss_cls: 0.0809, s1.acc: 94.2764, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1158, s2.loss_cls: 0.0396, s2.acc: 94.3440, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0545, loss: 1.1363 2022-06-15 14:06:39,505 - mmdet - INFO - Epoch [12][200/7330] lr: 1.000e-04, eta: 3 days, 20:45:58, time: 0.477, data_time: 0.025, memory: 15423, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1838, s0.acc: 93.8125, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2349, s1.loss_cls: 0.0871, s1.acc: 94.0237, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1166, s2.loss_cls: 0.0427, s2.acc: 94.0362, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0549, loss: 1.1814 2022-06-15 14:07:03,243 - mmdet - INFO - Epoch [12][250/7330] lr: 1.000e-04, eta: 3 days, 7:01:08, time: 0.475, data_time: 0.020, memory: 15762, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1777, s0.acc: 93.9473, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2392, s1.loss_cls: 0.0848, s1.acc: 94.1084, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1190, s2.loss_cls: 0.0413, s2.acc: 94.0465, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0558, loss: 1.1641 2022-06-15 14:07:27,104 - mmdet - INFO - Epoch [12][300/7330] lr: 1.000e-04, eta: 2 days, 21:52:23, time: 0.477, data_time: 0.019, memory: 15762, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1792, s0.acc: 93.8438, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2310, s1.loss_cls: 0.0856, s1.acc: 93.9003, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1155, s2.loss_cls: 0.0415, s2.acc: 93.8810, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0548, loss: 1.1635 2022-06-15 14:07:51,122 - mmdet - INFO - Epoch [12][350/7330] lr: 1.000e-04, eta: 2 days, 15:20:41, time: 0.478, data_time: 0.017, memory: 15762, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1818, s0.acc: 93.7739, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2416, s1.loss_cls: 0.0850, s1.acc: 94.1303, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1203, s2.loss_cls: 0.0411, s2.acc: 94.1956, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0565, loss: 1.1892 2022-06-15 14:08:14,572 - mmdet - INFO - Epoch [12][400/7330] lr: 1.000e-04, eta: 2 days, 10:24:13, time: 0.471, data_time: 0.023, memory: 15762, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1762, s0.acc: 94.1121, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2313, s1.loss_cls: 0.0840, s1.acc: 94.2645, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1147, s2.loss_cls: 0.0412, s2.acc: 94.1274, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0541, loss: 1.1317 2022-06-15 14:08:38,610 - mmdet - INFO - Epoch [12][450/7330] lr: 1.000e-04, eta: 2 days, 6:36:45, time: 0.481, data_time: 0.019, memory: 15762, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1805, s0.acc: 93.8831, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2355, s1.loss_cls: 0.0850, s1.acc: 94.0651, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1173, s2.loss_cls: 0.0416, s2.acc: 94.1059, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0551, loss: 1.1716 2022-06-15 14:09:02,154 - mmdet - INFO - Epoch [12][500/7330] lr: 1.000e-04, eta: 2 days, 3:31:40, time: 0.471, data_time: 0.023, memory: 15762, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1865, s0.acc: 93.7092, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2446, s1.loss_cls: 0.0879, s1.acc: 93.9595, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1212, s2.loss_cls: 0.0426, s2.acc: 93.9550, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0569, loss: 1.2003 2022-06-15 14:09:26,047 - mmdet - INFO - Epoch [12][550/7330] lr: 1.000e-04, eta: 2 days, 1:01:55, time: 0.477, data_time: 0.022, memory: 15762, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1865, s0.acc: 93.5027, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2411, s1.loss_cls: 0.0885, s1.acc: 93.6989, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1204, s2.loss_cls: 0.0427, s2.acc: 93.7632, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0569, loss: 1.2200 2022-06-15 14:09:49,609 - mmdet - INFO - Epoch [12][600/7330] lr: 1.000e-04, eta: 1 day, 22:55:43, time: 0.472, data_time: 0.018, memory: 15817, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1792, s0.acc: 93.9854, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2296, s1.loss_cls: 0.0856, s1.acc: 94.1531, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1161, s2.loss_cls: 0.0415, s2.acc: 94.1490, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1476 2022-06-15 14:10:12,731 - mmdet - INFO - Epoch [12][650/7330] lr: 1.000e-04, eta: 1 day, 21:06:42, time: 0.463, data_time: 0.016, memory: 15817, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1676, s0.acc: 94.3809, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2307, s1.loss_cls: 0.0789, s1.acc: 94.4485, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1145, s2.loss_cls: 0.0386, s2.acc: 94.3086, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.1128 2022-06-15 14:10:36,308 - mmdet - INFO - Epoch [12][700/7330] lr: 1.000e-04, eta: 1 day, 19:35:09, time: 0.472, data_time: 0.021, memory: 15817, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1730, s0.acc: 94.1331, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2358, s1.loss_cls: 0.0820, s1.acc: 94.2770, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1169, s2.loss_cls: 0.0401, s2.acc: 94.2649, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0551, loss: 1.1480 2022-06-15 14:10:59,893 - mmdet - INFO - Epoch [12][750/7330] lr: 1.000e-04, eta: 1 day, 18:15:47, time: 0.472, data_time: 0.020, memory: 15817, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1968, s0.acc: 93.3000, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2473, s1.loss_cls: 0.0933, s1.acc: 93.4177, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1220, s2.loss_cls: 0.0453, s2.acc: 93.4920, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0567, loss: 1.2524 2022-06-15 14:11:23,596 - mmdet - INFO - Epoch [12][800/7330] lr: 1.000e-04, eta: 1 day, 17:06:17, time: 0.472, data_time: 0.018, memory: 15817, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1758, s0.acc: 94.0222, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2343, s1.loss_cls: 0.0840, s1.acc: 94.1865, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1159, s2.loss_cls: 0.0409, s2.acc: 93.9975, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1593 2022-06-15 14:11:46,921 - mmdet - INFO - Epoch [12][850/7330] lr: 1.000e-04, eta: 1 day, 16:04:25, time: 0.469, data_time: 0.023, memory: 15817, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1805, s0.acc: 93.7561, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2331, s1.loss_cls: 0.0861, s1.acc: 93.9628, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1172, s2.loss_cls: 0.0421, s2.acc: 93.9885, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0550, loss: 1.1737 2022-06-15 14:12:10,176 - mmdet - INFO - Epoch [12][900/7330] lr: 1.000e-04, eta: 1 day, 15:08:45, time: 0.465, data_time: 0.023, memory: 15817, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1881, s0.acc: 93.6116, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2374, s1.loss_cls: 0.0890, s1.acc: 93.8048, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1180, s2.loss_cls: 0.0432, s2.acc: 93.8391, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0553, loss: 1.1954 2022-06-15 14:12:33,351 - mmdet - INFO - Epoch [12][950/7330] lr: 1.000e-04, eta: 1 day, 14:18:38, time: 0.463, data_time: 0.017, memory: 15817, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1802, s0.acc: 93.9570, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2313, s1.loss_cls: 0.0853, s1.acc: 94.1743, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1146, s2.loss_cls: 0.0417, s2.acc: 94.0795, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1552 2022-06-15 14:12:56,163 - mmdet - INFO - Epoch [12][1000/7330] lr: 1.000e-04, eta: 1 day, 13:32:23, time: 0.456, data_time: 0.022, memory: 15817, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1751, s0.acc: 94.1902, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2303, s1.loss_cls: 0.0830, s1.acc: 94.3862, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1139, s2.loss_cls: 0.0399, s2.acc: 94.4547, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0536, loss: 1.1217 2022-06-15 14:13:19,325 - mmdet - INFO - Epoch [12][1050/7330] lr: 1.000e-04, eta: 1 day, 12:51:32, time: 0.463, data_time: 0.018, memory: 15817, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1681, s0.acc: 94.3357, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2278, s1.loss_cls: 0.0803, s1.acc: 94.4575, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1124, s2.loss_cls: 0.0392, s2.acc: 94.4432, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.1103 2022-06-15 14:13:42,438 - mmdet - INFO - Epoch [12][1100/7330] lr: 1.000e-04, eta: 1 day, 12:14:13, time: 0.462, data_time: 0.019, memory: 16045, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1801, s0.acc: 93.8818, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2354, s1.loss_cls: 0.0846, s1.acc: 94.1309, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1164, s2.loss_cls: 0.0422, s2.acc: 94.0075, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0546, loss: 1.1667 2022-06-15 14:14:05,714 - mmdet - INFO - Epoch [12][1150/7330] lr: 1.000e-04, eta: 1 day, 11:40:32, time: 0.465, data_time: 0.016, memory: 16045, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1835, s0.acc: 93.7092, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2345, s1.loss_cls: 0.0878, s1.acc: 93.8148, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1154, s2.loss_cls: 0.0425, s2.acc: 93.8657, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0541, loss: 1.1841 2022-06-15 14:14:28,636 - mmdet - INFO - Epoch [12][1200/7330] lr: 1.000e-04, eta: 1 day, 11:08:35, time: 0.457, data_time: 0.015, memory: 16045, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1817, s0.acc: 93.8369, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2323, s1.loss_cls: 0.0867, s1.acc: 93.9437, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1152, s2.loss_cls: 0.0416, s2.acc: 94.0184, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0543, loss: 1.1627 2022-06-15 14:14:52,164 - mmdet - INFO - Epoch [12][1250/7330] lr: 1.000e-04, eta: 1 day, 10:40:56, time: 0.472, data_time: 0.021, memory: 16045, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1712, s0.acc: 94.1677, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2327, s1.loss_cls: 0.0812, s1.acc: 94.3038, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1148, s2.loss_cls: 0.0394, s2.acc: 94.3942, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1368 2022-06-15 14:15:15,755 - mmdet - INFO - Epoch [12][1300/7330] lr: 1.000e-04, eta: 1 day, 10:15:21, time: 0.472, data_time: 0.022, memory: 16045, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1752, s0.acc: 94.0376, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2310, s1.loss_cls: 0.0833, s1.acc: 94.0827, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1158, s2.loss_cls: 0.0406, s2.acc: 94.1001, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1403 2022-06-15 14:15:38,996 - mmdet - INFO - Epoch [12][1350/7330] lr: 1.000e-04, eta: 1 day, 9:50:54, time: 0.465, data_time: 0.019, memory: 16045, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1825, s0.acc: 93.7312, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2390, s1.loss_cls: 0.0875, s1.acc: 93.8143, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1191, s2.loss_cls: 0.0430, s2.acc: 93.8579, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0560, loss: 1.1894 2022-06-15 14:16:02,364 - mmdet - INFO - Epoch [12][1400/7330] lr: 1.000e-04, eta: 1 day, 9:28:24, time: 0.467, data_time: 0.020, memory: 16045, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1799, s0.acc: 93.8096, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2377, s1.loss_cls: 0.0853, s1.acc: 93.9941, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1170, s2.loss_cls: 0.0415, s2.acc: 94.0009, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0547, loss: 1.1708 2022-06-15 14:16:26,303 - mmdet - INFO - Epoch [12][1450/7330] lr: 1.000e-04, eta: 1 day, 9:08:39, time: 0.479, data_time: 0.022, memory: 16045, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1936, s0.acc: 93.4717, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2469, s1.loss_cls: 0.0932, s1.acc: 93.5418, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1226, s2.loss_cls: 0.0448, s2.acc: 93.6790, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0578, loss: 1.2267 2022-06-15 14:16:49,845 - mmdet - INFO - Epoch [12][1500/7330] lr: 1.000e-04, eta: 1 day, 8:49:22, time: 0.471, data_time: 0.016, memory: 16045, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1741, s0.acc: 94.0439, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2349, s1.loss_cls: 0.0832, s1.acc: 94.1450, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1169, s2.loss_cls: 0.0414, s2.acc: 94.0716, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0552, loss: 1.1409 2022-06-15 14:17:13,165 - mmdet - INFO - Epoch [12][1550/7330] lr: 1.000e-04, eta: 1 day, 8:30:53, time: 0.466, data_time: 0.016, memory: 16045, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1820, s0.acc: 93.6970, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2332, s1.loss_cls: 0.0872, s1.acc: 93.8375, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1165, s2.loss_cls: 0.0425, s2.acc: 93.7539, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0545, loss: 1.1718 2022-06-15 14:17:36,011 - mmdet - INFO - Epoch [12][1600/7330] lr: 1.000e-04, eta: 1 day, 8:12:28, time: 0.455, data_time: 0.016, memory: 16045, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1733, s0.acc: 94.1997, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2361, s1.loss_cls: 0.0817, s1.acc: 94.3519, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1185, s2.loss_cls: 0.0401, s2.acc: 94.3090, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0559, loss: 1.1405 2022-06-15 14:17:58,919 - mmdet - INFO - Epoch [12][1650/7330] lr: 1.000e-04, eta: 1 day, 7:55:34, time: 0.460, data_time: 0.018, memory: 16045, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1774, s0.acc: 93.9924, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2388, s1.loss_cls: 0.0853, s1.acc: 93.9608, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1180, s2.loss_cls: 0.0413, s2.acc: 93.9469, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0552, loss: 1.1633 2022-06-15 14:18:21,607 - mmdet - INFO - Epoch [12][1700/7330] lr: 1.000e-04, eta: 1 day, 7:39:05, time: 0.454, data_time: 0.014, memory: 16045, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1747, s0.acc: 94.1365, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2377, s1.loss_cls: 0.0836, s1.acc: 94.2488, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1176, s2.loss_cls: 0.0404, s2.acc: 94.2637, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0551, loss: 1.1469 2022-06-15 14:18:44,509 - mmdet - INFO - Epoch [12][1750/7330] lr: 1.000e-04, eta: 1 day, 7:23:55, time: 0.458, data_time: 0.020, memory: 16045, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1789, s0.acc: 93.9763, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2393, s1.loss_cls: 0.0844, s1.acc: 94.1690, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1193, s2.loss_cls: 0.0408, s2.acc: 94.0758, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0565, loss: 1.1707 2022-06-15 14:19:07,640 - mmdet - INFO - Epoch [12][1800/7330] lr: 1.000e-04, eta: 1 day, 7:09:56, time: 0.463, data_time: 0.021, memory: 16045, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1823, s0.acc: 93.7078, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2376, s1.loss_cls: 0.0850, s1.acc: 94.0230, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1181, s2.loss_cls: 0.0418, s2.acc: 93.9152, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0556, loss: 1.1911 2022-06-15 14:19:30,991 - mmdet - INFO - Epoch [12][1850/7330] lr: 1.000e-04, eta: 1 day, 6:57:03, time: 0.467, data_time: 0.017, memory: 16045, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1811, s0.acc: 93.8398, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2376, s1.loss_cls: 0.0855, s1.acc: 93.9585, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1186, s2.loss_cls: 0.0419, s2.acc: 93.9350, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0563, loss: 1.1736 2022-06-15 14:19:54,320 - mmdet - INFO - Epoch [12][1900/7330] lr: 1.000e-04, eta: 1 day, 6:44:48, time: 0.467, data_time: 0.016, memory: 16045, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1680, s0.acc: 94.3110, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2289, s1.loss_cls: 0.0804, s1.acc: 94.4087, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1167, s2.loss_cls: 0.0398, s2.acc: 94.2776, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0552, loss: 1.1174 2022-06-15 14:20:17,932 - mmdet - INFO - Epoch [12][1950/7330] lr: 1.000e-04, eta: 1 day, 6:33:35, time: 0.472, data_time: 0.019, memory: 16045, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1851, s0.acc: 93.7205, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2413, s1.loss_cls: 0.0869, s1.acc: 93.8626, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1192, s2.loss_cls: 0.0427, s2.acc: 93.8131, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0557, loss: 1.1983 2022-06-15 14:20:41,793 - mmdet - INFO - Epoch [12][2000/7330] lr: 1.000e-04, eta: 1 day, 6:23:18, time: 0.477, data_time: 0.018, memory: 16045, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1793, s0.acc: 93.9380, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2350, s1.loss_cls: 0.0856, s1.acc: 94.0772, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1167, s2.loss_cls: 0.0417, s2.acc: 94.1303, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0551, loss: 1.1706 2022-06-15 14:21:05,561 - mmdet - INFO - Epoch [12][2050/7330] lr: 1.000e-04, eta: 1 day, 6:13:21, time: 0.475, data_time: 0.021, memory: 16045, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1815, s0.acc: 93.8572, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2411, s1.loss_cls: 0.0863, s1.acc: 94.0274, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1190, s2.loss_cls: 0.0417, s2.acc: 94.0335, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0560, loss: 1.1820 2022-06-15 14:21:29,165 - mmdet - INFO - Epoch [12][2100/7330] lr: 1.000e-04, eta: 1 day, 6:03:37, time: 0.472, data_time: 0.015, memory: 16045, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1774, s0.acc: 94.0042, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2303, s1.loss_cls: 0.0844, s1.acc: 94.0793, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1139, s2.loss_cls: 0.0410, s2.acc: 94.0387, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1414 2022-06-15 14:21:52,719 - mmdet - INFO - Epoch [12][2150/7330] lr: 1.000e-04, eta: 1 day, 5:54:15, time: 0.471, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1813, s0.acc: 93.9236, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2340, s1.loss_cls: 0.0860, s1.acc: 94.0972, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1159, s2.loss_cls: 0.0419, s2.acc: 94.0168, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1577 2022-06-15 14:22:16,544 - mmdet - INFO - Epoch [12][2200/7330] lr: 1.000e-04, eta: 1 day, 5:45:40, time: 0.476, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1925, s0.acc: 93.6411, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2413, s1.loss_cls: 0.0922, s1.acc: 93.7584, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1203, s2.loss_cls: 0.0447, s2.acc: 93.8420, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0564, loss: 1.2090 2022-06-15 14:22:40,774 - mmdet - INFO - Epoch [12][2250/7330] lr: 1.000e-04, eta: 1 day, 5:37:59, time: 0.485, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1859, s0.acc: 93.6975, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2417, s1.loss_cls: 0.0882, s1.acc: 93.7720, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1186, s2.loss_cls: 0.0426, s2.acc: 93.7670, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0552, loss: 1.1937 2022-06-15 14:23:04,453 - mmdet - INFO - Epoch [12][2300/7330] lr: 1.000e-04, eta: 1 day, 5:29:51, time: 0.473, data_time: 0.014, memory: 16048, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1920, s0.acc: 93.5623, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2389, s1.loss_cls: 0.0903, s1.acc: 93.7395, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1186, s2.loss_cls: 0.0438, s2.acc: 93.7495, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0558, loss: 1.2131 2022-06-15 14:23:27,237 - mmdet - INFO - Epoch [12][2350/7330] lr: 1.000e-04, eta: 1 day, 5:21:00, time: 0.456, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1890, s0.acc: 93.5425, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2402, s1.loss_cls: 0.0909, s1.acc: 93.5972, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1193, s2.loss_cls: 0.0446, s2.acc: 93.4896, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0564, loss: 1.2163 2022-06-15 14:23:50,188 - mmdet - INFO - Epoch [12][2400/7330] lr: 1.000e-04, eta: 1 day, 5:12:40, time: 0.459, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1711, s0.acc: 94.1150, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2358, s1.loss_cls: 0.0809, s1.acc: 94.2251, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1169, s2.loss_cls: 0.0397, s2.acc: 94.1805, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0550, loss: 1.1382 2022-06-15 14:24:13,453 - mmdet - INFO - Epoch [12][2450/7330] lr: 1.000e-04, eta: 1 day, 5:05:02, time: 0.465, data_time: 0.021, memory: 16048, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1753, s0.acc: 94.0789, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2375, s1.loss_cls: 0.0841, s1.acc: 94.1580, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1187, s2.loss_cls: 0.0415, s2.acc: 94.1113, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0558, loss: 1.1669 2022-06-15 14:24:36,044 - mmdet - INFO - Epoch [12][2500/7330] lr: 1.000e-04, eta: 1 day, 4:56:53, time: 0.452, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1745, s0.acc: 94.1384, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2312, s1.loss_cls: 0.0831, s1.acc: 94.3015, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1153, s2.loss_cls: 0.0403, s2.acc: 94.2564, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1410 2022-06-15 14:24:59,077 - mmdet - INFO - Epoch [12][2550/7330] lr: 1.000e-04, eta: 1 day, 4:49:33, time: 0.461, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1797, s0.acc: 93.8423, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2364, s1.loss_cls: 0.0854, s1.acc: 93.9845, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1180, s2.loss_cls: 0.0410, s2.acc: 94.0393, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0553, loss: 1.1701 2022-06-15 14:25:21,448 - mmdet - INFO - Epoch [12][2600/7330] lr: 1.000e-04, eta: 1 day, 4:41:44, time: 0.447, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1724, s0.acc: 94.1426, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2364, s1.loss_cls: 0.0818, s1.acc: 94.2757, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1178, s2.loss_cls: 0.0399, s2.acc: 94.2528, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0555, loss: 1.1472 2022-06-15 14:25:44,188 - mmdet - INFO - Epoch [12][2650/7330] lr: 1.000e-04, eta: 1 day, 4:34:35, time: 0.455, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1802, s0.acc: 93.8655, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2349, s1.loss_cls: 0.0863, s1.acc: 93.9051, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1166, s2.loss_cls: 0.0426, s2.acc: 93.8749, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0547, loss: 1.1732 2022-06-15 14:26:06,897 - mmdet - INFO - Epoch [12][2700/7330] lr: 1.000e-04, eta: 1 day, 4:27:42, time: 0.454, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1817, s0.acc: 93.8796, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2394, s1.loss_cls: 0.0846, s1.acc: 94.0631, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1191, s2.loss_cls: 0.0413, s2.acc: 93.9932, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0557, loss: 1.1852 2022-06-15 14:26:30,174 - mmdet - INFO - Epoch [12][2750/7330] lr: 1.000e-04, eta: 1 day, 4:21:39, time: 0.466, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1772, s0.acc: 94.0256, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2361, s1.loss_cls: 0.0841, s1.acc: 94.2364, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1170, s2.loss_cls: 0.0403, s2.acc: 94.3065, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0552, loss: 1.1588 2022-06-15 14:26:53,682 - mmdet - INFO - Epoch [12][2800/7330] lr: 1.000e-04, eta: 1 day, 4:16:03, time: 0.470, data_time: 0.021, memory: 16048, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1791, s0.acc: 94.0042, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2361, s1.loss_cls: 0.0840, s1.acc: 94.2704, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1173, s2.loss_cls: 0.0409, s2.acc: 94.2613, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0553, loss: 1.1570 2022-06-15 14:27:16,857 - mmdet - INFO - Epoch [12][2850/7330] lr: 1.000e-04, eta: 1 day, 4:10:15, time: 0.463, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1885, s0.acc: 93.6113, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2351, s1.loss_cls: 0.0889, s1.acc: 93.8724, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1173, s2.loss_cls: 0.0431, s2.acc: 93.8531, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0553, loss: 1.1943 2022-06-15 14:27:39,919 - mmdet - INFO - Epoch [12][2900/7330] lr: 1.000e-04, eta: 1 day, 4:04:35, time: 0.462, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1787, s0.acc: 93.9680, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2376, s1.loss_cls: 0.0845, s1.acc: 94.1575, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1182, s2.loss_cls: 0.0409, s2.acc: 94.1557, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0559, loss: 1.1668 2022-06-15 14:28:03,255 - mmdet - INFO - Epoch [12][2950/7330] lr: 1.000e-04, eta: 1 day, 3:59:20, time: 0.467, data_time: 0.022, memory: 16048, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1805, s0.acc: 94.0032, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2348, s1.loss_cls: 0.0862, s1.acc: 94.0847, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1169, s2.loss_cls: 0.0425, s2.acc: 93.9680, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0554, loss: 1.1632 2022-06-15 14:28:26,785 - mmdet - INFO - Epoch [12][3000/7330] lr: 1.000e-04, eta: 1 day, 3:54:26, time: 0.470, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1855, s0.acc: 93.6951, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2420, s1.loss_cls: 0.0872, s1.acc: 93.9136, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1195, s2.loss_cls: 0.0424, s2.acc: 93.8128, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0560, loss: 1.1965 2022-06-15 14:28:50,264 - mmdet - INFO - Epoch [12][3050/7330] lr: 1.000e-04, eta: 1 day, 3:49:40, time: 0.470, data_time: 0.022, memory: 16048, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1815, s0.acc: 93.9224, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2352, s1.loss_cls: 0.0843, s1.acc: 94.1811, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1170, s2.loss_cls: 0.0413, s2.acc: 94.1681, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0555, loss: 1.1664 2022-06-15 14:29:13,240 - mmdet - INFO - Epoch [12][3100/7330] lr: 1.000e-04, eta: 1 day, 3:44:32, time: 0.460, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1715, s0.acc: 94.0872, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2278, s1.loss_cls: 0.0811, s1.acc: 94.2770, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1135, s2.loss_cls: 0.0403, s2.acc: 94.0834, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0535, loss: 1.1283 2022-06-15 14:29:36,456 - mmdet - INFO - Epoch [12][3150/7330] lr: 1.000e-04, eta: 1 day, 3:39:47, time: 0.464, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1811, s0.acc: 93.8433, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2374, s1.loss_cls: 0.0860, s1.acc: 94.0095, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1183, s2.loss_cls: 0.0422, s2.acc: 93.9467, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0554, loss: 1.1749 2022-06-15 14:29:59,471 - mmdet - INFO - Epoch [12][3200/7330] lr: 1.000e-04, eta: 1 day, 3:34:58, time: 0.460, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1852, s0.acc: 93.5559, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2383, s1.loss_cls: 0.0869, s1.acc: 93.8749, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1186, s2.loss_cls: 0.0423, s2.acc: 93.8578, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0563, loss: 1.1854 2022-06-15 14:30:22,451 - mmdet - INFO - Epoch [12][3250/7330] lr: 1.000e-04, eta: 1 day, 3:30:15, time: 0.459, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1810, s0.acc: 93.8379, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2404, s1.loss_cls: 0.0870, s1.acc: 94.0122, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1192, s2.loss_cls: 0.0425, s2.acc: 93.9004, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0561, loss: 1.1823 2022-06-15 14:30:45,613 - mmdet - INFO - Epoch [12][3300/7330] lr: 1.000e-04, eta: 1 day, 3:25:52, time: 0.464, data_time: 0.021, memory: 16048, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1830, s0.acc: 93.8376, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2398, s1.loss_cls: 0.0852, s1.acc: 94.0368, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1190, s2.loss_cls: 0.0419, s2.acc: 94.0238, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0560, loss: 1.1806 2022-06-15 14:31:08,352 - mmdet - INFO - Epoch [12][3350/7330] lr: 1.000e-04, eta: 1 day, 3:21:12, time: 0.455, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1925, s0.acc: 93.6094, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2417, s1.loss_cls: 0.0913, s1.acc: 93.7793, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1198, s2.loss_cls: 0.0440, s2.acc: 93.7662, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0559, loss: 1.2140 2022-06-15 14:31:31,356 - mmdet - INFO - Epoch [12][3400/7330] lr: 1.000e-04, eta: 1 day, 3:16:45, time: 0.457, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1838, s0.acc: 93.8140, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2362, s1.loss_cls: 0.0872, s1.acc: 93.9646, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1173, s2.loss_cls: 0.0423, s2.acc: 93.9489, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1718 2022-06-15 14:31:54,581 - mmdet - INFO - Epoch [12][3450/7330] lr: 1.000e-04, eta: 1 day, 3:12:54, time: 0.468, data_time: 0.022, memory: 16048, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1942, s0.acc: 93.4736, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2382, s1.loss_cls: 0.0922, s1.acc: 93.6535, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1195, s2.loss_cls: 0.0444, s2.acc: 93.6193, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0568, loss: 1.2196 2022-06-15 14:32:16,931 - mmdet - INFO - Epoch [12][3500/7330] lr: 1.000e-04, eta: 1 day, 3:08:15, time: 0.447, data_time: 0.021, memory: 16048, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1772, s0.acc: 94.0059, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2392, s1.loss_cls: 0.0840, s1.acc: 94.1415, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1203, s2.loss_cls: 0.0414, s2.acc: 94.0736, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0567, loss: 1.1686 2022-06-15 14:32:39,903 - mmdet - INFO - Epoch [12][3550/7330] lr: 1.000e-04, eta: 1 day, 3:04:15, time: 0.459, data_time: 0.021, memory: 16048, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1769, s0.acc: 93.8818, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2377, s1.loss_cls: 0.0836, s1.acc: 94.0081, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1177, s2.loss_cls: 0.0414, s2.acc: 93.9911, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0555, loss: 1.1534 2022-06-15 14:33:02,890 - mmdet - INFO - Epoch [12][3600/7330] lr: 1.000e-04, eta: 1 day, 3:00:22, time: 0.460, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1780, s0.acc: 94.0112, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2312, s1.loss_cls: 0.0847, s1.acc: 94.1243, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1172, s2.loss_cls: 0.0411, s2.acc: 94.1450, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0556, loss: 1.1556 2022-06-15 14:33:26,263 - mmdet - INFO - Epoch [12][3650/7330] lr: 1.000e-04, eta: 1 day, 2:56:53, time: 0.467, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1770, s0.acc: 93.8718, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2344, s1.loss_cls: 0.0840, s1.acc: 94.1076, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1165, s2.loss_cls: 0.0406, s2.acc: 94.1363, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0548, loss: 1.1615 2022-06-15 14:33:49,058 - mmdet - INFO - Epoch [12][3700/7330] lr: 1.000e-04, eta: 1 day, 2:53:02, time: 0.456, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1766, s0.acc: 94.0251, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2335, s1.loss_cls: 0.0835, s1.acc: 94.1559, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1152, s2.loss_cls: 0.0405, s2.acc: 94.1444, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1541 2022-06-15 14:34:11,992 - mmdet - INFO - Epoch [12][3750/7330] lr: 1.000e-04, eta: 1 day, 2:49:23, time: 0.459, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1790, s0.acc: 94.0884, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2304, s1.loss_cls: 0.0847, s1.acc: 94.2659, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1141, s2.loss_cls: 0.0416, s2.acc: 94.1735, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1485 2022-06-15 14:34:35,781 - mmdet - INFO - Epoch [12][3800/7330] lr: 1.000e-04, eta: 1 day, 2:46:29, time: 0.476, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1801, s0.acc: 93.7898, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2367, s1.loss_cls: 0.0865, s1.acc: 93.8588, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1179, s2.loss_cls: 0.0418, s2.acc: 93.8579, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0555, loss: 1.1842 2022-06-15 14:34:58,972 - mmdet - INFO - Epoch [12][3850/7330] lr: 1.000e-04, eta: 1 day, 2:43:11, time: 0.464, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1865, s0.acc: 93.7075, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2413, s1.loss_cls: 0.0889, s1.acc: 93.7908, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1196, s2.loss_cls: 0.0425, s2.acc: 93.9664, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0559, loss: 1.1974 2022-06-15 14:35:22,060 - mmdet - INFO - Epoch [12][3900/7330] lr: 1.000e-04, eta: 1 day, 2:39:54, time: 0.462, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1858, s0.acc: 93.7073, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2382, s1.loss_cls: 0.0872, s1.acc: 93.8643, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1183, s2.loss_cls: 0.0424, s2.acc: 93.8495, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0557, loss: 1.1939 2022-06-15 14:35:45,049 - mmdet - INFO - Epoch [12][3950/7330] lr: 1.000e-04, eta: 1 day, 2:36:35, time: 0.460, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1736, s0.acc: 94.1736, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2362, s1.loss_cls: 0.0824, s1.acc: 94.2872, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1180, s2.loss_cls: 0.0405, s2.acc: 94.2037, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0554, loss: 1.1417 2022-06-15 14:36:08,232 - mmdet - INFO - Epoch [12][4000/7330] lr: 1.000e-04, eta: 1 day, 2:33:30, time: 0.463, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1813, s0.acc: 93.9014, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2400, s1.loss_cls: 0.0862, s1.acc: 94.0574, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1186, s2.loss_cls: 0.0418, s2.acc: 93.9546, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0556, loss: 1.1776 2022-06-15 14:36:31,382 - mmdet - INFO - Epoch [12][4050/7330] lr: 1.000e-04, eta: 1 day, 2:30:21, time: 0.460, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1753, s0.acc: 94.0984, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2324, s1.loss_cls: 0.0827, s1.acc: 94.2811, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1152, s2.loss_cls: 0.0406, s2.acc: 94.2982, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.1501 2022-06-15 14:36:54,273 - mmdet - INFO - Epoch [12][4100/7330] lr: 1.000e-04, eta: 1 day, 2:27:18, time: 0.461, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1713, s0.acc: 94.1355, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2353, s1.loss_cls: 0.0806, s1.acc: 94.3685, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1169, s2.loss_cls: 0.0391, s2.acc: 94.2362, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0553, loss: 1.1452 2022-06-15 14:37:16,732 - mmdet - INFO - Epoch [12][4150/7330] lr: 1.000e-04, eta: 1 day, 2:23:54, time: 0.449, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1788, s0.acc: 93.9912, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2375, s1.loss_cls: 0.0850, s1.acc: 94.1180, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1196, s2.loss_cls: 0.0416, s2.acc: 94.0255, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0561, loss: 1.1734 2022-06-15 14:37:39,735 - mmdet - INFO - Epoch [12][4200/7330] lr: 1.000e-04, eta: 1 day, 2:20:57, time: 0.460, data_time: 0.024, memory: 16048, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1882, s0.acc: 93.6606, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2420, s1.loss_cls: 0.0887, s1.acc: 93.8421, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1199, s2.loss_cls: 0.0430, s2.acc: 93.9257, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0567, loss: 1.2074 2022-06-15 14:38:03,033 - mmdet - INFO - Epoch [12][4250/7330] lr: 1.000e-04, eta: 1 day, 2:18:16, time: 0.466, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1800, s0.acc: 93.8574, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2397, s1.loss_cls: 0.0854, s1.acc: 94.0002, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1194, s2.loss_cls: 0.0415, s2.acc: 94.1070, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0564, loss: 1.1783 2022-06-15 14:38:26,031 - mmdet - INFO - Epoch [12][4300/7330] lr: 1.000e-04, eta: 1 day, 2:15:21, time: 0.458, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1842, s0.acc: 93.8669, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2385, s1.loss_cls: 0.0881, s1.acc: 93.9629, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1175, s2.loss_cls: 0.0423, s2.acc: 93.9933, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0552, loss: 1.1774 2022-06-15 14:38:48,666 - mmdet - INFO - Epoch [12][4350/7330] lr: 1.000e-04, eta: 1 day, 2:12:24, time: 0.455, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1842, s0.acc: 93.6848, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2389, s1.loss_cls: 0.0876, s1.acc: 93.8689, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1186, s2.loss_cls: 0.0423, s2.acc: 93.9011, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0560, loss: 1.1880 2022-06-15 14:39:11,623 - mmdet - INFO - Epoch [12][4400/7330] lr: 1.000e-04, eta: 1 day, 2:09:39, time: 0.459, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1827, s0.acc: 93.8901, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2353, s1.loss_cls: 0.0859, s1.acc: 94.1620, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1169, s2.loss_cls: 0.0418, s2.acc: 94.0532, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0548, loss: 1.1789 2022-06-15 14:39:34,632 - mmdet - INFO - Epoch [12][4450/7330] lr: 1.000e-04, eta: 1 day, 2:06:59, time: 0.460, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1948, s0.acc: 93.3242, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2406, s1.loss_cls: 0.0934, s1.acc: 93.4225, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1203, s2.loss_cls: 0.0455, s2.acc: 93.4829, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0570, loss: 1.2303 2022-06-15 14:39:57,260 - mmdet - INFO - Epoch [12][4500/7330] lr: 1.000e-04, eta: 1 day, 2:04:07, time: 0.453, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1889, s0.acc: 93.6968, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2340, s1.loss_cls: 0.0900, s1.acc: 93.7850, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1162, s2.loss_cls: 0.0438, s2.acc: 93.7786, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0546, loss: 1.1899 2022-06-15 14:40:20,281 - mmdet - INFO - Epoch [12][4550/7330] lr: 1.000e-04, eta: 1 day, 2:01:30, time: 0.458, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1828, s0.acc: 93.8979, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2336, s1.loss_cls: 0.0871, s1.acc: 94.0164, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1159, s2.loss_cls: 0.0417, s2.acc: 94.0344, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0548, loss: 1.1612 2022-06-15 14:40:43,021 - mmdet - INFO - Epoch [12][4600/7330] lr: 1.000e-04, eta: 1 day, 1:58:53, time: 0.457, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1826, s0.acc: 93.8086, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2349, s1.loss_cls: 0.0876, s1.acc: 93.8907, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1162, s2.loss_cls: 0.0426, s2.acc: 93.9164, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0546, loss: 1.1597 2022-06-15 14:41:05,437 - mmdet - INFO - Epoch [12][4650/7330] lr: 1.000e-04, eta: 1 day, 1:56:02, time: 0.448, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1815, s0.acc: 93.9358, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2405, s1.loss_cls: 0.0854, s1.acc: 94.1296, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1200, s2.loss_cls: 0.0417, s2.acc: 94.1730, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0566, loss: 1.1736 2022-06-15 14:41:27,493 - mmdet - INFO - Epoch [12][4700/7330] lr: 1.000e-04, eta: 1 day, 1:53:01, time: 0.441, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1781, s0.acc: 94.0144, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2368, s1.loss_cls: 0.0837, s1.acc: 94.1856, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1189, s2.loss_cls: 0.0408, s2.acc: 94.1255, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0555, loss: 1.1510 2022-06-15 14:41:49,959 - mmdet - INFO - Epoch [12][4750/7330] lr: 1.000e-04, eta: 1 day, 1:50:18, time: 0.449, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1865, s0.acc: 93.7515, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2418, s1.loss_cls: 0.0887, s1.acc: 93.8291, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1199, s2.loss_cls: 0.0437, s2.acc: 93.7171, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0565, loss: 1.1981 2022-06-15 14:42:12,776 - mmdet - INFO - Epoch [12][4800/7330] lr: 1.000e-04, eta: 1 day, 1:47:52, time: 0.456, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1837, s0.acc: 93.8430, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2448, s1.loss_cls: 0.0874, s1.acc: 94.0068, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1209, s2.loss_cls: 0.0427, s2.acc: 93.8611, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0566, loss: 1.1855 2022-06-15 14:42:35,854 - mmdet - INFO - Epoch [12][4850/7330] lr: 1.000e-04, eta: 1 day, 1:45:38, time: 0.462, data_time: 0.022, memory: 16048, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1859, s0.acc: 93.6475, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2382, s1.loss_cls: 0.0883, s1.acc: 93.8439, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1173, s2.loss_cls: 0.0428, s2.acc: 93.8986, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0547, loss: 1.1978 2022-06-15 14:42:58,493 - mmdet - INFO - Epoch [12][4900/7330] lr: 1.000e-04, eta: 1 day, 1:43:10, time: 0.453, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1957, s0.acc: 93.4395, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2484, s1.loss_cls: 0.0929, s1.acc: 93.6286, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1241, s2.loss_cls: 0.0447, s2.acc: 93.6843, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0582, loss: 1.2426 2022-06-15 14:43:21,090 - mmdet - INFO - Epoch [12][4950/7330] lr: 1.000e-04, eta: 1 day, 1:40:43, time: 0.452, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1847, s0.acc: 93.7446, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2344, s1.loss_cls: 0.0887, s1.acc: 93.8501, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1164, s2.loss_cls: 0.0435, s2.acc: 93.7589, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0545, loss: 1.1780 2022-06-15 14:43:44,158 - mmdet - INFO - Epoch [12][5000/7330] lr: 1.000e-04, eta: 1 day, 1:38:35, time: 0.462, data_time: 0.014, memory: 16048, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1725, s0.acc: 94.1008, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2348, s1.loss_cls: 0.0829, s1.acc: 94.1543, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1164, s2.loss_cls: 0.0401, s2.acc: 94.2282, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0543, loss: 1.1360 2022-06-15 14:44:07,223 - mmdet - INFO - Epoch [12][5050/7330] lr: 1.000e-04, eta: 1 day, 1:36:29, time: 0.461, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1840, s0.acc: 93.8372, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2369, s1.loss_cls: 0.0867, s1.acc: 94.0274, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1170, s2.loss_cls: 0.0418, s2.acc: 94.0551, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0554, loss: 1.1696 2022-06-15 14:44:30,608 - mmdet - INFO - Epoch [12][5100/7330] lr: 1.000e-04, eta: 1 day, 1:34:37, time: 0.468, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1797, s0.acc: 93.9502, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2298, s1.loss_cls: 0.0851, s1.acc: 94.1028, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1154, s2.loss_cls: 0.0419, s2.acc: 93.9640, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0547, loss: 1.1654 2022-06-15 14:44:53,615 - mmdet - INFO - Epoch [12][5150/7330] lr: 1.000e-04, eta: 1 day, 1:32:33, time: 0.460, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1847, s0.acc: 93.8352, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2419, s1.loss_cls: 0.0876, s1.acc: 93.9036, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1206, s2.loss_cls: 0.0424, s2.acc: 93.9125, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0561, loss: 1.1891 2022-06-15 14:45:16,784 - mmdet - INFO - Epoch [12][5200/7330] lr: 1.000e-04, eta: 1 day, 1:30:36, time: 0.463, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1900, s0.acc: 93.6443, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2426, s1.loss_cls: 0.0892, s1.acc: 93.8897, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1201, s2.loss_cls: 0.0429, s2.acc: 93.9179, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0564, loss: 1.2120 2022-06-15 14:45:39,839 - mmdet - INFO - Epoch [12][5250/7330] lr: 1.000e-04, eta: 1 day, 1:28:38, time: 0.461, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1807, s0.acc: 93.7673, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2382, s1.loss_cls: 0.0857, s1.acc: 93.8721, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1173, s2.loss_cls: 0.0420, s2.acc: 93.8421, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1733 2022-06-15 14:46:02,962 - mmdet - INFO - Epoch [12][5300/7330] lr: 1.000e-04, eta: 1 day, 1:26:44, time: 0.462, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1844, s0.acc: 93.7546, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2414, s1.loss_cls: 0.0864, s1.acc: 93.9476, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1193, s2.loss_cls: 0.0418, s2.acc: 93.9076, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0560, loss: 1.1860 2022-06-15 14:46:26,265 - mmdet - INFO - Epoch [12][5350/7330] lr: 1.000e-04, eta: 1 day, 1:24:57, time: 0.466, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1924, s0.acc: 93.5566, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2390, s1.loss_cls: 0.0911, s1.acc: 93.6156, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1193, s2.loss_cls: 0.0439, s2.acc: 93.6302, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0560, loss: 1.2121 2022-06-15 14:46:49,629 - mmdet - INFO - Epoch [12][5400/7330] lr: 1.000e-04, eta: 1 day, 1:23:14, time: 0.467, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1893, s0.acc: 93.7039, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2422, s1.loss_cls: 0.0892, s1.acc: 93.9102, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1200, s2.loss_cls: 0.0431, s2.acc: 93.8695, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0562, loss: 1.2081 2022-06-15 14:47:13,088 - mmdet - INFO - Epoch [12][5450/7330] lr: 1.000e-04, eta: 1 day, 1:21:35, time: 0.469, data_time: 0.021, memory: 16048, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1846, s0.acc: 93.8804, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2381, s1.loss_cls: 0.0873, s1.acc: 94.0795, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1184, s2.loss_cls: 0.0426, s2.acc: 94.0533, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0553, loss: 1.1828 2022-06-15 14:47:36,380 - mmdet - INFO - Epoch [12][5500/7330] lr: 1.000e-04, eta: 1 day, 1:19:52, time: 0.466, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1795, s0.acc: 93.9841, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2359, s1.loss_cls: 0.0855, s1.acc: 94.0803, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1175, s2.loss_cls: 0.0418, s2.acc: 94.0063, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0551, loss: 1.1713 2022-06-15 14:47:59,587 - mmdet - INFO - Epoch [12][5550/7330] lr: 1.000e-04, eta: 1 day, 1:18:08, time: 0.464, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1911, s0.acc: 93.4858, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2431, s1.loss_cls: 0.0896, s1.acc: 93.7026, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1214, s2.loss_cls: 0.0430, s2.acc: 93.7887, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0571, loss: 1.2274 2022-06-15 14:48:22,931 - mmdet - INFO - Epoch [12][5600/7330] lr: 1.000e-04, eta: 1 day, 1:16:30, time: 0.467, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1764, s0.acc: 94.0088, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2315, s1.loss_cls: 0.0834, s1.acc: 94.2180, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1142, s2.loss_cls: 0.0406, s2.acc: 94.1684, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0538, loss: 1.1523 2022-06-15 14:48:46,523 - mmdet - INFO - Epoch [12][5650/7330] lr: 1.000e-04, eta: 1 day, 1:15:01, time: 0.472, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1909, s0.acc: 93.5525, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2456, s1.loss_cls: 0.0917, s1.acc: 93.6620, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1225, s2.loss_cls: 0.0448, s2.acc: 93.5730, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0574, loss: 1.2273 2022-06-15 14:49:09,648 - mmdet - INFO - Epoch [12][5700/7330] lr: 1.000e-04, eta: 1 day, 1:13:19, time: 0.463, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1857, s0.acc: 93.8701, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2352, s1.loss_cls: 0.0872, s1.acc: 94.0817, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1175, s2.loss_cls: 0.0417, s2.acc: 94.1299, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0554, loss: 1.1772 2022-06-15 14:49:33,113 - mmdet - INFO - Epoch [12][5750/7330] lr: 1.000e-04, eta: 1 day, 1:11:48, time: 0.469, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1793, s0.acc: 93.9226, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2334, s1.loss_cls: 0.0848, s1.acc: 94.1017, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1173, s2.loss_cls: 0.0418, s2.acc: 94.0182, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0556, loss: 1.1624 2022-06-15 14:49:55,774 - mmdet - INFO - Epoch [12][5800/7330] lr: 1.000e-04, eta: 1 day, 1:09:54, time: 0.453, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1864, s0.acc: 93.7751, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2353, s1.loss_cls: 0.0892, s1.acc: 93.8145, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1173, s2.loss_cls: 0.0432, s2.acc: 93.7551, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0555, loss: 1.1871 2022-06-15 14:50:18,893 - mmdet - INFO - Epoch [12][5850/7330] lr: 1.000e-04, eta: 1 day, 1:08:16, time: 0.462, data_time: 0.024, memory: 16048, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1960, s0.acc: 93.5046, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2451, s1.loss_cls: 0.0925, s1.acc: 93.5968, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1220, s2.loss_cls: 0.0445, s2.acc: 93.5889, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0575, loss: 1.2309 2022-06-15 14:50:42,248 - mmdet - INFO - Epoch [12][5900/7330] lr: 1.000e-04, eta: 1 day, 1:06:45, time: 0.467, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1911, s0.acc: 93.5493, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2373, s1.loss_cls: 0.0913, s1.acc: 93.6380, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1184, s2.loss_cls: 0.0444, s2.acc: 93.5774, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0554, loss: 1.2027 2022-06-15 14:51:05,200 - mmdet - INFO - Epoch [12][5950/7330] lr: 1.000e-04, eta: 1 day, 1:05:04, time: 0.459, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1872, s0.acc: 93.7266, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2435, s1.loss_cls: 0.0901, s1.acc: 93.8170, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1213, s2.loss_cls: 0.0437, s2.acc: 93.7581, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0569, loss: 1.1941 2022-06-15 14:51:28,318 - mmdet - INFO - Epoch [12][6000/7330] lr: 1.000e-04, eta: 1 day, 1:03:29, time: 0.462, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1830, s0.acc: 93.7998, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2434, s1.loss_cls: 0.0872, s1.acc: 93.9258, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1197, s2.loss_cls: 0.0429, s2.acc: 93.8011, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0559, loss: 1.1924 2022-06-15 14:51:51,542 - mmdet - INFO - Epoch [12][6050/7330] lr: 1.000e-04, eta: 1 day, 1:01:58, time: 0.464, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1771, s0.acc: 93.9973, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2358, s1.loss_cls: 0.0844, s1.acc: 94.2350, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1176, s2.loss_cls: 0.0413, s2.acc: 94.1096, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0553, loss: 1.1606 2022-06-15 14:52:14,272 - mmdet - INFO - Epoch [12][6100/7330] lr: 1.000e-04, eta: 1 day, 1:00:15, time: 0.455, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1854, s0.acc: 93.7644, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2382, s1.loss_cls: 0.0877, s1.acc: 93.9081, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1174, s2.loss_cls: 0.0428, s2.acc: 94.0068, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0549, loss: 1.1946 2022-06-15 14:52:36,813 - mmdet - INFO - Epoch [12][6150/7330] lr: 1.000e-04, eta: 1 day, 0:58:27, time: 0.451, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1781, s0.acc: 94.0881, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2337, s1.loss_cls: 0.0831, s1.acc: 94.3275, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1155, s2.loss_cls: 0.0406, s2.acc: 94.3210, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0544, loss: 1.1407 2022-06-15 14:52:59,735 - mmdet - INFO - Epoch [12][6200/7330] lr: 1.000e-04, eta: 1 day, 0:56:51, time: 0.458, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1796, s0.acc: 93.9985, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2391, s1.loss_cls: 0.0860, s1.acc: 94.0947, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1192, s2.loss_cls: 0.0420, s2.acc: 94.0924, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0558, loss: 1.1689 2022-06-15 14:53:22,245 - mmdet - INFO - Epoch [12][6250/7330] lr: 1.000e-04, eta: 1 day, 0:55:05, time: 0.450, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1886, s0.acc: 93.6472, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2372, s1.loss_cls: 0.0889, s1.acc: 93.9078, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1171, s2.loss_cls: 0.0427, s2.acc: 93.9335, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0549, loss: 1.2024 2022-06-15 14:53:45,200 - mmdet - INFO - Epoch [12][6300/7330] lr: 1.000e-04, eta: 1 day, 0:53:33, time: 0.459, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1864, s0.acc: 93.6499, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2399, s1.loss_cls: 0.0891, s1.acc: 93.7658, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1194, s2.loss_cls: 0.0434, s2.acc: 93.6993, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0562, loss: 1.2046 2022-06-15 14:54:08,455 - mmdet - INFO - Epoch [12][6350/7330] lr: 1.000e-04, eta: 1 day, 0:52:10, time: 0.465, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1864, s0.acc: 93.7041, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2402, s1.loss_cls: 0.0881, s1.acc: 93.8554, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1190, s2.loss_cls: 0.0425, s2.acc: 93.8472, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0559, loss: 1.1997 2022-06-15 14:54:31,232 - mmdet - INFO - Epoch [12][6400/7330] lr: 1.000e-04, eta: 1 day, 0:50:35, time: 0.456, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1865, s0.acc: 93.7161, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2391, s1.loss_cls: 0.0876, s1.acc: 93.8061, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1193, s2.loss_cls: 0.0424, s2.acc: 93.8225, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0561, loss: 1.1961 2022-06-15 14:54:54,018 - mmdet - INFO - Epoch [12][6450/7330] lr: 1.000e-04, eta: 1 day, 0:49:01, time: 0.456, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1794, s0.acc: 94.0046, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2402, s1.loss_cls: 0.0852, s1.acc: 94.1130, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1190, s2.loss_cls: 0.0421, s2.acc: 93.9734, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0554, loss: 1.1690 2022-06-15 14:55:16,655 - mmdet - INFO - Epoch [12][6500/7330] lr: 1.000e-04, eta: 1 day, 0:47:24, time: 0.453, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1803, s0.acc: 93.8269, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2406, s1.loss_cls: 0.0861, s1.acc: 93.8896, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1191, s2.loss_cls: 0.0421, s2.acc: 93.8759, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0561, loss: 1.1707 2022-06-15 14:55:39,987 - mmdet - INFO - Epoch [12][6550/7330] lr: 1.000e-04, eta: 1 day, 0:46:07, time: 0.467, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1856, s0.acc: 93.7266, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2376, s1.loss_cls: 0.0882, s1.acc: 93.8779, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1177, s2.loss_cls: 0.0431, s2.acc: 93.7803, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0552, loss: 1.1855 2022-06-15 14:56:02,832 - mmdet - INFO - Epoch [12][6600/7330] lr: 1.000e-04, eta: 1 day, 0:44:38, time: 0.457, data_time: 0.021, memory: 16048, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1758, s0.acc: 94.0071, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2313, s1.loss_cls: 0.0836, s1.acc: 94.1573, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1158, s2.loss_cls: 0.0407, s2.acc: 94.2064, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1405 2022-06-15 14:56:25,613 - mmdet - INFO - Epoch [12][6650/7330] lr: 1.000e-04, eta: 1 day, 0:43:08, time: 0.456, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1849, s0.acc: 93.7095, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2429, s1.loss_cls: 0.0886, s1.acc: 93.8672, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1216, s2.loss_cls: 0.0429, s2.acc: 93.7846, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0565, loss: 1.1923 2022-06-15 14:56:48,397 - mmdet - INFO - Epoch [12][6700/7330] lr: 1.000e-04, eta: 1 day, 0:41:40, time: 0.456, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1865, s0.acc: 93.6953, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2427, s1.loss_cls: 0.0885, s1.acc: 93.8047, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1214, s2.loss_cls: 0.0429, s2.acc: 93.7597, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0566, loss: 1.1978 2022-06-15 14:57:11,231 - mmdet - INFO - Epoch [12][6750/7330] lr: 1.000e-04, eta: 1 day, 0:40:13, time: 0.457, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1837, s0.acc: 93.9727, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2309, s1.loss_cls: 0.0880, s1.acc: 94.0258, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1151, s2.loss_cls: 0.0428, s2.acc: 93.9395, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0544, loss: 1.1531 2022-06-15 14:57:34,112 - mmdet - INFO - Epoch [12][6800/7330] lr: 1.000e-04, eta: 1 day, 0:38:49, time: 0.458, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1829, s0.acc: 93.7839, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2422, s1.loss_cls: 0.0866, s1.acc: 93.8868, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1200, s2.loss_cls: 0.0425, s2.acc: 93.7572, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0561, loss: 1.1941 2022-06-15 14:57:56,457 - mmdet - INFO - Epoch [12][6850/7330] lr: 1.000e-04, eta: 1 day, 0:37:12, time: 0.447, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1929, s0.acc: 93.6238, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2416, s1.loss_cls: 0.0908, s1.acc: 93.7003, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1194, s2.loss_cls: 0.0443, s2.acc: 93.6746, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0558, loss: 1.2160 2022-06-15 14:58:18,728 - mmdet - INFO - Epoch [12][6900/7330] lr: 1.000e-04, eta: 1 day, 0:35:34, time: 0.445, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1837, s0.acc: 93.7239, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2381, s1.loss_cls: 0.0890, s1.acc: 93.7953, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1190, s2.loss_cls: 0.0437, s2.acc: 93.6079, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0556, loss: 1.1914 2022-06-15 14:58:41,457 - mmdet - INFO - Epoch [12][6950/7330] lr: 1.000e-04, eta: 1 day, 0:34:08, time: 0.455, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1839, s0.acc: 93.8855, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2407, s1.loss_cls: 0.0874, s1.acc: 93.9486, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1188, s2.loss_cls: 0.0424, s2.acc: 93.8611, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0556, loss: 1.1867 2022-06-15 14:59:04,111 - mmdet - INFO - Epoch [12][7000/7330] lr: 1.000e-04, eta: 1 day, 0:32:42, time: 0.453, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1906, s0.acc: 93.6624, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2390, s1.loss_cls: 0.0906, s1.acc: 93.6933, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1176, s2.loss_cls: 0.0435, s2.acc: 93.7636, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0552, loss: 1.2007 2022-06-15 14:59:26,762 - mmdet - INFO - Epoch [12][7050/7330] lr: 1.000e-04, eta: 1 day, 0:31:17, time: 0.453, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1828, s0.acc: 93.8914, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2361, s1.loss_cls: 0.0876, s1.acc: 93.9190, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1170, s2.loss_cls: 0.0425, s2.acc: 93.9237, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0552, loss: 1.1756 2022-06-15 14:59:49,378 - mmdet - INFO - Epoch [12][7100/7330] lr: 1.000e-04, eta: 1 day, 0:29:51, time: 0.452, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1776, s0.acc: 94.0366, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2341, s1.loss_cls: 0.0846, s1.acc: 94.2135, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1173, s2.loss_cls: 0.0414, s2.acc: 94.1336, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0553, loss: 1.1475 2022-06-15 15:00:11,949 - mmdet - INFO - Epoch [12][7150/7330] lr: 1.000e-04, eta: 1 day, 0:28:26, time: 0.451, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1839, s0.acc: 93.9490, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2404, s1.loss_cls: 0.0879, s1.acc: 94.0878, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1193, s2.loss_cls: 0.0425, s2.acc: 94.0897, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0558, loss: 1.1770 2022-06-15 15:00:34,104 - mmdet - INFO - Epoch [12][7200/7330] lr: 1.000e-04, eta: 1 day, 0:26:50, time: 0.443, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1852, s0.acc: 93.8486, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2337, s1.loss_cls: 0.0891, s1.acc: 93.8974, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1165, s2.loss_cls: 0.0432, s2.acc: 93.9174, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0546, loss: 1.1697 2022-06-15 15:00:56,560 - mmdet - INFO - Epoch [12][7250/7330] lr: 1.000e-04, eta: 1 day, 0:25:24, time: 0.450, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1897, s0.acc: 93.6018, s0.loss_bbox: 0.2570, s0.loss_mask: 0.2498, s1.loss_cls: 0.0916, s1.acc: 93.6274, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1238, s2.loss_cls: 0.0445, s2.acc: 93.6572, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0579, loss: 1.2364 2022-06-15 15:01:19,232 - mmdet - INFO - Epoch [12][7300/7330] lr: 1.000e-04, eta: 1 day, 0:24:03, time: 0.453, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.2026, s0.acc: 93.3145, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2446, s1.loss_cls: 0.0960, s1.acc: 93.5264, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1205, s2.loss_cls: 0.0459, s2.acc: 93.5628, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0563, loss: 1.2369 2022-06-15 15:01:50,964 - mmdet - INFO - Saving checkpoint at 12 epochs 2022-06-15 15:06:16,790 - mmdet - INFO - Evaluating bbox... 2022-06-15 15:06:45,082 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.447 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.631 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.483 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.286 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.477 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.405 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.624 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.743 2022-06-15 15:06:45,083 - mmdet - INFO - Evaluating segm... 2022-06-15 15:07:21,362 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.390 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.604 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.420 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.208 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.417 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.565 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.335 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.677 2022-06-15 15:07:22,054 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 15:07:22,054 - mmdet - INFO - Epoch(val) [12][625] bbox_mAP: 0.4470, bbox_mAP_50: 0.6310, bbox_mAP_75: 0.4830, bbox_mAP_s: 0.2860, bbox_mAP_m: 0.4770, bbox_mAP_l: 0.5930, bbox_mAP_copypaste: 0.447 0.631 0.483 0.286 0.477 0.593, segm_mAP: 0.3900, segm_mAP_50: 0.6040, segm_mAP_75: 0.4200, segm_mAP_s: 0.2080, segm_mAP_m: 0.4170, segm_mAP_l: 0.5650, segm_mAP_copypaste: 0.390 0.604 0.420 0.208 0.417 0.565 2022-06-15 15:12:53,102 - mmdet - INFO - Epoch [13][50/7330] lr: 1.000e-04, eta: 1 day, 2:19:00, time: 6.620, data_time: 6.156, memory: 16048, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1816, s0.acc: 93.7732, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2378, s1.loss_cls: 0.0864, s1.acc: 93.8692, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1189, s2.loss_cls: 0.0422, s2.acc: 93.8796, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0563, loss: 1.1832 2022-06-15 15:13:16,118 - mmdet - INFO - Epoch [13][100/7330] lr: 1.000e-04, eta: 1 day, 2:17:00, time: 0.460, data_time: 0.014, memory: 16048, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1702, s0.acc: 94.2251, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2342, s1.loss_cls: 0.0797, s1.acc: 94.4360, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1165, s2.loss_cls: 0.0393, s2.acc: 94.3249, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0546, loss: 1.1355 2022-06-15 15:13:39,755 - mmdet - INFO - Epoch [13][150/7330] lr: 1.000e-04, eta: 1 day, 2:15:16, time: 0.473, data_time: 0.023, memory: 16048, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1869, s0.acc: 93.6377, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2399, s1.loss_cls: 0.0882, s1.acc: 93.8330, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1191, s2.loss_cls: 0.0431, s2.acc: 93.8531, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0560, loss: 1.1962 2022-06-15 15:14:02,821 - mmdet - INFO - Epoch [13][200/7330] lr: 1.000e-04, eta: 1 day, 2:13:21, time: 0.462, data_time: 0.023, memory: 16048, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1793, s0.acc: 93.9170, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2344, s1.loss_cls: 0.0836, s1.acc: 94.1644, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1175, s2.loss_cls: 0.0408, s2.acc: 94.2017, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0554, loss: 1.1615 2022-06-15 15:14:25,909 - mmdet - INFO - Epoch [13][250/7330] lr: 1.000e-04, eta: 1 day, 2:11:26, time: 0.462, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1760, s0.acc: 93.9583, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2325, s1.loss_cls: 0.0834, s1.acc: 94.1674, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1165, s2.loss_cls: 0.0409, s2.acc: 94.1142, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0546, loss: 1.1436 2022-06-15 15:14:48,932 - mmdet - INFO - Epoch [13][300/7330] lr: 1.000e-04, eta: 1 day, 2:09:32, time: 0.461, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1760, s0.acc: 93.9221, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2293, s1.loss_cls: 0.0840, s1.acc: 93.9788, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1147, s2.loss_cls: 0.0411, s2.acc: 94.0442, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0539, loss: 1.1449 2022-06-15 15:15:12,262 - mmdet - INFO - Epoch [13][350/7330] lr: 1.000e-04, eta: 1 day, 2:07:45, time: 0.467, data_time: 0.021, memory: 16048, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1763, s0.acc: 93.9753, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2303, s1.loss_cls: 0.0830, s1.acc: 94.1670, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1146, s2.loss_cls: 0.0402, s2.acc: 94.1668, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0543, loss: 1.1583 2022-06-15 15:15:35,426 - mmdet - INFO - Epoch [13][400/7330] lr: 1.000e-04, eta: 1 day, 2:05:56, time: 0.463, data_time: 0.021, memory: 16048, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1745, s0.acc: 94.0447, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2407, s1.loss_cls: 0.0828, s1.acc: 94.1793, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1199, s2.loss_cls: 0.0408, s2.acc: 94.0283, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0568, loss: 1.1607 2022-06-15 15:15:58,811 - mmdet - INFO - Epoch [13][450/7330] lr: 1.000e-04, eta: 1 day, 2:04:13, time: 0.468, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1762, s0.acc: 94.0090, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2339, s1.loss_cls: 0.0831, s1.acc: 94.1999, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1176, s2.loss_cls: 0.0402, s2.acc: 94.2132, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0555, loss: 1.1488 2022-06-15 15:16:22,320 - mmdet - INFO - Epoch [13][500/7330] lr: 1.000e-04, eta: 1 day, 2:02:34, time: 0.470, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1749, s0.acc: 93.8745, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2348, s1.loss_cls: 0.0830, s1.acc: 94.0076, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1176, s2.loss_cls: 0.0407, s2.acc: 93.9356, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0554, loss: 1.1586 2022-06-15 15:16:45,277 - mmdet - INFO - Epoch [13][550/7330] lr: 1.000e-04, eta: 1 day, 2:00:43, time: 0.459, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1673, s0.acc: 94.2168, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2288, s1.loss_cls: 0.0795, s1.acc: 94.3831, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1139, s2.loss_cls: 0.0388, s2.acc: 94.3562, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1113 2022-06-15 15:17:08,703 - mmdet - INFO - Epoch [13][600/7330] lr: 1.000e-04, eta: 1 day, 1:59:04, time: 0.468, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1788, s0.acc: 93.9124, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2346, s1.loss_cls: 0.0858, s1.acc: 94.0436, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1173, s2.loss_cls: 0.0421, s2.acc: 93.9252, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0551, loss: 1.1677 2022-06-15 15:17:32,263 - mmdet - INFO - Epoch [13][650/7330] lr: 1.000e-04, eta: 1 day, 1:57:29, time: 0.471, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1793, s0.acc: 93.9561, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2337, s1.loss_cls: 0.0853, s1.acc: 94.0588, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1158, s2.loss_cls: 0.0415, s2.acc: 94.0743, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1632 2022-06-15 15:17:55,301 - mmdet - INFO - Epoch [13][700/7330] lr: 1.000e-04, eta: 1 day, 1:55:43, time: 0.461, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1756, s0.acc: 93.9280, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2323, s1.loss_cls: 0.0832, s1.acc: 94.0965, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1155, s2.loss_cls: 0.0403, s2.acc: 94.0564, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0546, loss: 1.1549 2022-06-15 15:18:18,602 - mmdet - INFO - Epoch [13][750/7330] lr: 1.000e-04, eta: 1 day, 1:54:04, time: 0.466, data_time: 0.021, memory: 16048, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1800, s0.acc: 93.6626, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2375, s1.loss_cls: 0.0865, s1.acc: 93.7480, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1178, s2.loss_cls: 0.0420, s2.acc: 93.7613, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0557, loss: 1.1829 2022-06-15 15:18:41,186 - mmdet - INFO - Epoch [13][800/7330] lr: 1.000e-04, eta: 1 day, 1:52:11, time: 0.452, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1785, s0.acc: 93.9375, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2413, s1.loss_cls: 0.0845, s1.acc: 94.1110, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1201, s2.loss_cls: 0.0417, s2.acc: 94.0935, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0567, loss: 1.1733 2022-06-15 15:19:04,167 - mmdet - INFO - Epoch [13][850/7330] lr: 1.000e-04, eta: 1 day, 1:50:27, time: 0.460, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1839, s0.acc: 93.8345, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2412, s1.loss_cls: 0.0868, s1.acc: 93.9962, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1202, s2.loss_cls: 0.0422, s2.acc: 94.1056, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0567, loss: 1.1872 2022-06-15 15:19:27,060 - mmdet - INFO - Epoch [13][900/7330] lr: 1.000e-04, eta: 1 day, 1:48:42, time: 0.458, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1902, s0.acc: 93.6257, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2422, s1.loss_cls: 0.0893, s1.acc: 93.8224, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1198, s2.loss_cls: 0.0437, s2.acc: 93.7377, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0561, loss: 1.2183 2022-06-15 15:19:49,759 - mmdet - INFO - Epoch [13][950/7330] lr: 1.000e-04, eta: 1 day, 1:46:54, time: 0.454, data_time: 0.014, memory: 16048, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1811, s0.acc: 93.8242, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2357, s1.loss_cls: 0.0861, s1.acc: 93.9012, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1169, s2.loss_cls: 0.0420, s2.acc: 93.9025, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0551, loss: 1.1757 2022-06-15 15:20:12,241 - mmdet - INFO - Epoch [13][1000/7330] lr: 1.000e-04, eta: 1 day, 1:45:03, time: 0.450, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1674, s0.acc: 94.2456, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2297, s1.loss_cls: 0.0802, s1.acc: 94.3387, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1145, s2.loss_cls: 0.0395, s2.acc: 94.1791, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1179 2022-06-15 15:20:35,431 - mmdet - INFO - Epoch [13][1050/7330] lr: 1.000e-04, eta: 1 day, 1:43:27, time: 0.463, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1727, s0.acc: 94.1584, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2375, s1.loss_cls: 0.0808, s1.acc: 94.3980, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1170, s2.loss_cls: 0.0392, s2.acc: 94.4594, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1449 2022-06-15 15:20:58,424 - mmdet - INFO - Epoch [13][1100/7330] lr: 1.000e-04, eta: 1 day, 1:41:48, time: 0.460, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1764, s0.acc: 93.9751, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2376, s1.loss_cls: 0.0836, s1.acc: 94.1009, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1185, s2.loss_cls: 0.0410, s2.acc: 94.0206, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0555, loss: 1.1726 2022-06-15 15:21:20,986 - mmdet - INFO - Epoch [13][1150/7330] lr: 1.000e-04, eta: 1 day, 1:40:02, time: 0.452, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1679, s0.acc: 94.2944, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2314, s1.loss_cls: 0.0803, s1.acc: 94.4213, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1153, s2.loss_cls: 0.0398, s2.acc: 94.2647, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0545, loss: 1.1160 2022-06-15 15:21:44,192 - mmdet - INFO - Epoch [13][1200/7330] lr: 1.000e-04, eta: 1 day, 1:38:29, time: 0.464, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1815, s0.acc: 93.8186, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2303, s1.loss_cls: 0.0859, s1.acc: 93.9755, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1151, s2.loss_cls: 0.0416, s2.acc: 93.9255, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0546, loss: 1.1584 2022-06-15 15:22:07,215 - mmdet - INFO - Epoch [13][1250/7330] lr: 1.000e-04, eta: 1 day, 1:36:54, time: 0.460, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1682, s0.acc: 94.2803, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2302, s1.loss_cls: 0.0793, s1.acc: 94.4023, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1151, s2.loss_cls: 0.0392, s2.acc: 94.2983, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1262 2022-06-15 15:22:30,128 - mmdet - INFO - Epoch [13][1300/7330] lr: 1.000e-04, eta: 1 day, 1:35:17, time: 0.458, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1839, s0.acc: 93.7588, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2359, s1.loss_cls: 0.0863, s1.acc: 93.9652, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1166, s2.loss_cls: 0.0421, s2.acc: 93.9117, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0549, loss: 1.1763 2022-06-15 15:22:53,435 - mmdet - INFO - Epoch [13][1350/7330] lr: 1.000e-04, eta: 1 day, 1:33:48, time: 0.466, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1840, s0.acc: 93.8135, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2352, s1.loss_cls: 0.0872, s1.acc: 93.9747, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1171, s2.loss_cls: 0.0418, s2.acc: 94.0500, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0552, loss: 1.1682 2022-06-15 15:23:16,443 - mmdet - INFO - Epoch [13][1400/7330] lr: 1.000e-04, eta: 1 day, 1:32:16, time: 0.461, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1890, s0.acc: 93.6567, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2461, s1.loss_cls: 0.0898, s1.acc: 93.8356, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1213, s2.loss_cls: 0.0429, s2.acc: 93.8739, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0566, loss: 1.2096 2022-06-15 15:23:39,994 - mmdet - INFO - Epoch [13][1450/7330] lr: 1.000e-04, eta: 1 day, 1:30:50, time: 0.468, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1890, s0.acc: 93.5803, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2407, s1.loss_cls: 0.0893, s1.acc: 93.7322, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1191, s2.loss_cls: 0.0438, s2.acc: 93.7135, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0557, loss: 1.2094 2022-06-15 15:24:03,124 - mmdet - INFO - Epoch [13][1500/7330] lr: 1.000e-04, eta: 1 day, 1:29:24, time: 0.466, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1740, s0.acc: 94.0933, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2315, s1.loss_cls: 0.0824, s1.acc: 94.2314, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1146, s2.loss_cls: 0.0403, s2.acc: 94.2095, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0537, loss: 1.1303 2022-06-15 15:24:25,967 - mmdet - INFO - Epoch [13][1550/7330] lr: 1.000e-04, eta: 1 day, 1:27:50, time: 0.457, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1748, s0.acc: 94.0325, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2384, s1.loss_cls: 0.0831, s1.acc: 94.1808, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1178, s2.loss_cls: 0.0409, s2.acc: 93.9942, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0557, loss: 1.1531 2022-06-15 15:24:49,698 - mmdet - INFO - Epoch [13][1600/7330] lr: 1.000e-04, eta: 1 day, 1:26:34, time: 0.475, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1837, s0.acc: 93.7368, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2360, s1.loss_cls: 0.0877, s1.acc: 93.8469, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1174, s2.loss_cls: 0.0423, s2.acc: 93.8248, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0555, loss: 1.1890 2022-06-15 15:25:12,781 - mmdet - INFO - Epoch [13][1650/7330] lr: 1.000e-04, eta: 1 day, 1:25:06, time: 0.462, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1731, s0.acc: 94.0342, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2391, s1.loss_cls: 0.0813, s1.acc: 94.1766, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1176, s2.loss_cls: 0.0400, s2.acc: 94.1114, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1517 2022-06-15 15:25:35,895 - mmdet - INFO - Epoch [13][1700/7330] lr: 1.000e-04, eta: 1 day, 1:23:39, time: 0.462, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1875, s0.acc: 93.6108, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2375, s1.loss_cls: 0.0896, s1.acc: 93.6160, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1177, s2.loss_cls: 0.0442, s2.acc: 93.5956, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1843 2022-06-15 15:25:58,831 - mmdet - INFO - Epoch [13][1750/7330] lr: 1.000e-04, eta: 1 day, 1:22:09, time: 0.459, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1931, s0.acc: 93.5229, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2496, s1.loss_cls: 0.0905, s1.acc: 93.7199, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1237, s2.loss_cls: 0.0438, s2.acc: 93.7820, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0582, loss: 1.2425 2022-06-15 15:26:21,656 - mmdet - INFO - Epoch [13][1800/7330] lr: 1.000e-04, eta: 1 day, 1:20:38, time: 0.456, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1896, s0.acc: 93.7007, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2392, s1.loss_cls: 0.0900, s1.acc: 93.7763, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1175, s2.loss_cls: 0.0438, s2.acc: 93.8316, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0552, loss: 1.1904 2022-06-15 15:26:44,409 - mmdet - INFO - Epoch [13][1850/7330] lr: 1.000e-04, eta: 1 day, 1:19:07, time: 0.455, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1864, s0.acc: 93.8184, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2352, s1.loss_cls: 0.0879, s1.acc: 94.0413, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1177, s2.loss_cls: 0.0425, s2.acc: 94.0462, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0554, loss: 1.1848 2022-06-15 15:27:07,671 - mmdet - INFO - Epoch [13][1900/7330] lr: 1.000e-04, eta: 1 day, 1:17:44, time: 0.464, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1843, s0.acc: 93.7737, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2344, s1.loss_cls: 0.0876, s1.acc: 93.8831, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1167, s2.loss_cls: 0.0431, s2.acc: 93.7298, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0554, loss: 1.1832 2022-06-15 15:27:30,798 - mmdet - INFO - Epoch [13][1950/7330] lr: 1.000e-04, eta: 1 day, 1:16:22, time: 0.463, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1709, s0.acc: 94.2263, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2302, s1.loss_cls: 0.0814, s1.acc: 94.3528, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1139, s2.loss_cls: 0.0398, s2.acc: 94.2989, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0537, loss: 1.1220 2022-06-15 15:27:53,899 - mmdet - INFO - Epoch [13][2000/7330] lr: 1.000e-04, eta: 1 day, 1:14:59, time: 0.462, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1791, s0.acc: 93.9851, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2338, s1.loss_cls: 0.0844, s1.acc: 94.1554, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1152, s2.loss_cls: 0.0412, s2.acc: 94.0616, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1520 2022-06-15 15:28:17,562 - mmdet - INFO - Epoch [13][2050/7330] lr: 1.000e-04, eta: 1 day, 1:13:48, time: 0.473, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1858, s0.acc: 93.7754, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2360, s1.loss_cls: 0.0880, s1.acc: 93.8932, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1164, s2.loss_cls: 0.0424, s2.acc: 93.9921, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1808 2022-06-15 15:28:41,166 - mmdet - INFO - Epoch [13][2100/7330] lr: 1.000e-04, eta: 1 day, 1:12:35, time: 0.472, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1794, s0.acc: 93.9211, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2278, s1.loss_cls: 0.0841, s1.acc: 94.1740, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1149, s2.loss_cls: 0.0407, s2.acc: 94.1805, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.1498 2022-06-15 15:29:04,724 - mmdet - INFO - Epoch [13][2150/7330] lr: 1.000e-04, eta: 1 day, 1:11:22, time: 0.471, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1850, s0.acc: 93.7751, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2351, s1.loss_cls: 0.0894, s1.acc: 93.8531, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1167, s2.loss_cls: 0.0437, s2.acc: 93.7485, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0548, loss: 1.1816 2022-06-15 15:29:28,378 - mmdet - INFO - Epoch [13][2200/7330] lr: 1.000e-04, eta: 1 day, 1:10:12, time: 0.473, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1783, s0.acc: 93.9353, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2405, s1.loss_cls: 0.0856, s1.acc: 94.0248, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1195, s2.loss_cls: 0.0417, s2.acc: 94.0579, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0565, loss: 1.1770 2022-06-15 15:29:52,308 - mmdet - INFO - Epoch [13][2250/7330] lr: 1.000e-04, eta: 1 day, 1:09:07, time: 0.479, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1772, s0.acc: 93.9597, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2370, s1.loss_cls: 0.0840, s1.acc: 94.1158, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1187, s2.loss_cls: 0.0410, s2.acc: 94.1280, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0557, loss: 1.1667 2022-06-15 15:30:15,221 - mmdet - INFO - Epoch [13][2300/7330] lr: 1.000e-04, eta: 1 day, 1:07:44, time: 0.458, data_time: 0.014, memory: 16048, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1822, s0.acc: 93.8291, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2401, s1.loss_cls: 0.0863, s1.acc: 93.9044, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1194, s2.loss_cls: 0.0419, s2.acc: 93.9921, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0559, loss: 1.1814 2022-06-15 15:30:38,859 - mmdet - INFO - Epoch [13][2350/7330] lr: 1.000e-04, eta: 1 day, 1:06:34, time: 0.473, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1835, s0.acc: 93.7083, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2357, s1.loss_cls: 0.0872, s1.acc: 93.8253, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1185, s2.loss_cls: 0.0424, s2.acc: 93.8668, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0561, loss: 1.1805 2022-06-15 15:31:02,170 - mmdet - INFO - Epoch [13][2400/7330] lr: 1.000e-04, eta: 1 day, 1:05:20, time: 0.466, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1748, s0.acc: 94.0435, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2373, s1.loss_cls: 0.0831, s1.acc: 94.2375, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1186, s2.loss_cls: 0.0399, s2.acc: 94.3054, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0560, loss: 1.1568 2022-06-15 15:31:25,757 - mmdet - INFO - Epoch [13][2450/7330] lr: 1.000e-04, eta: 1 day, 1:04:10, time: 0.472, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1928, s0.acc: 93.5349, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2415, s1.loss_cls: 0.0913, s1.acc: 93.6987, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1198, s2.loss_cls: 0.0438, s2.acc: 93.7628, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0565, loss: 1.2133 2022-06-15 15:31:49,011 - mmdet - INFO - Epoch [13][2500/7330] lr: 1.000e-04, eta: 1 day, 1:02:56, time: 0.465, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1725, s0.acc: 94.1851, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2351, s1.loss_cls: 0.0818, s1.acc: 94.3328, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1170, s2.loss_cls: 0.0399, s2.acc: 94.2857, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0548, loss: 1.1443 2022-06-15 15:32:12,704 - mmdet - INFO - Epoch [13][2550/7330] lr: 1.000e-04, eta: 1 day, 1:01:49, time: 0.474, data_time: 0.013, memory: 16048, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1728, s0.acc: 94.2266, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2333, s1.loss_cls: 0.0806, s1.acc: 94.4297, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1166, s2.loss_cls: 0.0398, s2.acc: 94.3617, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0545, loss: 1.1363 2022-06-15 15:32:35,970 - mmdet - INFO - Epoch [13][2600/7330] lr: 1.000e-04, eta: 1 day, 1:00:36, time: 0.465, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1782, s0.acc: 94.0955, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2385, s1.loss_cls: 0.0838, s1.acc: 94.2606, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1182, s2.loss_cls: 0.0405, s2.acc: 94.2236, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0555, loss: 1.1581 2022-06-15 15:32:59,532 - mmdet - INFO - Epoch [13][2650/7330] lr: 1.000e-04, eta: 1 day, 0:59:28, time: 0.471, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1845, s0.acc: 93.7859, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2379, s1.loss_cls: 0.0880, s1.acc: 93.8825, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1190, s2.loss_cls: 0.0429, s2.acc: 93.8581, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0556, loss: 1.1840 2022-06-15 15:33:22,659 - mmdet - INFO - Epoch [13][2700/7330] lr: 1.000e-04, eta: 1 day, 0:58:13, time: 0.463, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1748, s0.acc: 94.0408, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2287, s1.loss_cls: 0.0841, s1.acc: 94.1475, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1140, s2.loss_cls: 0.0416, s2.acc: 94.1788, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0537, loss: 1.1361 2022-06-15 15:33:45,685 - mmdet - INFO - Epoch [13][2750/7330] lr: 1.000e-04, eta: 1 day, 0:56:56, time: 0.460, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1795, s0.acc: 93.9966, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2390, s1.loss_cls: 0.0852, s1.acc: 94.0636, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1199, s2.loss_cls: 0.0417, s2.acc: 94.0206, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0571, loss: 1.1707 2022-06-15 15:34:08,878 - mmdet - INFO - Epoch [13][2800/7330] lr: 1.000e-04, eta: 1 day, 0:55:44, time: 0.464, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1803, s0.acc: 93.8533, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2392, s1.loss_cls: 0.0853, s1.acc: 94.0804, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1185, s2.loss_cls: 0.0413, s2.acc: 94.0805, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0558, loss: 1.1874 2022-06-15 15:34:31,980 - mmdet - INFO - Epoch [13][2850/7330] lr: 1.000e-04, eta: 1 day, 0:54:30, time: 0.462, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1828, s0.acc: 93.8196, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2353, s1.loss_cls: 0.0862, s1.acc: 93.9419, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1168, s2.loss_cls: 0.0421, s2.acc: 93.9640, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0549, loss: 1.1777 2022-06-15 15:34:55,647 - mmdet - INFO - Epoch [13][2900/7330] lr: 1.000e-04, eta: 1 day, 0:53:26, time: 0.473, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1845, s0.acc: 93.6594, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2410, s1.loss_cls: 0.0871, s1.acc: 93.8447, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1195, s2.loss_cls: 0.0423, s2.acc: 93.9368, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0562, loss: 1.1999 2022-06-15 15:35:19,092 - mmdet - INFO - Epoch [13][2950/7330] lr: 1.000e-04, eta: 1 day, 0:52:19, time: 0.469, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1847, s0.acc: 93.6448, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2407, s1.loss_cls: 0.0878, s1.acc: 93.7952, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1196, s2.loss_cls: 0.0424, s2.acc: 93.8178, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0561, loss: 1.2058 2022-06-15 15:35:42,286 - mmdet - INFO - Epoch [13][3000/7330] lr: 1.000e-04, eta: 1 day, 0:51:08, time: 0.464, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1791, s0.acc: 94.0359, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2360, s1.loss_cls: 0.0845, s1.acc: 94.2994, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1181, s2.loss_cls: 0.0411, s2.acc: 94.1868, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0557, loss: 1.1611 2022-06-15 15:36:04,962 - mmdet - INFO - Epoch [13][3050/7330] lr: 1.000e-04, eta: 1 day, 0:49:49, time: 0.453, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1809, s0.acc: 93.9268, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2363, s1.loss_cls: 0.0857, s1.acc: 94.0800, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1185, s2.loss_cls: 0.0420, s2.acc: 94.0918, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0561, loss: 1.1642 2022-06-15 15:36:28,155 - mmdet - INFO - Epoch [13][3100/7330] lr: 1.000e-04, eta: 1 day, 0:48:39, time: 0.464, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1797, s0.acc: 93.8088, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2350, s1.loss_cls: 0.0845, s1.acc: 94.0769, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1167, s2.loss_cls: 0.0409, s2.acc: 94.0438, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0548, loss: 1.1672 2022-06-15 15:36:51,333 - mmdet - INFO - Epoch [13][3150/7330] lr: 1.000e-04, eta: 1 day, 0:47:29, time: 0.464, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1753, s0.acc: 93.9763, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2389, s1.loss_cls: 0.0835, s1.acc: 94.0901, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1192, s2.loss_cls: 0.0418, s2.acc: 93.9419, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0556, loss: 1.1774 2022-06-15 15:37:14,295 - mmdet - INFO - Epoch [13][3200/7330] lr: 1.000e-04, eta: 1 day, 0:46:17, time: 0.459, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1693, s0.acc: 94.2549, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2337, s1.loss_cls: 0.0790, s1.acc: 94.4970, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1168, s2.loss_cls: 0.0383, s2.acc: 94.5716, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0551, loss: 1.1220 2022-06-15 15:37:37,553 - mmdet - INFO - Epoch [13][3250/7330] lr: 1.000e-04, eta: 1 day, 0:45:09, time: 0.465, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1711, s0.acc: 94.1494, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2345, s1.loss_cls: 0.0802, s1.acc: 94.4254, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1169, s2.loss_cls: 0.0397, s2.acc: 94.3828, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0545, loss: 1.1363 2022-06-15 15:38:01,338 - mmdet - INFO - Epoch [13][3300/7330] lr: 1.000e-04, eta: 1 day, 0:44:10, time: 0.476, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1790, s0.acc: 93.9905, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2348, s1.loss_cls: 0.0850, s1.acc: 94.1845, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1172, s2.loss_cls: 0.0415, s2.acc: 94.0946, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0550, loss: 1.1593 2022-06-15 15:38:24,508 - mmdet - INFO - Epoch [13][3350/7330] lr: 1.000e-04, eta: 1 day, 0:43:02, time: 0.463, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1859, s0.acc: 93.6418, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2425, s1.loss_cls: 0.0876, s1.acc: 93.8267, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1208, s2.loss_cls: 0.0428, s2.acc: 93.8305, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0567, loss: 1.2054 2022-06-15 15:38:48,095 - mmdet - INFO - Epoch [13][3400/7330] lr: 1.000e-04, eta: 1 day, 0:42:01, time: 0.472, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1741, s0.acc: 94.0923, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2372, s1.loss_cls: 0.0839, s1.acc: 94.1930, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1190, s2.loss_cls: 0.0410, s2.acc: 94.1105, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0561, loss: 1.1575 2022-06-15 15:39:11,411 - mmdet - INFO - Epoch [13][3450/7330] lr: 1.000e-04, eta: 1 day, 0:40:56, time: 0.466, data_time: 0.021, memory: 16048, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1931, s0.acc: 93.5137, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2469, s1.loss_cls: 0.0921, s1.acc: 93.5934, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1224, s2.loss_cls: 0.0446, s2.acc: 93.6099, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0571, loss: 1.2378 2022-06-15 15:39:34,499 - mmdet - INFO - Epoch [13][3500/7330] lr: 1.000e-04, eta: 1 day, 0:39:48, time: 0.462, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1807, s0.acc: 93.9585, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2424, s1.loss_cls: 0.0857, s1.acc: 94.1371, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1204, s2.loss_cls: 0.0415, s2.acc: 94.0135, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0565, loss: 1.1904 2022-06-15 15:39:57,408 - mmdet - INFO - Epoch [13][3550/7330] lr: 1.000e-04, eta: 1 day, 0:38:37, time: 0.458, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1822, s0.acc: 93.7622, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2367, s1.loss_cls: 0.0879, s1.acc: 93.7793, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1179, s2.loss_cls: 0.0429, s2.acc: 93.7924, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0553, loss: 1.1789 2022-06-15 15:40:20,288 - mmdet - INFO - Epoch [13][3600/7330] lr: 1.000e-04, eta: 1 day, 0:37:26, time: 0.458, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1897, s0.acc: 93.5669, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2411, s1.loss_cls: 0.0904, s1.acc: 93.7127, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1201, s2.loss_cls: 0.0441, s2.acc: 93.7095, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0564, loss: 1.2091 2022-06-15 15:40:43,487 - mmdet - INFO - Epoch [13][3650/7330] lr: 1.000e-04, eta: 1 day, 0:36:21, time: 0.464, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1776, s0.acc: 93.9717, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2367, s1.loss_cls: 0.0847, s1.acc: 94.0267, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1171, s2.loss_cls: 0.0418, s2.acc: 93.9243, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0546, loss: 1.1671 2022-06-15 15:41:06,382 - mmdet - INFO - Epoch [13][3700/7330] lr: 1.000e-04, eta: 1 day, 0:35:11, time: 0.458, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1873, s0.acc: 93.6284, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2376, s1.loss_cls: 0.0907, s1.acc: 93.6898, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1175, s2.loss_cls: 0.0440, s2.acc: 93.6628, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0550, loss: 1.1922 2022-06-15 15:41:29,481 - mmdet - INFO - Epoch [13][3750/7330] lr: 1.000e-04, eta: 1 day, 0:34:05, time: 0.462, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1841, s0.acc: 93.7002, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2439, s1.loss_cls: 0.0881, s1.acc: 93.7535, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1215, s2.loss_cls: 0.0429, s2.acc: 93.6836, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0567, loss: 1.2135 2022-06-15 15:41:52,313 - mmdet - INFO - Epoch [13][3800/7330] lr: 1.000e-04, eta: 1 day, 0:32:56, time: 0.457, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1805, s0.acc: 93.9116, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2340, s1.loss_cls: 0.0850, s1.acc: 94.1835, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1180, s2.loss_cls: 0.0417, s2.acc: 94.1267, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0558, loss: 1.1625 2022-06-15 15:42:15,716 - mmdet - INFO - Epoch [13][3850/7330] lr: 1.000e-04, eta: 1 day, 0:31:55, time: 0.468, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1848, s0.acc: 93.8491, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2353, s1.loss_cls: 0.0884, s1.acc: 93.9064, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1165, s2.loss_cls: 0.0423, s2.acc: 94.0188, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0550, loss: 1.1855 2022-06-15 15:42:38,813 - mmdet - INFO - Epoch [13][3900/7330] lr: 1.000e-04, eta: 1 day, 0:30:50, time: 0.462, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1803, s0.acc: 93.8855, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2324, s1.loss_cls: 0.0854, s1.acc: 94.0797, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1162, s2.loss_cls: 0.0415, s2.acc: 94.0786, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0547, loss: 1.1649 2022-06-15 15:43:02,038 - mmdet - INFO - Epoch [13][3950/7330] lr: 1.000e-04, eta: 1 day, 0:29:47, time: 0.464, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1825, s0.acc: 93.8789, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2330, s1.loss_cls: 0.0867, s1.acc: 94.0023, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1168, s2.loss_cls: 0.0426, s2.acc: 93.8265, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0553, loss: 1.1738 2022-06-15 15:43:25,243 - mmdet - INFO - Epoch [13][4000/7330] lr: 1.000e-04, eta: 1 day, 0:28:45, time: 0.464, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1751, s0.acc: 94.0916, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2280, s1.loss_cls: 0.0823, s1.acc: 94.2829, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1140, s2.loss_cls: 0.0397, s2.acc: 94.2884, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0538, loss: 1.1292 2022-06-15 15:43:48,452 - mmdet - INFO - Epoch [13][4050/7330] lr: 1.000e-04, eta: 1 day, 0:27:42, time: 0.464, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1735, s0.acc: 94.0000, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2325, s1.loss_cls: 0.0826, s1.acc: 94.2190, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1160, s2.loss_cls: 0.0406, s2.acc: 94.1771, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0543, loss: 1.1464 2022-06-15 15:44:11,612 - mmdet - INFO - Epoch [13][4100/7330] lr: 1.000e-04, eta: 1 day, 0:26:40, time: 0.463, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1807, s0.acc: 93.7561, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2374, s1.loss_cls: 0.0851, s1.acc: 93.9600, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1178, s2.loss_cls: 0.0417, s2.acc: 93.8935, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0555, loss: 1.1762 2022-06-15 15:44:34,909 - mmdet - INFO - Epoch [13][4150/7330] lr: 1.000e-04, eta: 1 day, 0:25:40, time: 0.466, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1757, s0.acc: 93.9290, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2356, s1.loss_cls: 0.0828, s1.acc: 94.0917, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1165, s2.loss_cls: 0.0399, s2.acc: 94.1830, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0547, loss: 1.1519 2022-06-15 15:44:57,681 - mmdet - INFO - Epoch [13][4200/7330] lr: 1.000e-04, eta: 1 day, 0:24:32, time: 0.455, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1733, s0.acc: 94.1807, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2355, s1.loss_cls: 0.0818, s1.acc: 94.3832, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1172, s2.loss_cls: 0.0396, s2.acc: 94.3453, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0550, loss: 1.1415 2022-06-15 15:45:20,577 - mmdet - INFO - Epoch [13][4250/7330] lr: 1.000e-04, eta: 1 day, 0:23:27, time: 0.458, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1735, s0.acc: 94.0605, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2310, s1.loss_cls: 0.0816, s1.acc: 94.2989, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1157, s2.loss_cls: 0.0402, s2.acc: 94.2264, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1368 2022-06-15 15:45:43,544 - mmdet - INFO - Epoch [13][4300/7330] lr: 1.000e-04, eta: 1 day, 0:22:22, time: 0.459, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1781, s0.acc: 94.0151, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2387, s1.loss_cls: 0.0847, s1.acc: 94.1456, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1186, s2.loss_cls: 0.0410, s2.acc: 94.2755, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0562, loss: 1.1684 2022-06-15 15:46:06,239 - mmdet - INFO - Epoch [13][4350/7330] lr: 1.000e-04, eta: 1 day, 0:21:15, time: 0.454, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1848, s0.acc: 93.7976, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2405, s1.loss_cls: 0.0871, s1.acc: 94.0184, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1193, s2.loss_cls: 0.0420, s2.acc: 93.9815, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0557, loss: 1.1810 2022-06-15 15:46:29,650 - mmdet - INFO - Epoch [13][4400/7330] lr: 1.000e-04, eta: 1 day, 0:20:18, time: 0.468, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1915, s0.acc: 93.5581, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2438, s1.loss_cls: 0.0903, s1.acc: 93.7314, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1205, s2.loss_cls: 0.0435, s2.acc: 93.8088, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0571, loss: 1.2218 2022-06-15 15:46:52,148 - mmdet - INFO - Epoch [13][4450/7330] lr: 1.000e-04, eta: 1 day, 0:19:08, time: 0.450, data_time: 0.014, memory: 16048, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1805, s0.acc: 93.9441, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2390, s1.loss_cls: 0.0872, s1.acc: 94.0092, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1183, s2.loss_cls: 0.0423, s2.acc: 93.9762, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0554, loss: 1.1695 2022-06-15 15:47:15,132 - mmdet - INFO - Epoch [13][4500/7330] lr: 1.000e-04, eta: 1 day, 0:18:06, time: 0.460, data_time: 0.015, memory: 16048, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1734, s0.acc: 94.0723, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2413, s1.loss_cls: 0.0830, s1.acc: 94.1467, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1197, s2.loss_cls: 0.0404, s2.acc: 94.2005, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0563, loss: 1.1560 2022-06-15 15:47:38,256 - mmdet - INFO - Epoch [13][4550/7330] lr: 1.000e-04, eta: 1 day, 0:17:06, time: 0.463, data_time: 0.016, memory: 16048, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1697, s0.acc: 94.2358, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2311, s1.loss_cls: 0.0814, s1.acc: 94.3076, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1158, s2.loss_cls: 0.0397, s2.acc: 94.2359, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0543, loss: 1.1137 2022-06-15 15:48:00,762 - mmdet - INFO - Epoch [13][4600/7330] lr: 1.000e-04, eta: 1 day, 0:15:57, time: 0.450, data_time: 0.014, memory: 16048, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1835, s0.acc: 93.7446, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2380, s1.loss_cls: 0.0864, s1.acc: 93.9353, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1190, s2.loss_cls: 0.0423, s2.acc: 93.8612, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0559, loss: 1.1887 2022-06-15 15:48:23,981 - mmdet - INFO - Epoch [13][4650/7330] lr: 1.000e-04, eta: 1 day, 0:14:59, time: 0.464, data_time: 0.018, memory: 16048, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1798, s0.acc: 93.9429, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2309, s1.loss_cls: 0.0846, s1.acc: 94.1175, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1156, s2.loss_cls: 0.0408, s2.acc: 94.2332, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0541, loss: 1.1449 2022-06-15 15:48:46,924 - mmdet - INFO - Epoch [13][4700/7330] lr: 1.000e-04, eta: 1 day, 0:13:57, time: 0.458, data_time: 0.017, memory: 16048, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1768, s0.acc: 94.0405, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2337, s1.loss_cls: 0.0844, s1.acc: 94.1826, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1164, s2.loss_cls: 0.0413, s2.acc: 94.1457, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0551, loss: 1.1538 2022-06-15 15:49:09,846 - mmdet - INFO - Epoch [13][4750/7330] lr: 1.000e-04, eta: 1 day, 0:12:55, time: 0.459, data_time: 0.020, memory: 16048, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1761, s0.acc: 94.1013, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2285, s1.loss_cls: 0.0845, s1.acc: 94.2554, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1137, s2.loss_cls: 0.0410, s2.acc: 94.2347, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0536, loss: 1.1366 2022-06-15 15:49:32,848 - mmdet - INFO - Epoch [13][4800/7330] lr: 1.000e-04, eta: 1 day, 0:11:55, time: 0.460, data_time: 0.019, memory: 16048, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1791, s0.acc: 93.8728, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2335, s1.loss_cls: 0.0841, s1.acc: 94.1452, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1168, s2.loss_cls: 0.0404, s2.acc: 94.2448, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0552, loss: 1.1722 2022-06-15 15:49:55,842 - mmdet - INFO - Epoch [13][4850/7330] lr: 1.000e-04, eta: 1 day, 0:10:55, time: 0.460, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1810, s0.acc: 94.0120, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2284, s1.loss_cls: 0.0851, s1.acc: 94.1515, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1143, s2.loss_cls: 0.0415, s2.acc: 94.0580, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1494 2022-06-15 15:50:19,052 - mmdet - INFO - Epoch [13][4900/7330] lr: 1.000e-04, eta: 1 day, 0:09:59, time: 0.464, data_time: 0.022, memory: 16064, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1762, s0.acc: 93.9895, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2329, s1.loss_cls: 0.0845, s1.acc: 94.2155, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1175, s2.loss_cls: 0.0418, s2.acc: 94.1725, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0552, loss: 1.1554 2022-06-15 15:50:41,806 - mmdet - INFO - Epoch [13][4950/7330] lr: 1.000e-04, eta: 1 day, 0:08:56, time: 0.455, data_time: 0.021, memory: 16064, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1809, s0.acc: 93.8997, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2324, s1.loss_cls: 0.0848, s1.acc: 94.1170, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1163, s2.loss_cls: 0.0407, s2.acc: 94.1808, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0554, loss: 1.1602 2022-06-15 15:51:05,157 - mmdet - INFO - Epoch [13][5000/7330] lr: 1.000e-04, eta: 1 day, 0:08:02, time: 0.467, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1815, s0.acc: 93.8320, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2336, s1.loss_cls: 0.0863, s1.acc: 93.9747, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1150, s2.loss_cls: 0.0421, s2.acc: 93.8746, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0541, loss: 1.1816 2022-06-15 15:51:28,512 - mmdet - INFO - Epoch [13][5050/7330] lr: 1.000e-04, eta: 1 day, 0:07:08, time: 0.467, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1802, s0.acc: 93.8677, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2336, s1.loss_cls: 0.0853, s1.acc: 94.0937, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1171, s2.loss_cls: 0.0420, s2.acc: 94.0194, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0553, loss: 1.1666 2022-06-15 15:51:51,336 - mmdet - INFO - Epoch [13][5100/7330] lr: 1.000e-04, eta: 1 day, 0:06:07, time: 0.457, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1793, s0.acc: 94.0022, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2342, s1.loss_cls: 0.0840, s1.acc: 94.1882, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1177, s2.loss_cls: 0.0406, s2.acc: 94.2290, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0558, loss: 1.1650 2022-06-15 15:52:14,263 - mmdet - INFO - Epoch [13][5150/7330] lr: 1.000e-04, eta: 1 day, 0:05:08, time: 0.459, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1816, s0.acc: 93.9324, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2386, s1.loss_cls: 0.0872, s1.acc: 94.0559, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1190, s2.loss_cls: 0.0429, s2.acc: 93.8793, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0559, loss: 1.1831 2022-06-15 15:52:37,083 - mmdet - INFO - Epoch [13][5200/7330] lr: 1.000e-04, eta: 1 day, 0:04:07, time: 0.456, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1714, s0.acc: 94.1233, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2323, s1.loss_cls: 0.0824, s1.acc: 94.2469, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1155, s2.loss_cls: 0.0403, s2.acc: 94.1228, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0545, loss: 1.1233 2022-06-15 15:53:00,023 - mmdet - INFO - Epoch [13][5250/7330] lr: 1.000e-04, eta: 1 day, 0:03:09, time: 0.459, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1770, s0.acc: 93.9822, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2355, s1.loss_cls: 0.0837, s1.acc: 94.1067, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1169, s2.loss_cls: 0.0407, s2.acc: 94.0758, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0549, loss: 1.1547 2022-06-15 15:53:23,159 - mmdet - INFO - Epoch [13][5300/7330] lr: 1.000e-04, eta: 1 day, 0:02:13, time: 0.463, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1810, s0.acc: 93.8721, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2360, s1.loss_cls: 0.0857, s1.acc: 94.0255, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1160, s2.loss_cls: 0.0422, s2.acc: 93.9523, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0543, loss: 1.1625 2022-06-15 15:53:46,672 - mmdet - INFO - Epoch [13][5350/7330] lr: 1.000e-04, eta: 1 day, 0:01:23, time: 0.470, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1829, s0.acc: 93.7778, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2357, s1.loss_cls: 0.0858, s1.acc: 93.9917, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1177, s2.loss_cls: 0.0412, s2.acc: 94.0515, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0559, loss: 1.1741 2022-06-15 15:54:10,377 - mmdet - INFO - Epoch [13][5400/7330] lr: 1.000e-04, eta: 1 day, 0:00:35, time: 0.473, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1778, s0.acc: 93.9573, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2375, s1.loss_cls: 0.0834, s1.acc: 94.1794, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1190, s2.loss_cls: 0.0409, s2.acc: 94.0441, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0562, loss: 1.1711 2022-06-15 15:54:33,883 - mmdet - INFO - Epoch [13][5450/7330] lr: 1.000e-04, eta: 23:59:46, time: 0.471, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1817, s0.acc: 93.8162, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2391, s1.loss_cls: 0.0848, s1.acc: 93.9980, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1176, s2.loss_cls: 0.0413, s2.acc: 94.0516, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0549, loss: 1.1812 2022-06-15 15:54:57,155 - mmdet - INFO - Epoch [13][5500/7330] lr: 1.000e-04, eta: 23:58:53, time: 0.465, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1795, s0.acc: 93.9124, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2413, s1.loss_cls: 0.0851, s1.acc: 94.0716, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1193, s2.loss_cls: 0.0412, s2.acc: 94.0759, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0561, loss: 1.1791 2022-06-15 15:55:20,252 - mmdet - INFO - Epoch [13][5550/7330] lr: 1.000e-04, eta: 23:57:58, time: 0.462, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1786, s0.acc: 94.0107, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2298, s1.loss_cls: 0.0823, s1.acc: 94.2534, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1149, s2.loss_cls: 0.0401, s2.acc: 94.2625, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1473 2022-06-15 15:55:43,377 - mmdet - INFO - Epoch [13][5600/7330] lr: 1.000e-04, eta: 23:57:04, time: 0.462, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1772, s0.acc: 94.0889, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2366, s1.loss_cls: 0.0837, s1.acc: 94.2452, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1169, s2.loss_cls: 0.0410, s2.acc: 94.1351, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1510 2022-06-15 15:56:06,206 - mmdet - INFO - Epoch [13][5650/7330] lr: 1.000e-04, eta: 23:56:06, time: 0.457, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1764, s0.acc: 94.0300, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2366, s1.loss_cls: 0.0847, s1.acc: 94.0713, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1180, s2.loss_cls: 0.0407, s2.acc: 94.0585, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0555, loss: 1.1617 2022-06-15 15:56:28,608 - mmdet - INFO - Epoch [13][5700/7330] lr: 1.000e-04, eta: 23:55:03, time: 0.448, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1771, s0.acc: 94.0078, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2292, s1.loss_cls: 0.0842, s1.acc: 94.1126, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1147, s2.loss_cls: 0.0416, s2.acc: 94.0150, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0541, loss: 1.1497 2022-06-15 15:56:51,692 - mmdet - INFO - Epoch [13][5750/7330] lr: 1.000e-04, eta: 23:54:09, time: 0.462, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1820, s0.acc: 93.8474, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2333, s1.loss_cls: 0.0854, s1.acc: 94.1122, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1175, s2.loss_cls: 0.0415, s2.acc: 94.0920, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0553, loss: 1.1700 2022-06-15 15:57:14,628 - mmdet - INFO - Epoch [13][5800/7330] lr: 1.000e-04, eta: 23:53:13, time: 0.459, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1799, s0.acc: 94.0283, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2384, s1.loss_cls: 0.0848, s1.acc: 94.1725, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1175, s2.loss_cls: 0.0409, s2.acc: 94.1715, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0550, loss: 1.1617 2022-06-15 15:57:37,877 - mmdet - INFO - Epoch [13][5850/7330] lr: 1.000e-04, eta: 23:52:22, time: 0.465, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1764, s0.acc: 93.9053, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2345, s1.loss_cls: 0.0843, s1.acc: 94.0359, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1163, s2.loss_cls: 0.0409, s2.acc: 94.0227, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0537, loss: 1.1529 2022-06-15 15:58:00,920 - mmdet - INFO - Epoch [13][5900/7330] lr: 1.000e-04, eta: 23:51:28, time: 0.461, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1735, s0.acc: 94.1335, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2314, s1.loss_cls: 0.0822, s1.acc: 94.2709, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1167, s2.loss_cls: 0.0401, s2.acc: 94.2994, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0552, loss: 1.1299 2022-06-15 15:58:24,344 - mmdet - INFO - Epoch [13][5950/7330] lr: 1.000e-04, eta: 23:50:39, time: 0.468, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1762, s0.acc: 93.9290, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2367, s1.loss_cls: 0.0840, s1.acc: 94.0145, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1191, s2.loss_cls: 0.0414, s2.acc: 93.8740, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0563, loss: 1.1707 2022-06-15 15:58:47,587 - mmdet - INFO - Epoch [13][6000/7330] lr: 1.000e-04, eta: 23:49:48, time: 0.465, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1814, s0.acc: 93.9084, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2392, s1.loss_cls: 0.0863, s1.acc: 94.0645, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1188, s2.loss_cls: 0.0421, s2.acc: 94.0463, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0556, loss: 1.1802 2022-06-15 15:59:11,041 - mmdet - INFO - Epoch [13][6050/7330] lr: 1.000e-04, eta: 23:49:00, time: 0.469, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1849, s0.acc: 93.8718, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2358, s1.loss_cls: 0.0874, s1.acc: 94.0952, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1169, s2.loss_cls: 0.0425, s2.acc: 94.0711, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1633 2022-06-15 15:59:34,023 - mmdet - INFO - Epoch [13][6100/7330] lr: 1.000e-04, eta: 23:48:07, time: 0.460, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1859, s0.acc: 93.7676, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2351, s1.loss_cls: 0.0875, s1.acc: 93.9904, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1156, s2.loss_cls: 0.0426, s2.acc: 93.9526, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0541, loss: 1.1782 2022-06-15 15:59:56,922 - mmdet - INFO - Epoch [13][6150/7330] lr: 1.000e-04, eta: 23:47:12, time: 0.458, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1793, s0.acc: 94.0408, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2288, s1.loss_cls: 0.0851, s1.acc: 94.1661, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1150, s2.loss_cls: 0.0418, s2.acc: 94.1043, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1468 2022-06-15 16:00:20,015 - mmdet - INFO - Epoch [13][6200/7330] lr: 1.000e-04, eta: 23:46:20, time: 0.462, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1855, s0.acc: 93.7517, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2401, s1.loss_cls: 0.0876, s1.acc: 93.9744, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1190, s2.loss_cls: 0.0426, s2.acc: 94.0134, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0557, loss: 1.1909 2022-06-15 16:00:42,945 - mmdet - INFO - Epoch [13][6250/7330] lr: 1.000e-04, eta: 23:45:26, time: 0.459, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1718, s0.acc: 94.1360, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2368, s1.loss_cls: 0.0818, s1.acc: 94.3039, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1178, s2.loss_cls: 0.0399, s2.acc: 94.2676, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0554, loss: 1.1530 2022-06-15 16:01:06,330 - mmdet - INFO - Epoch [13][6300/7330] lr: 1.000e-04, eta: 23:44:37, time: 0.466, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1792, s0.acc: 93.8911, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2372, s1.loss_cls: 0.0855, s1.acc: 93.9911, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1178, s2.loss_cls: 0.0420, s2.acc: 93.8675, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0552, loss: 1.1649 2022-06-15 16:01:30,005 - mmdet - INFO - Epoch [13][6350/7330] lr: 1.000e-04, eta: 23:43:55, time: 0.476, data_time: 0.022, memory: 16064, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1818, s0.acc: 93.8958, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2367, s1.loss_cls: 0.0877, s1.acc: 93.9568, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1176, s2.loss_cls: 0.0431, s2.acc: 93.8893, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1681 2022-06-15 16:01:53,639 - mmdet - INFO - Epoch [13][6400/7330] lr: 1.000e-04, eta: 23:43:10, time: 0.473, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1820, s0.acc: 93.9414, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2425, s1.loss_cls: 0.0872, s1.acc: 94.0188, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1208, s2.loss_cls: 0.0424, s2.acc: 93.9953, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0568, loss: 1.1844 2022-06-15 16:02:16,890 - mmdet - INFO - Epoch [13][6450/7330] lr: 1.000e-04, eta: 23:42:20, time: 0.464, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1754, s0.acc: 93.9849, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2355, s1.loss_cls: 0.0835, s1.acc: 94.1527, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1175, s2.loss_cls: 0.0405, s2.acc: 94.1846, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0554, loss: 1.1451 2022-06-15 16:02:39,762 - mmdet - INFO - Epoch [13][6500/7330] lr: 1.000e-04, eta: 23:41:28, time: 0.459, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1898, s0.acc: 93.6316, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2377, s1.loss_cls: 0.0897, s1.acc: 93.8465, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1178, s2.loss_cls: 0.0436, s2.acc: 93.8727, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0552, loss: 1.1932 2022-06-15 16:03:02,965 - mmdet - INFO - Epoch [13][6550/7330] lr: 1.000e-04, eta: 23:40:38, time: 0.464, data_time: 0.026, memory: 16064, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1766, s0.acc: 94.0227, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2347, s1.loss_cls: 0.0836, s1.acc: 94.1644, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1172, s2.loss_cls: 0.0407, s2.acc: 94.1434, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0551, loss: 1.1589 2022-06-15 16:03:25,179 - mmdet - INFO - Epoch [13][6600/7330] lr: 1.000e-04, eta: 23:39:37, time: 0.444, data_time: 0.014, memory: 16064, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1776, s0.acc: 94.0691, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2337, s1.loss_cls: 0.0838, s1.acc: 94.2000, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1175, s2.loss_cls: 0.0410, s2.acc: 94.1507, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0551, loss: 1.1406 2022-06-15 16:03:47,851 - mmdet - INFO - Epoch [13][6650/7330] lr: 1.000e-04, eta: 23:38:42, time: 0.453, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1805, s0.acc: 93.9221, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2333, s1.loss_cls: 0.0836, s1.acc: 94.1709, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1161, s2.loss_cls: 0.0409, s2.acc: 94.1895, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0547, loss: 1.1655 2022-06-15 16:04:10,850 - mmdet - INFO - Epoch [13][6700/7330] lr: 1.000e-04, eta: 23:37:51, time: 0.459, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1785, s0.acc: 93.9766, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2293, s1.loss_cls: 0.0849, s1.acc: 94.1049, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1145, s2.loss_cls: 0.0416, s2.acc: 94.0453, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0536, loss: 1.1508 2022-06-15 16:04:34,196 - mmdet - INFO - Epoch [13][6750/7330] lr: 1.000e-04, eta: 23:37:05, time: 0.467, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1816, s0.acc: 93.7964, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2356, s1.loss_cls: 0.0854, s1.acc: 94.0091, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1175, s2.loss_cls: 0.0416, s2.acc: 93.9943, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0552, loss: 1.1709 2022-06-15 16:04:57,641 - mmdet - INFO - Epoch [13][6800/7330] lr: 1.000e-04, eta: 23:36:19, time: 0.469, data_time: 0.014, memory: 16064, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1782, s0.acc: 93.9551, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2320, s1.loss_cls: 0.0839, s1.acc: 94.1516, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1153, s2.loss_cls: 0.0409, s2.acc: 94.1344, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0537, loss: 1.1518 2022-06-15 16:05:21,579 - mmdet - INFO - Epoch [13][6850/7330] lr: 1.000e-04, eta: 23:35:40, time: 0.479, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1820, s0.acc: 93.7559, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2410, s1.loss_cls: 0.0880, s1.acc: 93.7853, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1193, s2.loss_cls: 0.0431, s2.acc: 93.7184, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0555, loss: 1.1914 2022-06-15 16:05:44,645 - mmdet - INFO - Epoch [13][6900/7330] lr: 1.000e-04, eta: 23:34:51, time: 0.462, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1740, s0.acc: 94.0535, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2367, s1.loss_cls: 0.0841, s1.acc: 94.1310, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1179, s2.loss_cls: 0.0406, s2.acc: 94.1232, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0553, loss: 1.1538 2022-06-15 16:06:07,844 - mmdet - INFO - Epoch [13][6950/7330] lr: 1.000e-04, eta: 23:34:03, time: 0.464, data_time: 0.024, memory: 16064, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1821, s0.acc: 93.7363, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2383, s1.loss_cls: 0.0867, s1.acc: 93.8549, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1183, s2.loss_cls: 0.0427, s2.acc: 93.7470, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0555, loss: 1.1925 2022-06-15 16:06:30,736 - mmdet - INFO - Epoch [13][7000/7330] lr: 1.000e-04, eta: 23:33:12, time: 0.458, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1859, s0.acc: 93.7666, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2338, s1.loss_cls: 0.0887, s1.acc: 93.8596, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1165, s2.loss_cls: 0.0428, s2.acc: 93.9102, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0552, loss: 1.1837 2022-06-15 16:06:53,884 - mmdet - INFO - Epoch [13][7050/7330] lr: 1.000e-04, eta: 23:32:24, time: 0.463, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1796, s0.acc: 94.0659, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2336, s1.loss_cls: 0.0850, s1.acc: 94.1587, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1169, s2.loss_cls: 0.0412, s2.acc: 94.1870, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0549, loss: 1.1449 2022-06-15 16:07:16,853 - mmdet - INFO - Epoch [13][7100/7330] lr: 1.000e-04, eta: 23:31:34, time: 0.459, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1825, s0.acc: 93.7668, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2346, s1.loss_cls: 0.0857, s1.acc: 93.9650, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1167, s2.loss_cls: 0.0418, s2.acc: 93.8326, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1647 2022-06-15 16:07:40,351 - mmdet - INFO - Epoch [13][7150/7330] lr: 1.000e-04, eta: 23:30:50, time: 0.470, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1735, s0.acc: 94.1685, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2354, s1.loss_cls: 0.0821, s1.acc: 94.2907, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1176, s2.loss_cls: 0.0400, s2.acc: 94.2732, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0554, loss: 1.1431 2022-06-15 16:08:03,635 - mmdet - INFO - Epoch [13][7200/7330] lr: 1.000e-04, eta: 23:30:04, time: 0.466, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1847, s0.acc: 93.7446, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2364, s1.loss_cls: 0.0887, s1.acc: 93.7967, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1182, s2.loss_cls: 0.0428, s2.acc: 93.8570, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0557, loss: 1.1854 2022-06-15 16:08:26,507 - mmdet - INFO - Epoch [13][7250/7330] lr: 1.000e-04, eta: 23:29:14, time: 0.457, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1870, s0.acc: 93.7124, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2356, s1.loss_cls: 0.0893, s1.acc: 93.8171, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1171, s2.loss_cls: 0.0433, s2.acc: 93.8271, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0547, loss: 1.1818 2022-06-15 16:08:49,110 - mmdet - INFO - Epoch [13][7300/7330] lr: 1.000e-04, eta: 23:28:20, time: 0.452, data_time: 0.014, memory: 16064, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1776, s0.acc: 93.9717, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2374, s1.loss_cls: 0.0841, s1.acc: 94.1201, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1179, s2.loss_cls: 0.0414, s2.acc: 94.1052, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0558, loss: 1.1646 2022-06-15 16:09:19,050 - mmdet - INFO - Saving checkpoint at 13 epochs 2022-06-15 16:12:41,458 - mmdet - INFO - Evaluating bbox... 2022-06-15 16:13:09,386 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.450 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.636 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.484 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.283 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.483 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.401 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.747 2022-06-15 16:13:09,388 - mmdet - INFO - Evaluating segm... 2022-06-15 16:13:42,156 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.388 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.609 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.418 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.204 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.418 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.512 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.512 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.512 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.331 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.551 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.676 2022-06-15 16:13:42,800 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 16:13:42,800 - mmdet - INFO - Epoch(val) [13][625] bbox_mAP: 0.4500, bbox_mAP_50: 0.6360, bbox_mAP_75: 0.4840, bbox_mAP_s: 0.2830, bbox_mAP_m: 0.4830, bbox_mAP_l: 0.5930, bbox_mAP_copypaste: 0.450 0.636 0.484 0.283 0.483 0.593, segm_mAP: 0.3880, segm_mAP_50: 0.6090, segm_mAP_75: 0.4180, segm_mAP_s: 0.2040, segm_mAP_m: 0.4180, segm_mAP_l: 0.5680, segm_mAP_copypaste: 0.388 0.609 0.418 0.204 0.418 0.568 2022-06-15 16:19:25,922 - mmdet - INFO - Epoch [14][50/7330] lr: 1.000e-04, eta: 1 day, 0:25:32, time: 6.862, data_time: 6.396, memory: 16064, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1710, s0.acc: 94.0559, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2317, s1.loss_cls: 0.0800, s1.acc: 94.2216, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1153, s2.loss_cls: 0.0392, s2.acc: 94.1561, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0544, loss: 1.1368 2022-06-15 16:19:49,541 - mmdet - INFO - Epoch [14][100/7330] lr: 1.000e-04, eta: 1 day, 0:24:38, time: 0.472, data_time: 0.021, memory: 16064, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1699, s0.acc: 94.1917, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2304, s1.loss_cls: 0.0804, s1.acc: 94.2986, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1161, s2.loss_cls: 0.0389, s2.acc: 94.2837, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0543, loss: 1.1192 2022-06-15 16:20:12,799 - mmdet - INFO - Epoch [14][150/7330] lr: 1.000e-04, eta: 1 day, 0:23:39, time: 0.465, data_time: 0.022, memory: 16064, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1672, s0.acc: 94.2766, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2275, s1.loss_cls: 0.0786, s1.acc: 94.4059, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1142, s2.loss_cls: 0.0383, s2.acc: 94.4397, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0543, loss: 1.1154 2022-06-15 16:20:36,860 - mmdet - INFO - Epoch [14][200/7330] lr: 1.000e-04, eta: 1 day, 0:22:51, time: 0.482, data_time: 0.021, memory: 16064, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1726, s0.acc: 93.9270, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2321, s1.loss_cls: 0.0830, s1.acc: 94.0051, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1158, s2.loss_cls: 0.0409, s2.acc: 93.9329, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0541, loss: 1.1467 2022-06-15 16:21:00,345 - mmdet - INFO - Epoch [14][250/7330] lr: 1.000e-04, eta: 1 day, 0:21:55, time: 0.470, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1790, s0.acc: 93.8616, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2339, s1.loss_cls: 0.0844, s1.acc: 94.0339, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1167, s2.loss_cls: 0.0415, s2.acc: 94.0126, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0547, loss: 1.1710 2022-06-15 16:21:24,374 - mmdet - INFO - Epoch [14][300/7330] lr: 1.000e-04, eta: 1 day, 0:21:07, time: 0.481, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1892, s0.acc: 93.5017, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2387, s1.loss_cls: 0.0885, s1.acc: 93.7256, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1188, s2.loss_cls: 0.0435, s2.acc: 93.6534, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0558, loss: 1.2188 2022-06-15 16:21:48,027 - mmdet - INFO - Epoch [14][350/7330] lr: 1.000e-04, eta: 1 day, 0:20:14, time: 0.473, data_time: 0.021, memory: 16064, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1835, s0.acc: 93.7280, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2335, s1.loss_cls: 0.0873, s1.acc: 93.8456, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1172, s2.loss_cls: 0.0421, s2.acc: 93.9289, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0553, loss: 1.1720 2022-06-15 16:22:11,133 - mmdet - INFO - Epoch [14][400/7330] lr: 1.000e-04, eta: 1 day, 0:19:15, time: 0.462, data_time: 0.021, memory: 16064, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1649, s0.acc: 94.2961, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2242, s1.loss_cls: 0.0788, s1.acc: 94.4388, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1116, s2.loss_cls: 0.0386, s2.acc: 94.2958, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0530, loss: 1.0949 2022-06-15 16:22:34,372 - mmdet - INFO - Epoch [14][450/7330] lr: 1.000e-04, eta: 1 day, 0:18:18, time: 0.465, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1679, s0.acc: 94.2974, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2347, s1.loss_cls: 0.0790, s1.acc: 94.5222, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1181, s2.loss_cls: 0.0389, s2.acc: 94.4141, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0560, loss: 1.1325 2022-06-15 16:22:57,748 - mmdet - INFO - Epoch [14][500/7330] lr: 1.000e-04, eta: 1 day, 0:17:22, time: 0.467, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1671, s0.acc: 94.3816, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2337, s1.loss_cls: 0.0793, s1.acc: 94.4846, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1167, s2.loss_cls: 0.0385, s2.acc: 94.4536, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0552, loss: 1.1277 2022-06-15 16:23:21,362 - mmdet - INFO - Epoch [14][550/7330] lr: 1.000e-04, eta: 1 day, 0:16:30, time: 0.472, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1803, s0.acc: 93.8650, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2303, s1.loss_cls: 0.0850, s1.acc: 94.0889, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1137, s2.loss_cls: 0.0412, s2.acc: 94.1640, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0537, loss: 1.1591 2022-06-15 16:23:45,133 - mmdet - INFO - Epoch [14][600/7330] lr: 1.000e-04, eta: 1 day, 0:15:39, time: 0.476, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1760, s0.acc: 93.9502, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2360, s1.loss_cls: 0.0837, s1.acc: 94.1514, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1176, s2.loss_cls: 0.0403, s2.acc: 94.1227, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0553, loss: 1.1638 2022-06-15 16:24:08,539 - mmdet - INFO - Epoch [14][650/7330] lr: 1.000e-04, eta: 1 day, 0:14:45, time: 0.468, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1726, s0.acc: 94.1174, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2295, s1.loss_cls: 0.0832, s1.acc: 94.2593, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1147, s2.loss_cls: 0.0407, s2.acc: 94.2310, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0544, loss: 1.1272 2022-06-15 16:24:31,961 - mmdet - INFO - Epoch [14][700/7330] lr: 1.000e-04, eta: 1 day, 0:13:51, time: 0.468, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1748, s0.acc: 93.9934, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2369, s1.loss_cls: 0.0836, s1.acc: 94.1727, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1187, s2.loss_cls: 0.0404, s2.acc: 94.1977, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0558, loss: 1.1508 2022-06-15 16:24:55,262 - mmdet - INFO - Epoch [14][750/7330] lr: 1.000e-04, eta: 1 day, 0:12:56, time: 0.466, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1735, s0.acc: 93.9946, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2292, s1.loss_cls: 0.0819, s1.acc: 94.1217, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1142, s2.loss_cls: 0.0398, s2.acc: 94.1351, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0543, loss: 1.1411 2022-06-15 16:25:18,698 - mmdet - INFO - Epoch [14][800/7330] lr: 1.000e-04, eta: 1 day, 0:12:02, time: 0.469, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1776, s0.acc: 93.9524, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2320, s1.loss_cls: 0.0835, s1.acc: 94.1575, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1153, s2.loss_cls: 0.0403, s2.acc: 94.1956, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0544, loss: 1.1521 2022-06-15 16:25:42,436 - mmdet - INFO - Epoch [14][850/7330] lr: 1.000e-04, eta: 1 day, 0:11:12, time: 0.475, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1787, s0.acc: 93.8630, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2377, s1.loss_cls: 0.0844, s1.acc: 94.0198, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1193, s2.loss_cls: 0.0415, s2.acc: 93.8838, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0564, loss: 1.1760 2022-06-15 16:26:05,746 - mmdet - INFO - Epoch [14][900/7330] lr: 1.000e-04, eta: 1 day, 0:10:18, time: 0.466, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1777, s0.acc: 93.9033, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2343, s1.loss_cls: 0.0854, s1.acc: 93.8873, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1167, s2.loss_cls: 0.0417, s2.acc: 93.8554, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0547, loss: 1.1653 2022-06-15 16:26:29,344 - mmdet - INFO - Epoch [14][950/7330] lr: 1.000e-04, eta: 1 day, 0:09:27, time: 0.472, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1704, s0.acc: 94.2427, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2369, s1.loss_cls: 0.0808, s1.acc: 94.4136, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1177, s2.loss_cls: 0.0394, s2.acc: 94.3385, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0551, loss: 1.1426 2022-06-15 16:26:52,799 - mmdet - INFO - Epoch [14][1000/7330] lr: 1.000e-04, eta: 1 day, 0:08:34, time: 0.469, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1736, s0.acc: 94.1104, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2318, s1.loss_cls: 0.0827, s1.acc: 94.2383, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1159, s2.loss_cls: 0.0404, s2.acc: 94.1906, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1422 2022-06-15 16:27:16,172 - mmdet - INFO - Epoch [14][1050/7330] lr: 1.000e-04, eta: 1 day, 0:07:41, time: 0.467, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1707, s0.acc: 94.1765, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2329, s1.loss_cls: 0.0809, s1.acc: 94.3409, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1172, s2.loss_cls: 0.0399, s2.acc: 94.2553, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0554, loss: 1.1267 2022-06-15 16:27:39,369 - mmdet - INFO - Epoch [14][1100/7330] lr: 1.000e-04, eta: 1 day, 0:06:46, time: 0.464, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1679, s0.acc: 94.2212, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2301, s1.loss_cls: 0.0799, s1.acc: 94.3600, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1148, s2.loss_cls: 0.0390, s2.acc: 94.3550, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0545, loss: 1.1176 2022-06-15 16:28:02,746 - mmdet - INFO - Epoch [14][1150/7330] lr: 1.000e-04, eta: 1 day, 0:05:53, time: 0.467, data_time: 0.021, memory: 16064, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1840, s0.acc: 93.6968, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2322, s1.loss_cls: 0.0860, s1.acc: 93.9798, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1156, s2.loss_cls: 0.0422, s2.acc: 93.9847, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0542, loss: 1.1783 2022-06-15 16:28:25,936 - mmdet - INFO - Epoch [14][1200/7330] lr: 1.000e-04, eta: 1 day, 0:04:59, time: 0.464, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1732, s0.acc: 94.0498, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2341, s1.loss_cls: 0.0817, s1.acc: 94.1549, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1164, s2.loss_cls: 0.0398, s2.acc: 94.1156, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0549, loss: 1.1379 2022-06-15 16:28:49,022 - mmdet - INFO - Epoch [14][1250/7330] lr: 1.000e-04, eta: 1 day, 0:04:03, time: 0.462, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1736, s0.acc: 94.0725, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2317, s1.loss_cls: 0.0816, s1.acc: 94.3244, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1160, s2.loss_cls: 0.0402, s2.acc: 94.2451, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0548, loss: 1.1393 2022-06-15 16:29:12,250 - mmdet - INFO - Epoch [14][1300/7330] lr: 1.000e-04, eta: 1 day, 0:03:08, time: 0.462, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1644, s0.acc: 94.3169, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2326, s1.loss_cls: 0.0774, s1.acc: 94.4372, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1173, s2.loss_cls: 0.0380, s2.acc: 94.3202, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0557, loss: 1.1292 2022-06-15 16:29:36,118 - mmdet - INFO - Epoch [14][1350/7330] lr: 1.000e-04, eta: 1 day, 0:02:22, time: 0.480, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1737, s0.acc: 94.0901, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2268, s1.loss_cls: 0.0821, s1.acc: 94.3160, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1137, s2.loss_cls: 0.0403, s2.acc: 94.1934, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0535, loss: 1.1285 2022-06-15 16:29:59,695 - mmdet - INFO - Epoch [14][1400/7330] lr: 1.000e-04, eta: 1 day, 0:01:33, time: 0.472, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1782, s0.acc: 94.0183, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2378, s1.loss_cls: 0.0855, s1.acc: 94.1228, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1177, s2.loss_cls: 0.0412, s2.acc: 94.1131, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0549, loss: 1.1697 2022-06-15 16:30:23,069 - mmdet - INFO - Epoch [14][1450/7330] lr: 1.000e-04, eta: 1 day, 0:00:41, time: 0.467, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1720, s0.acc: 94.1528, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2323, s1.loss_cls: 0.0807, s1.acc: 94.3083, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1169, s2.loss_cls: 0.0393, s2.acc: 94.2011, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1355 2022-06-15 16:30:46,494 - mmdet - INFO - Epoch [14][1500/7330] lr: 1.000e-04, eta: 23:59:50, time: 0.468, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1693, s0.acc: 94.1692, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2305, s1.loss_cls: 0.0799, s1.acc: 94.3661, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1168, s2.loss_cls: 0.0392, s2.acc: 94.2430, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0551, loss: 1.1331 2022-06-15 16:31:09,515 - mmdet - INFO - Epoch [14][1550/7330] lr: 1.000e-04, eta: 23:58:55, time: 0.461, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1652, s0.acc: 94.3240, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2261, s1.loss_cls: 0.0790, s1.acc: 94.4275, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1129, s2.loss_cls: 0.0389, s2.acc: 94.4085, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0534, loss: 1.1011 2022-06-15 16:31:32,409 - mmdet - INFO - Epoch [14][1600/7330] lr: 1.000e-04, eta: 23:57:59, time: 0.458, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1779, s0.acc: 93.8799, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2313, s1.loss_cls: 0.0853, s1.acc: 94.0368, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1149, s2.loss_cls: 0.0421, s2.acc: 93.9767, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0540, loss: 1.1598 2022-06-15 16:31:55,721 - mmdet - INFO - Epoch [14][1650/7330] lr: 1.000e-04, eta: 23:57:07, time: 0.466, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1852, s0.acc: 93.7803, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2331, s1.loss_cls: 0.0868, s1.acc: 94.0310, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1163, s2.loss_cls: 0.0420, s2.acc: 94.0186, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0547, loss: 1.1649 2022-06-15 16:32:18,858 - mmdet - INFO - Epoch [14][1700/7330] lr: 1.000e-04, eta: 23:56:14, time: 0.463, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1768, s0.acc: 94.0437, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2376, s1.loss_cls: 0.0826, s1.acc: 94.2664, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1171, s2.loss_cls: 0.0406, s2.acc: 94.1024, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0553, loss: 1.1525 2022-06-15 16:32:42,125 - mmdet - INFO - Epoch [14][1750/7330] lr: 1.000e-04, eta: 23:55:22, time: 0.465, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1851, s0.acc: 93.6104, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2408, s1.loss_cls: 0.0876, s1.acc: 93.8401, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1190, s2.loss_cls: 0.0429, s2.acc: 93.8021, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0561, loss: 1.2036 2022-06-15 16:33:05,317 - mmdet - INFO - Epoch [14][1800/7330] lr: 1.000e-04, eta: 23:54:30, time: 0.464, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1717, s0.acc: 94.1875, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2318, s1.loss_cls: 0.0808, s1.acc: 94.3942, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1156, s2.loss_cls: 0.0396, s2.acc: 94.2857, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0546, loss: 1.1294 2022-06-15 16:33:28,638 - mmdet - INFO - Epoch [14][1850/7330] lr: 1.000e-04, eta: 23:53:39, time: 0.466, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1805, s0.acc: 93.7654, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2369, s1.loss_cls: 0.0854, s1.acc: 93.9233, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1177, s2.loss_cls: 0.0414, s2.acc: 93.9267, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0548, loss: 1.1714 2022-06-15 16:33:51,552 - mmdet - INFO - Epoch [14][1900/7330] lr: 1.000e-04, eta: 23:52:44, time: 0.458, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1833, s0.acc: 93.7834, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2360, s1.loss_cls: 0.0868, s1.acc: 94.0026, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1177, s2.loss_cls: 0.0419, s2.acc: 94.0678, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0556, loss: 1.1853 2022-06-15 16:34:15,054 - mmdet - INFO - Epoch [14][1950/7330] lr: 1.000e-04, eta: 23:51:55, time: 0.470, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1784, s0.acc: 93.9438, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2335, s1.loss_cls: 0.0841, s1.acc: 94.0763, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1162, s2.loss_cls: 0.0416, s2.acc: 94.0184, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0547, loss: 1.1751 2022-06-15 16:34:38,104 - mmdet - INFO - Epoch [14][2000/7330] lr: 1.000e-04, eta: 23:51:02, time: 0.461, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1767, s0.acc: 93.9487, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2398, s1.loss_cls: 0.0836, s1.acc: 94.0450, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1195, s2.loss_cls: 0.0411, s2.acc: 94.0289, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0566, loss: 1.1612 2022-06-15 16:35:01,290 - mmdet - INFO - Epoch [14][2050/7330] lr: 1.000e-04, eta: 23:50:11, time: 0.464, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1765, s0.acc: 93.9995, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2360, s1.loss_cls: 0.0831, s1.acc: 94.1250, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1175, s2.loss_cls: 0.0406, s2.acc: 94.0399, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0549, loss: 1.1690 2022-06-15 16:35:24,257 - mmdet - INFO - Epoch [14][2100/7330] lr: 1.000e-04, eta: 23:49:17, time: 0.459, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1716, s0.acc: 94.1013, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2349, s1.loss_cls: 0.0823, s1.acc: 94.1910, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1178, s2.loss_cls: 0.0405, s2.acc: 94.1300, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0552, loss: 1.1498 2022-06-15 16:35:47,361 - mmdet - INFO - Epoch [14][2150/7330] lr: 1.000e-04, eta: 23:48:25, time: 0.462, data_time: 0.021, memory: 16064, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1827, s0.acc: 93.8884, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2362, s1.loss_cls: 0.0868, s1.acc: 94.0077, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1180, s2.loss_cls: 0.0426, s2.acc: 93.8575, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0557, loss: 1.1741 2022-06-15 16:36:10,864 - mmdet - INFO - Epoch [14][2200/7330] lr: 1.000e-04, eta: 23:47:37, time: 0.470, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1774, s0.acc: 93.9258, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2339, s1.loss_cls: 0.0837, s1.acc: 94.1827, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1174, s2.loss_cls: 0.0408, s2.acc: 94.0972, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0557, loss: 1.1599 2022-06-15 16:36:34,065 - mmdet - INFO - Epoch [14][2250/7330] lr: 1.000e-04, eta: 23:46:47, time: 0.464, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1738, s0.acc: 94.0806, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2347, s1.loss_cls: 0.0826, s1.acc: 94.1947, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1180, s2.loss_cls: 0.0398, s2.acc: 94.2831, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0556, loss: 1.1387 2022-06-15 16:36:57,888 - mmdet - INFO - Epoch [14][2300/7330] lr: 1.000e-04, eta: 23:46:02, time: 0.476, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1852, s0.acc: 93.7329, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2401, s1.loss_cls: 0.0886, s1.acc: 93.8199, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1188, s2.loss_cls: 0.0430, s2.acc: 93.8874, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0558, loss: 1.1986 2022-06-15 16:37:21,550 - mmdet - INFO - Epoch [14][2350/7330] lr: 1.000e-04, eta: 23:45:16, time: 0.473, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1697, s0.acc: 94.2837, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2224, s1.loss_cls: 0.0806, s1.acc: 94.4602, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1107, s2.loss_cls: 0.0396, s2.acc: 94.4382, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.1055 2022-06-15 16:37:44,480 - mmdet - INFO - Epoch [14][2400/7330] lr: 1.000e-04, eta: 23:44:23, time: 0.458, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1603, s0.acc: 94.5056, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2299, s1.loss_cls: 0.0762, s1.acc: 94.5618, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1143, s2.loss_cls: 0.0374, s2.acc: 94.5153, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0539, loss: 1.0890 2022-06-15 16:38:07,610 - mmdet - INFO - Epoch [14][2450/7330] lr: 1.000e-04, eta: 23:43:33, time: 0.463, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1753, s0.acc: 93.9805, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2351, s1.loss_cls: 0.0823, s1.acc: 94.1837, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1177, s2.loss_cls: 0.0406, s2.acc: 94.0663, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0552, loss: 1.1555 2022-06-15 16:38:31,141 - mmdet - INFO - Epoch [14][2500/7330] lr: 1.000e-04, eta: 23:42:46, time: 0.471, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1723, s0.acc: 94.1028, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2400, s1.loss_cls: 0.0819, s1.acc: 94.2764, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1181, s2.loss_cls: 0.0396, s2.acc: 94.2120, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0551, loss: 1.1519 2022-06-15 16:38:54,583 - mmdet - INFO - Epoch [14][2550/7330] lr: 1.000e-04, eta: 23:41:58, time: 0.469, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1792, s0.acc: 93.9482, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2350, s1.loss_cls: 0.0848, s1.acc: 94.1194, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1159, s2.loss_cls: 0.0414, s2.acc: 93.9899, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0546, loss: 1.1635 2022-06-15 16:39:18,251 - mmdet - INFO - Epoch [14][2600/7330] lr: 1.000e-04, eta: 23:41:13, time: 0.473, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1725, s0.acc: 94.0393, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2362, s1.loss_cls: 0.0810, s1.acc: 94.2788, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1181, s2.loss_cls: 0.0392, s2.acc: 94.3130, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0556, loss: 1.1607 2022-06-15 16:39:41,324 - mmdet - INFO - Epoch [14][2650/7330] lr: 1.000e-04, eta: 23:40:22, time: 0.461, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1654, s0.acc: 94.3601, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2283, s1.loss_cls: 0.0777, s1.acc: 94.5043, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1150, s2.loss_cls: 0.0381, s2.acc: 94.4551, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1126 2022-06-15 16:40:04,767 - mmdet - INFO - Epoch [14][2700/7330] lr: 1.000e-04, eta: 23:39:35, time: 0.469, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1712, s0.acc: 94.1431, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2354, s1.loss_cls: 0.0812, s1.acc: 94.3036, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1176, s2.loss_cls: 0.0393, s2.acc: 94.3178, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0551, loss: 1.1391 2022-06-15 16:40:28,405 - mmdet - INFO - Epoch [14][2750/7330] lr: 1.000e-04, eta: 23:38:50, time: 0.473, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1810, s0.acc: 93.8599, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2397, s1.loss_cls: 0.0853, s1.acc: 94.0029, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1193, s2.loss_cls: 0.0417, s2.acc: 94.0073, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0559, loss: 1.1755 2022-06-15 16:40:51,150 - mmdet - INFO - Epoch [14][2800/7330] lr: 1.000e-04, eta: 23:37:57, time: 0.455, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1692, s0.acc: 94.2383, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2347, s1.loss_cls: 0.0810, s1.acc: 94.3740, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1169, s2.loss_cls: 0.0398, s2.acc: 94.3469, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0548, loss: 1.1284 2022-06-15 16:41:14,840 - mmdet - INFO - Epoch [14][2850/7330] lr: 1.000e-04, eta: 23:37:13, time: 0.474, data_time: 0.016, memory: 16064, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1754, s0.acc: 93.9395, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2365, s1.loss_cls: 0.0840, s1.acc: 94.0646, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1178, s2.loss_cls: 0.0412, s2.acc: 93.9544, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0552, loss: 1.1618 2022-06-15 16:41:38,211 - mmdet - INFO - Epoch [14][2900/7330] lr: 1.000e-04, eta: 23:36:25, time: 0.467, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1778, s0.acc: 93.9133, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2362, s1.loss_cls: 0.0837, s1.acc: 94.0920, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1166, s2.loss_cls: 0.0412, s2.acc: 94.0154, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0542, loss: 1.1642 2022-06-15 16:42:01,316 - mmdet - INFO - Epoch [14][2950/7330] lr: 1.000e-04, eta: 23:35:36, time: 0.462, data_time: 0.022, memory: 16064, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1743, s0.acc: 93.9773, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2441, s1.loss_cls: 0.0810, s1.acc: 94.2814, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1215, s2.loss_cls: 0.0392, s2.acc: 94.2312, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0573, loss: 1.1703 2022-06-15 16:42:24,563 - mmdet - INFO - Epoch [14][3000/7330] lr: 1.000e-04, eta: 23:34:48, time: 0.464, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1808, s0.acc: 93.8257, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2339, s1.loss_cls: 0.0859, s1.acc: 94.0467, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1154, s2.loss_cls: 0.0418, s2.acc: 93.9456, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0544, loss: 1.1647 2022-06-15 16:42:47,781 - mmdet - INFO - Epoch [14][3050/7330] lr: 1.000e-04, eta: 23:33:58, time: 0.461, data_time: 0.015, memory: 16064, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1740, s0.acc: 93.9731, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2350, s1.loss_cls: 0.0830, s1.acc: 94.0381, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1166, s2.loss_cls: 0.0408, s2.acc: 94.0420, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0554, loss: 1.1478 2022-06-15 16:43:10,688 - mmdet - INFO - Epoch [14][3100/7330] lr: 1.000e-04, eta: 23:33:08, time: 0.461, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1720, s0.acc: 94.1025, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2324, s1.loss_cls: 0.0805, s1.acc: 94.3276, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1154, s2.loss_cls: 0.0390, s2.acc: 94.4073, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0546, loss: 1.1327 2022-06-15 16:43:33,699 - mmdet - INFO - Epoch [14][3150/7330] lr: 1.000e-04, eta: 23:32:19, time: 0.461, data_time: 0.020, memory: 16064, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1951, s0.acc: 93.4175, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2380, s1.loss_cls: 0.0919, s1.acc: 93.6986, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1178, s2.loss_cls: 0.0445, s2.acc: 93.7009, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0553, loss: 1.2105 2022-06-15 16:43:56,619 - mmdet - INFO - Epoch [14][3200/7330] lr: 1.000e-04, eta: 23:31:28, time: 0.458, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1749, s0.acc: 94.1042, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2361, s1.loss_cls: 0.0838, s1.acc: 94.2047, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1178, s2.loss_cls: 0.0410, s2.acc: 94.1397, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0555, loss: 1.1554 2022-06-15 16:44:19,863 - mmdet - INFO - Epoch [14][3250/7330] lr: 1.000e-04, eta: 23:30:41, time: 0.465, data_time: 0.018, memory: 16064, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1802, s0.acc: 93.9265, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2319, s1.loss_cls: 0.0853, s1.acc: 93.9916, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1158, s2.loss_cls: 0.0413, s2.acc: 93.9876, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0544, loss: 1.1640 2022-06-15 16:44:42,678 - mmdet - INFO - Epoch [14][3300/7330] lr: 1.000e-04, eta: 23:29:50, time: 0.456, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1804, s0.acc: 93.9712, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2351, s1.loss_cls: 0.0844, s1.acc: 94.2281, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1170, s2.loss_cls: 0.0408, s2.acc: 94.2412, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0552, loss: 1.1637 2022-06-15 16:45:06,065 - mmdet - INFO - Epoch [14][3350/7330] lr: 1.000e-04, eta: 23:29:04, time: 0.468, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1770, s0.acc: 93.8904, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2357, s1.loss_cls: 0.0844, s1.acc: 94.0037, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1177, s2.loss_cls: 0.0411, s2.acc: 93.9119, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0552, loss: 1.1708 2022-06-15 16:45:28,857 - mmdet - INFO - Epoch [14][3400/7330] lr: 1.000e-04, eta: 23:28:13, time: 0.456, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1710, s0.acc: 94.1792, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2314, s1.loss_cls: 0.0808, s1.acc: 94.3544, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1157, s2.loss_cls: 0.0395, s2.acc: 94.2860, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1327 2022-06-15 16:45:51,439 - mmdet - INFO - Epoch [14][3450/7330] lr: 1.000e-04, eta: 23:27:20, time: 0.451, data_time: 0.017, memory: 16064, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1753, s0.acc: 94.0002, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2349, s1.loss_cls: 0.0821, s1.acc: 94.2014, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1167, s2.loss_cls: 0.0399, s2.acc: 94.0954, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0550, loss: 1.1498 2022-06-15 16:46:14,498 - mmdet - INFO - Epoch [14][3500/7330] lr: 1.000e-04, eta: 23:26:30, time: 0.459, data_time: 0.019, memory: 16064, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1824, s0.acc: 93.7400, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2367, s1.loss_cls: 0.0863, s1.acc: 93.9562, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1181, s2.loss_cls: 0.0421, s2.acc: 93.8744, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0557, loss: 1.1886 2022-06-15 16:46:37,300 - mmdet - INFO - Epoch [14][3550/7330] lr: 1.000e-04, eta: 23:25:41, time: 0.459, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1840, s0.acc: 93.8943, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2351, s1.loss_cls: 0.0860, s1.acc: 94.2183, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1163, s2.loss_cls: 0.0414, s2.acc: 94.1547, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0549, loss: 1.1717 2022-06-15 16:47:00,359 - mmdet - INFO - Epoch [14][3600/7330] lr: 1.000e-04, eta: 23:24:53, time: 0.461, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1868, s0.acc: 93.6196, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2374, s1.loss_cls: 0.0877, s1.acc: 93.8681, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1171, s2.loss_cls: 0.0424, s2.acc: 93.9064, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0550, loss: 1.1875 2022-06-15 16:47:23,382 - mmdet - INFO - Epoch [14][3650/7330] lr: 1.000e-04, eta: 23:24:05, time: 0.460, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1758, s0.acc: 93.9705, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2376, s1.loss_cls: 0.0829, s1.acc: 94.0693, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1181, s2.loss_cls: 0.0414, s2.acc: 93.9883, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0556, loss: 1.1609 2022-06-15 16:47:46,665 - mmdet - INFO - Epoch [14][3700/7330] lr: 1.000e-04, eta: 23:23:19, time: 0.466, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1790, s0.acc: 93.9348, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2370, s1.loss_cls: 0.0850, s1.acc: 94.0757, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1176, s2.loss_cls: 0.0415, s2.acc: 93.9475, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0554, loss: 1.1747 2022-06-15 16:48:09,671 - mmdet - INFO - Epoch [14][3750/7330] lr: 1.000e-04, eta: 23:22:31, time: 0.460, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1693, s0.acc: 94.1213, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2390, s1.loss_cls: 0.0818, s1.acc: 94.2085, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1174, s2.loss_cls: 0.0399, s2.acc: 94.1480, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0549, loss: 1.1472 2022-06-15 16:48:32,752 - mmdet - INFO - Epoch [14][3800/7330] lr: 1.000e-04, eta: 23:21:43, time: 0.462, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1802, s0.acc: 93.7837, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2353, s1.loss_cls: 0.0853, s1.acc: 93.9247, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1167, s2.loss_cls: 0.0418, s2.acc: 93.9277, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0551, loss: 1.1766 2022-06-15 16:48:55,828 - mmdet - INFO - Epoch [14][3850/7330] lr: 1.000e-04, eta: 23:20:56, time: 0.462, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1825, s0.acc: 93.8416, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2307, s1.loss_cls: 0.0858, s1.acc: 94.0541, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1158, s2.loss_cls: 0.0419, s2.acc: 93.9876, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0543, loss: 1.1623 2022-06-15 16:49:18,669 - mmdet - INFO - Epoch [14][3900/7330] lr: 1.000e-04, eta: 23:20:07, time: 0.456, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1749, s0.acc: 94.2258, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2400, s1.loss_cls: 0.0820, s1.acc: 94.3583, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1176, s2.loss_cls: 0.0401, s2.acc: 94.3241, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0557, loss: 1.1483 2022-06-15 16:49:42,462 - mmdet - INFO - Epoch [14][3950/7330] lr: 1.000e-04, eta: 23:19:26, time: 0.476, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1665, s0.acc: 94.4260, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2339, s1.loss_cls: 0.0788, s1.acc: 94.5227, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1162, s2.loss_cls: 0.0384, s2.acc: 94.5883, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0551, loss: 1.1086 2022-06-15 16:50:06,457 - mmdet - INFO - Epoch [14][4000/7330] lr: 1.000e-04, eta: 23:18:47, time: 0.480, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1775, s0.acc: 93.9685, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2332, s1.loss_cls: 0.0846, s1.acc: 94.0786, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1163, s2.loss_cls: 0.0410, s2.acc: 94.0904, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0547, loss: 1.1499 2022-06-15 16:50:30,217 - mmdet - INFO - Epoch [14][4050/7330] lr: 1.000e-04, eta: 23:18:07, time: 0.475, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1842, s0.acc: 93.8489, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2330, s1.loss_cls: 0.0862, s1.acc: 94.0616, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1157, s2.loss_cls: 0.0416, s2.acc: 94.1324, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0544, loss: 1.1674 2022-06-15 16:50:53,525 - mmdet - INFO - Epoch [14][4100/7330] lr: 1.000e-04, eta: 23:17:22, time: 0.466, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1689, s0.acc: 94.2400, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2318, s1.loss_cls: 0.0803, s1.acc: 94.3768, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1162, s2.loss_cls: 0.0388, s2.acc: 94.4019, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0549, loss: 1.1323 2022-06-15 16:51:16,621 - mmdet - INFO - Epoch [14][4150/7330] lr: 1.000e-04, eta: 23:16:36, time: 0.462, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1750, s0.acc: 94.0317, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2336, s1.loss_cls: 0.0839, s1.acc: 94.0026, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1167, s2.loss_cls: 0.0406, s2.acc: 94.0987, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0548, loss: 1.1402 2022-06-15 16:51:40,119 - mmdet - INFO - Epoch [14][4200/7330] lr: 1.000e-04, eta: 23:15:53, time: 0.470, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1761, s0.acc: 93.9866, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2289, s1.loss_cls: 0.0841, s1.acc: 94.0476, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1149, s2.loss_cls: 0.0413, s2.acc: 94.0378, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0539, loss: 1.1412 2022-06-15 16:52:03,214 - mmdet - INFO - Epoch [14][4250/7330] lr: 1.000e-04, eta: 23:15:07, time: 0.461, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1807, s0.acc: 93.8074, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2314, s1.loss_cls: 0.0859, s1.acc: 94.0050, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1155, s2.loss_cls: 0.0417, s2.acc: 94.0585, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0544, loss: 1.1635 2022-06-15 16:52:26,657 - mmdet - INFO - Epoch [14][4300/7330] lr: 1.000e-04, eta: 23:14:24, time: 0.470, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1848, s0.acc: 93.6941, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2387, s1.loss_cls: 0.0876, s1.acc: 93.9150, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1190, s2.loss_cls: 0.0428, s2.acc: 93.7964, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0562, loss: 1.1863 2022-06-15 16:52:49,953 - mmdet - INFO - Epoch [14][4350/7330] lr: 1.000e-04, eta: 23:13:40, time: 0.466, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1884, s0.acc: 93.5745, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2405, s1.loss_cls: 0.0906, s1.acc: 93.6173, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1211, s2.loss_cls: 0.0443, s2.acc: 93.5792, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0571, loss: 1.2087 2022-06-15 16:53:13,516 - mmdet - INFO - Epoch [14][4400/7330] lr: 1.000e-04, eta: 23:12:58, time: 0.471, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1810, s0.acc: 93.8289, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2319, s1.loss_cls: 0.0861, s1.acc: 94.0747, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1155, s2.loss_cls: 0.0416, s2.acc: 94.0696, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0541, loss: 1.1616 2022-06-15 16:53:36,716 - mmdet - INFO - Epoch [14][4450/7330] lr: 1.000e-04, eta: 23:12:13, time: 0.464, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1680, s0.acc: 94.2852, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2338, s1.loss_cls: 0.0811, s1.acc: 94.3277, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1162, s2.loss_cls: 0.0400, s2.acc: 94.2014, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0548, loss: 1.1173 2022-06-15 16:54:00,031 - mmdet - INFO - Epoch [14][4500/7330] lr: 1.000e-04, eta: 23:11:29, time: 0.466, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1794, s0.acc: 93.9272, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2359, s1.loss_cls: 0.0851, s1.acc: 94.0939, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1172, s2.loss_cls: 0.0413, s2.acc: 94.1107, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0550, loss: 1.1596 2022-06-15 16:54:23,232 - mmdet - INFO - Epoch [14][4550/7330] lr: 1.000e-04, eta: 23:10:45, time: 0.464, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1813, s0.acc: 93.8457, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2365, s1.loss_cls: 0.0858, s1.acc: 93.9537, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1180, s2.loss_cls: 0.0417, s2.acc: 94.0232, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0554, loss: 1.1620 2022-06-15 16:54:46,231 - mmdet - INFO - Epoch [14][4600/7330] lr: 1.000e-04, eta: 23:09:59, time: 0.460, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1747, s0.acc: 93.9836, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2361, s1.loss_cls: 0.0830, s1.acc: 94.0807, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1168, s2.loss_cls: 0.0409, s2.acc: 93.9174, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0549, loss: 1.1559 2022-06-15 16:55:09,347 - mmdet - INFO - Epoch [14][4650/7330] lr: 1.000e-04, eta: 23:09:14, time: 0.462, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1862, s0.acc: 93.6418, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2334, s1.loss_cls: 0.0881, s1.acc: 93.8148, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1155, s2.loss_cls: 0.0428, s2.acc: 93.8609, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0542, loss: 1.1854 2022-06-15 16:55:31,994 - mmdet - INFO - Epoch [14][4700/7330] lr: 1.000e-04, eta: 23:08:25, time: 0.453, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1756, s0.acc: 94.0686, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2323, s1.loss_cls: 0.0831, s1.acc: 94.2037, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1163, s2.loss_cls: 0.0410, s2.acc: 94.0723, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0546, loss: 1.1559 2022-06-15 16:55:54,936 - mmdet - INFO - Epoch [14][4750/7330] lr: 1.000e-04, eta: 23:07:38, time: 0.457, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1678, s0.acc: 94.3140, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2319, s1.loss_cls: 0.0783, s1.acc: 94.5615, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1165, s2.loss_cls: 0.0388, s2.acc: 94.4033, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0549, loss: 1.1196 2022-06-15 16:56:18,005 - mmdet - INFO - Epoch [14][4800/7330] lr: 1.000e-04, eta: 23:06:53, time: 0.463, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1809, s0.acc: 93.9192, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2412, s1.loss_cls: 0.0855, s1.acc: 94.1345, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1186, s2.loss_cls: 0.0416, s2.acc: 94.0676, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0557, loss: 1.1686 2022-06-15 16:56:41,108 - mmdet - INFO - Epoch [14][4850/7330] lr: 1.000e-04, eta: 23:06:09, time: 0.462, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1799, s0.acc: 93.9297, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2335, s1.loss_cls: 0.0846, s1.acc: 94.0833, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1160, s2.loss_cls: 0.0413, s2.acc: 94.0193, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0543, loss: 1.1608 2022-06-15 16:57:03,874 - mmdet - INFO - Epoch [14][4900/7330] lr: 1.000e-04, eta: 23:05:21, time: 0.455, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1778, s0.acc: 93.9170, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2323, s1.loss_cls: 0.0835, s1.acc: 94.1122, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1157, s2.loss_cls: 0.0400, s2.acc: 94.2075, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0550, loss: 1.1572 2022-06-15 16:57:26,843 - mmdet - INFO - Epoch [14][4950/7330] lr: 1.000e-04, eta: 23:04:35, time: 0.459, data_time: 0.013, memory: 16073, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1714, s0.acc: 94.2864, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2367, s1.loss_cls: 0.0819, s1.acc: 94.3155, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1189, s2.loss_cls: 0.0394, s2.acc: 94.3534, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0554, loss: 1.1403 2022-06-15 16:57:49,708 - mmdet - INFO - Epoch [14][5000/7330] lr: 1.000e-04, eta: 23:03:49, time: 0.457, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1719, s0.acc: 94.1692, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2279, s1.loss_cls: 0.0815, s1.acc: 94.3034, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1147, s2.loss_cls: 0.0399, s2.acc: 94.3136, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0546, loss: 1.1312 2022-06-15 16:58:13,766 - mmdet - INFO - Epoch [14][5050/7330] lr: 1.000e-04, eta: 23:03:13, time: 0.480, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1753, s0.acc: 93.9749, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2347, s1.loss_cls: 0.0836, s1.acc: 94.1154, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1157, s2.loss_cls: 0.0403, s2.acc: 94.1759, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0546, loss: 1.1596 2022-06-15 16:58:36,323 - mmdet - INFO - Epoch [14][5100/7330] lr: 1.000e-04, eta: 23:02:24, time: 0.452, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1773, s0.acc: 93.9661, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2346, s1.loss_cls: 0.0843, s1.acc: 94.0509, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1168, s2.loss_cls: 0.0408, s2.acc: 94.0402, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0550, loss: 1.1540 2022-06-15 16:58:59,169 - mmdet - INFO - Epoch [14][5150/7330] lr: 1.000e-04, eta: 23:01:38, time: 0.457, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1883, s0.acc: 93.6953, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2372, s1.loss_cls: 0.0897, s1.acc: 93.7489, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1186, s2.loss_cls: 0.0431, s2.acc: 93.8402, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0555, loss: 1.1891 2022-06-15 16:59:22,400 - mmdet - INFO - Epoch [14][5200/7330] lr: 1.000e-04, eta: 23:00:55, time: 0.465, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1725, s0.acc: 94.0691, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2356, s1.loss_cls: 0.0821, s1.acc: 94.2372, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1174, s2.loss_cls: 0.0400, s2.acc: 94.1969, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0544, loss: 1.1417 2022-06-15 16:59:46,254 - mmdet - INFO - Epoch [14][5250/7330] lr: 1.000e-04, eta: 23:00:17, time: 0.477, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1814, s0.acc: 93.7832, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2411, s1.loss_cls: 0.0858, s1.acc: 93.9173, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1192, s2.loss_cls: 0.0416, s2.acc: 93.8259, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0556, loss: 1.1893 2022-06-15 17:00:10,072 - mmdet - INFO - Epoch [14][5300/7330] lr: 1.000e-04, eta: 22:59:40, time: 0.476, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1769, s0.acc: 94.0762, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2310, s1.loss_cls: 0.0828, s1.acc: 94.2833, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1142, s2.loss_cls: 0.0402, s2.acc: 94.2608, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.1363 2022-06-15 17:00:33,962 - mmdet - INFO - Epoch [14][5350/7330] lr: 1.000e-04, eta: 22:59:02, time: 0.478, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1740, s0.acc: 94.0684, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2351, s1.loss_cls: 0.0816, s1.acc: 94.2529, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1141, s2.loss_cls: 0.0404, s2.acc: 94.1386, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0534, loss: 1.1469 2022-06-15 17:00:58,013 - mmdet - INFO - Epoch [14][5400/7330] lr: 1.000e-04, eta: 22:58:26, time: 0.481, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1834, s0.acc: 93.7751, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2335, s1.loss_cls: 0.0868, s1.acc: 93.9305, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1153, s2.loss_cls: 0.0424, s2.acc: 94.0068, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0544, loss: 1.1672 2022-06-15 17:01:22,540 - mmdet - INFO - Epoch [14][5450/7330] lr: 1.000e-04, eta: 22:57:54, time: 0.490, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1775, s0.acc: 93.9490, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2330, s1.loss_cls: 0.0845, s1.acc: 94.0256, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1167, s2.loss_cls: 0.0410, s2.acc: 94.0955, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1577 2022-06-15 17:01:46,979 - mmdet - INFO - Epoch [14][5500/7330] lr: 1.000e-04, eta: 22:57:22, time: 0.489, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1810, s0.acc: 93.8901, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2385, s1.loss_cls: 0.0849, s1.acc: 94.1295, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1189, s2.loss_cls: 0.0416, s2.acc: 94.0721, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0560, loss: 1.1699 2022-06-15 17:02:11,073 - mmdet - INFO - Epoch [14][5550/7330] lr: 1.000e-04, eta: 22:56:46, time: 0.482, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1911, s0.acc: 93.4790, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2446, s1.loss_cls: 0.0920, s1.acc: 93.5462, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1205, s2.loss_cls: 0.0447, s2.acc: 93.5166, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0567, loss: 1.2230 2022-06-15 17:02:34,580 - mmdet - INFO - Epoch [14][5600/7330] lr: 1.000e-04, eta: 22:56:06, time: 0.470, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1764, s0.acc: 94.0654, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2321, s1.loss_cls: 0.0833, s1.acc: 94.2684, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1156, s2.loss_cls: 0.0413, s2.acc: 94.2072, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0548, loss: 1.1473 2022-06-15 17:02:58,220 - mmdet - INFO - Epoch [14][5650/7330] lr: 1.000e-04, eta: 22:55:28, time: 0.473, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1744, s0.acc: 94.1609, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2327, s1.loss_cls: 0.0830, s1.acc: 94.2585, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1156, s2.loss_cls: 0.0404, s2.acc: 94.1705, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1332 2022-06-15 17:03:21,887 - mmdet - INFO - Epoch [14][5700/7330] lr: 1.000e-04, eta: 22:54:49, time: 0.473, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1759, s0.acc: 94.0911, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2318, s1.loss_cls: 0.0827, s1.acc: 94.2653, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1155, s2.loss_cls: 0.0398, s2.acc: 94.2127, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0541, loss: 1.1342 2022-06-15 17:03:46,108 - mmdet - INFO - Epoch [14][5750/7330] lr: 1.000e-04, eta: 22:54:15, time: 0.484, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1966, s0.acc: 93.4204, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2395, s1.loss_cls: 0.0926, s1.acc: 93.5429, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1202, s2.loss_cls: 0.0445, s2.acc: 93.6062, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0569, loss: 1.2265 2022-06-15 17:04:09,860 - mmdet - INFO - Epoch [14][5800/7330] lr: 1.000e-04, eta: 22:53:37, time: 0.475, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1861, s0.acc: 93.7981, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2331, s1.loss_cls: 0.0879, s1.acc: 93.9820, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1170, s2.loss_cls: 0.0424, s2.acc: 93.9333, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1733 2022-06-15 17:04:34,224 - mmdet - INFO - Epoch [14][5850/7330] lr: 1.000e-04, eta: 22:53:04, time: 0.487, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1788, s0.acc: 93.9302, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2339, s1.loss_cls: 0.0833, s1.acc: 94.2335, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1170, s2.loss_cls: 0.0410, s2.acc: 94.1523, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0554, loss: 1.1654 2022-06-15 17:04:58,274 - mmdet - INFO - Epoch [14][5900/7330] lr: 1.000e-04, eta: 22:52:28, time: 0.480, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1808, s0.acc: 93.9705, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2370, s1.loss_cls: 0.0857, s1.acc: 94.1140, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1173, s2.loss_cls: 0.0420, s2.acc: 94.1190, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0551, loss: 1.1708 2022-06-15 17:05:21,773 - mmdet - INFO - Epoch [14][5950/7330] lr: 1.000e-04, eta: 22:51:49, time: 0.471, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1716, s0.acc: 94.1829, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2306, s1.loss_cls: 0.0804, s1.acc: 94.3528, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1153, s2.loss_cls: 0.0391, s2.acc: 94.3365, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1284 2022-06-15 17:05:45,866 - mmdet - INFO - Epoch [14][6000/7330] lr: 1.000e-04, eta: 22:51:14, time: 0.481, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1732, s0.acc: 94.1338, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2360, s1.loss_cls: 0.0826, s1.acc: 94.2313, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1174, s2.loss_cls: 0.0404, s2.acc: 94.2308, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0550, loss: 1.1499 2022-06-15 17:06:10,392 - mmdet - INFO - Epoch [14][6050/7330] lr: 1.000e-04, eta: 22:50:43, time: 0.491, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1748, s0.acc: 93.8879, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2366, s1.loss_cls: 0.0837, s1.acc: 94.0210, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1179, s2.loss_cls: 0.0410, s2.acc: 93.9512, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0557, loss: 1.1557 2022-06-15 17:06:34,237 - mmdet - INFO - Epoch [14][6100/7330] lr: 1.000e-04, eta: 22:50:06, time: 0.477, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1765, s0.acc: 94.0244, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2376, s1.loss_cls: 0.0848, s1.acc: 94.0923, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1182, s2.loss_cls: 0.0413, s2.acc: 94.0565, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0558, loss: 1.1599 2022-06-15 17:06:57,752 - mmdet - INFO - Epoch [14][6150/7330] lr: 1.000e-04, eta: 22:49:27, time: 0.470, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1771, s0.acc: 93.9988, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2290, s1.loss_cls: 0.0826, s1.acc: 94.3258, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1150, s2.loss_cls: 0.0404, s2.acc: 94.1525, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0541, loss: 1.1455 2022-06-15 17:07:21,214 - mmdet - INFO - Epoch [14][6200/7330] lr: 1.000e-04, eta: 22:48:48, time: 0.469, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1764, s0.acc: 94.0601, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2290, s1.loss_cls: 0.0839, s1.acc: 94.1681, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1146, s2.loss_cls: 0.0412, s2.acc: 94.1226, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0530, loss: 1.1358 2022-06-15 17:07:45,195 - mmdet - INFO - Epoch [14][6250/7330] lr: 1.000e-04, eta: 22:48:12, time: 0.479, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1805, s0.acc: 93.9038, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2371, s1.loss_cls: 0.0852, s1.acc: 94.1045, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1184, s2.loss_cls: 0.0415, s2.acc: 94.1063, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0558, loss: 1.1686 2022-06-15 17:08:08,727 - mmdet - INFO - Epoch [14][6300/7330] lr: 1.000e-04, eta: 22:47:33, time: 0.471, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1817, s0.acc: 93.8977, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2345, s1.loss_cls: 0.0856, s1.acc: 94.0706, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1173, s2.loss_cls: 0.0421, s2.acc: 93.9364, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0550, loss: 1.1676 2022-06-15 17:08:31,591 - mmdet - INFO - Epoch [14][6350/7330] lr: 1.000e-04, eta: 22:46:49, time: 0.457, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1702, s0.acc: 94.2678, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2315, s1.loss_cls: 0.0816, s1.acc: 94.3104, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1158, s2.loss_cls: 0.0397, s2.acc: 94.2456, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0544, loss: 1.1132 2022-06-15 17:08:54,918 - mmdet - INFO - Epoch [14][6400/7330] lr: 1.000e-04, eta: 22:46:09, time: 0.467, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1784, s0.acc: 93.9092, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2300, s1.loss_cls: 0.0847, s1.acc: 94.0799, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1156, s2.loss_cls: 0.0413, s2.acc: 94.0453, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0539, loss: 1.1550 2022-06-15 17:09:18,621 - mmdet - INFO - Epoch [14][6450/7330] lr: 1.000e-04, eta: 22:45:32, time: 0.474, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1821, s0.acc: 93.6665, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2356, s1.loss_cls: 0.0875, s1.acc: 93.8234, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1176, s2.loss_cls: 0.0428, s2.acc: 93.7856, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0554, loss: 1.1872 2022-06-15 17:09:42,356 - mmdet - INFO - Epoch [14][6500/7330] lr: 1.000e-04, eta: 22:44:55, time: 0.475, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1858, s0.acc: 93.7739, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2308, s1.loss_cls: 0.0884, s1.acc: 93.8441, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1156, s2.loss_cls: 0.0424, s2.acc: 93.9221, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0542, loss: 1.1647 2022-06-15 17:10:05,765 - mmdet - INFO - Epoch [14][6550/7330] lr: 1.000e-04, eta: 22:44:16, time: 0.468, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1835, s0.acc: 93.8276, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2328, s1.loss_cls: 0.0851, s1.acc: 94.1024, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1151, s2.loss_cls: 0.0409, s2.acc: 94.2136, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0537, loss: 1.1763 2022-06-15 17:10:29,213 - mmdet - INFO - Epoch [14][6600/7330] lr: 1.000e-04, eta: 22:43:36, time: 0.469, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1844, s0.acc: 93.7209, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2359, s1.loss_cls: 0.0876, s1.acc: 93.8745, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1177, s2.loss_cls: 0.0423, s2.acc: 93.9409, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0555, loss: 1.1828 2022-06-15 17:10:52,708 - mmdet - INFO - Epoch [14][6650/7330] lr: 1.000e-04, eta: 22:42:58, time: 0.470, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1852, s0.acc: 93.7507, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2307, s1.loss_cls: 0.0876, s1.acc: 93.9130, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1151, s2.loss_cls: 0.0426, s2.acc: 93.9572, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0541, loss: 1.1792 2022-06-15 17:11:16,202 - mmdet - INFO - Epoch [14][6700/7330] lr: 1.000e-04, eta: 22:42:19, time: 0.470, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1740, s0.acc: 94.1804, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2393, s1.loss_cls: 0.0826, s1.acc: 94.3395, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1197, s2.loss_cls: 0.0409, s2.acc: 94.2224, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0561, loss: 1.1516 2022-06-15 17:11:39,639 - mmdet - INFO - Epoch [14][6750/7330] lr: 1.000e-04, eta: 22:41:40, time: 0.469, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1827, s0.acc: 93.8027, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2340, s1.loss_cls: 0.0864, s1.acc: 93.9588, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1167, s2.loss_cls: 0.0420, s2.acc: 93.9186, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0553, loss: 1.1853 2022-06-15 17:12:02,525 - mmdet - INFO - Epoch [14][6800/7330] lr: 1.000e-04, eta: 22:40:57, time: 0.458, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1747, s0.acc: 94.1111, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2317, s1.loss_cls: 0.0827, s1.acc: 94.2297, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1166, s2.loss_cls: 0.0408, s2.acc: 94.1819, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1430 2022-06-15 17:12:25,723 - mmdet - INFO - Epoch [14][6850/7330] lr: 1.000e-04, eta: 22:40:17, time: 0.464, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1794, s0.acc: 94.0266, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2406, s1.loss_cls: 0.0851, s1.acc: 94.1447, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1206, s2.loss_cls: 0.0408, s2.acc: 94.1852, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0564, loss: 1.1725 2022-06-15 17:12:48,455 - mmdet - INFO - Epoch [14][6900/7330] lr: 1.000e-04, eta: 22:39:33, time: 0.455, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1739, s0.acc: 94.1648, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2322, s1.loss_cls: 0.0824, s1.acc: 94.2896, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1158, s2.loss_cls: 0.0400, s2.acc: 94.2834, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0550, loss: 1.1300 2022-06-15 17:13:11,873 - mmdet - INFO - Epoch [14][6950/7330] lr: 1.000e-04, eta: 22:38:54, time: 0.468, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1917, s0.acc: 93.4124, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2331, s1.loss_cls: 0.0905, s1.acc: 93.6338, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1160, s2.loss_cls: 0.0444, s2.acc: 93.5829, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0548, loss: 1.2072 2022-06-15 17:13:34,968 - mmdet - INFO - Epoch [14][7000/7330] lr: 1.000e-04, eta: 22:38:13, time: 0.462, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1927, s0.acc: 93.6233, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2374, s1.loss_cls: 0.0900, s1.acc: 93.8298, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1180, s2.loss_cls: 0.0434, s2.acc: 93.9180, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0552, loss: 1.2010 2022-06-15 17:13:58,252 - mmdet - INFO - Epoch [14][7050/7330] lr: 1.000e-04, eta: 22:37:33, time: 0.465, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1830, s0.acc: 93.8816, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2370, s1.loss_cls: 0.0866, s1.acc: 94.0846, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1179, s2.loss_cls: 0.0419, s2.acc: 94.0590, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0552, loss: 1.1736 2022-06-15 17:14:20,912 - mmdet - INFO - Epoch [14][7100/7330] lr: 1.000e-04, eta: 22:36:49, time: 0.453, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1799, s0.acc: 93.8589, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2349, s1.loss_cls: 0.0852, s1.acc: 94.0387, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1172, s2.loss_cls: 0.0414, s2.acc: 94.0497, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0548, loss: 1.1645 2022-06-15 17:14:44,177 - mmdet - INFO - Epoch [14][7150/7330] lr: 1.000e-04, eta: 22:36:10, time: 0.466, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1906, s0.acc: 93.5828, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2399, s1.loss_cls: 0.0903, s1.acc: 93.7178, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1190, s2.loss_cls: 0.0434, s2.acc: 93.7799, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0560, loss: 1.2118 2022-06-15 17:15:07,126 - mmdet - INFO - Epoch [14][7200/7330] lr: 1.000e-04, eta: 22:35:28, time: 0.459, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1809, s0.acc: 93.8074, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2358, s1.loss_cls: 0.0864, s1.acc: 93.8742, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1169, s2.loss_cls: 0.0418, s2.acc: 93.9806, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0547, loss: 1.1635 2022-06-15 17:15:29,743 - mmdet - INFO - Epoch [14][7250/7330] lr: 1.000e-04, eta: 22:34:44, time: 0.452, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1759, s0.acc: 94.1057, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2350, s1.loss_cls: 0.0839, s1.acc: 94.1788, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1172, s2.loss_cls: 0.0406, s2.acc: 94.1217, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0551, loss: 1.1429 2022-06-15 17:15:52,652 - mmdet - INFO - Epoch [14][7300/7330] lr: 1.000e-04, eta: 22:34:02, time: 0.458, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1870, s0.acc: 93.7844, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2347, s1.loss_cls: 0.0881, s1.acc: 93.9213, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1174, s2.loss_cls: 0.0432, s2.acc: 93.8418, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0551, loss: 1.1752 2022-06-15 17:16:23,385 - mmdet - INFO - Saving checkpoint at 14 epochs 2022-06-15 17:20:41,017 - mmdet - INFO - Evaluating bbox... 2022-06-15 17:21:08,048 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.456 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.643 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.494 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.289 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.490 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.417 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.751 2022-06-15 17:21:08,049 - mmdet - INFO - Evaluating segm... 2022-06-15 17:21:42,426 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.611 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.420 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.208 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.424 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.573 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.338 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.683 2022-06-15 17:21:43,043 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 17:21:43,043 - mmdet - INFO - Epoch(val) [14][625] bbox_mAP: 0.4560, bbox_mAP_50: 0.6430, bbox_mAP_75: 0.4940, bbox_mAP_s: 0.2890, bbox_mAP_m: 0.4900, bbox_mAP_l: 0.6030, bbox_mAP_copypaste: 0.456 0.643 0.494 0.289 0.490 0.603, segm_mAP: 0.3920, segm_mAP_50: 0.6110, segm_mAP_75: 0.4200, segm_mAP_s: 0.2080, segm_mAP_m: 0.4240, segm_mAP_l: 0.5730, segm_mAP_copypaste: 0.392 0.611 0.420 0.208 0.424 0.573 2022-06-15 17:32:49,144 - mmdet - INFO - Epoch [15][50/7330] lr: 1.000e-04, eta: 23:49:37, time: 13.317, data_time: 12.517, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1633, s0.acc: 94.4111, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2249, s1.loss_cls: 0.0782, s1.acc: 94.5417, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1127, s2.loss_cls: 0.0382, s2.acc: 94.5161, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0530, loss: 1.0865 2022-06-15 17:33:12,844 - mmdet - INFO - Epoch [15][100/7330] lr: 1.000e-04, eta: 23:48:50, time: 0.475, data_time: 0.027, memory: 16073, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1658, s0.acc: 94.2766, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2331, s1.loss_cls: 0.0772, s1.acc: 94.5378, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1161, s2.loss_cls: 0.0379, s2.acc: 94.4672, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1164 2022-06-15 17:33:36,257 - mmdet - INFO - Epoch [15][150/7330] lr: 1.000e-04, eta: 23:47:59, time: 0.466, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1709, s0.acc: 94.1399, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2318, s1.loss_cls: 0.0809, s1.acc: 94.2896, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1165, s2.loss_cls: 0.0398, s2.acc: 94.2122, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0550, loss: 1.1470 2022-06-15 17:33:59,820 - mmdet - INFO - Epoch [15][200/7330] lr: 1.000e-04, eta: 23:47:12, time: 0.475, data_time: 0.028, memory: 16073, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1707, s0.acc: 93.9915, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2343, s1.loss_cls: 0.0815, s1.acc: 94.1229, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1166, s2.loss_cls: 0.0398, s2.acc: 94.0789, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0547, loss: 1.1558 2022-06-15 17:34:23,561 - mmdet - INFO - Epoch [15][250/7330] lr: 1.000e-04, eta: 23:46:24, time: 0.473, data_time: 0.023, memory: 16073, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1676, s0.acc: 94.1936, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2319, s1.loss_cls: 0.0789, s1.acc: 94.4242, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1160, s2.loss_cls: 0.0386, s2.acc: 94.3549, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0548, loss: 1.1252 2022-06-15 17:34:47,539 - mmdet - INFO - Epoch [15][300/7330] lr: 1.000e-04, eta: 23:45:38, time: 0.479, data_time: 0.023, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1752, s0.acc: 94.0408, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2266, s1.loss_cls: 0.0827, s1.acc: 94.3074, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1134, s2.loss_cls: 0.0404, s2.acc: 94.1698, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0534, loss: 1.1366 2022-06-15 17:35:15,162 - mmdet - INFO - Epoch [15][350/7330] lr: 1.000e-04, eta: 23:45:19, time: 0.552, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1797, s0.acc: 93.7566, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2351, s1.loss_cls: 0.0851, s1.acc: 93.8773, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1168, s2.loss_cls: 0.0420, s2.acc: 93.8041, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0547, loss: 1.1838 2022-06-15 17:35:40,109 - mmdet - INFO - Epoch [15][400/7330] lr: 1.000e-04, eta: 23:44:41, time: 0.500, data_time: 0.023, memory: 16073, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1674, s0.acc: 94.3345, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2297, s1.loss_cls: 0.0789, s1.acc: 94.4842, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1154, s2.loss_cls: 0.0391, s2.acc: 94.4015, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0543, loss: 1.1163 2022-06-15 17:36:03,493 - mmdet - INFO - Epoch [15][450/7330] lr: 1.000e-04, eta: 23:43:53, time: 0.470, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1739, s0.acc: 94.0386, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2298, s1.loss_cls: 0.0834, s1.acc: 94.0564, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1146, s2.loss_cls: 0.0404, s2.acc: 94.1315, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0543, loss: 1.1532 2022-06-15 17:36:26,544 - mmdet - INFO - Epoch [15][500/7330] lr: 1.000e-04, eta: 23:43:01, time: 0.461, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1709, s0.acc: 94.0747, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2326, s1.loss_cls: 0.0809, s1.acc: 94.2304, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1161, s2.loss_cls: 0.0397, s2.acc: 94.2442, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0548, loss: 1.1415 2022-06-15 17:36:49,506 - mmdet - INFO - Epoch [15][550/7330] lr: 1.000e-04, eta: 23:42:09, time: 0.459, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1699, s0.acc: 94.1907, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2341, s1.loss_cls: 0.0800, s1.acc: 94.3931, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1159, s2.loss_cls: 0.0395, s2.acc: 94.2417, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0544, loss: 1.1378 2022-06-15 17:37:13,014 - mmdet - INFO - Epoch [15][600/7330] lr: 1.000e-04, eta: 23:41:21, time: 0.470, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1756, s0.acc: 93.9155, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2338, s1.loss_cls: 0.0843, s1.acc: 93.9478, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1155, s2.loss_cls: 0.0413, s2.acc: 93.9466, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0546, loss: 1.1593 2022-06-15 17:37:36,786 - mmdet - INFO - Epoch [15][650/7330] lr: 1.000e-04, eta: 23:40:35, time: 0.475, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1736, s0.acc: 94.0662, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2293, s1.loss_cls: 0.0825, s1.acc: 94.2259, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1143, s2.loss_cls: 0.0407, s2.acc: 94.1764, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0538, loss: 1.1385 2022-06-15 17:38:00,283 - mmdet - INFO - Epoch [15][700/7330] lr: 1.000e-04, eta: 23:39:46, time: 0.469, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1711, s0.acc: 94.2280, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2282, s1.loss_cls: 0.0795, s1.acc: 94.4858, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1135, s2.loss_cls: 0.0387, s2.acc: 94.4998, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.1188 2022-06-15 17:38:23,333 - mmdet - INFO - Epoch [15][750/7330] lr: 1.000e-04, eta: 23:38:56, time: 0.462, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1740, s0.acc: 94.0769, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2299, s1.loss_cls: 0.0825, s1.acc: 94.2256, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1143, s2.loss_cls: 0.0399, s2.acc: 94.1792, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1432 2022-06-15 17:38:46,455 - mmdet - INFO - Epoch [15][800/7330] lr: 1.000e-04, eta: 23:38:04, time: 0.460, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1832, s0.acc: 93.6802, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2417, s1.loss_cls: 0.0877, s1.acc: 93.8713, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1192, s2.loss_cls: 0.0424, s2.acc: 93.8788, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0561, loss: 1.1910 2022-06-15 17:39:09,412 - mmdet - INFO - Epoch [15][850/7330] lr: 1.000e-04, eta: 23:37:14, time: 0.461, data_time: 0.023, memory: 16073, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1682, s0.acc: 94.1853, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2343, s1.loss_cls: 0.0803, s1.acc: 94.3094, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1173, s2.loss_cls: 0.0396, s2.acc: 94.2119, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0552, loss: 1.1356 2022-06-15 17:39:32,365 - mmdet - INFO - Epoch [15][900/7330] lr: 1.000e-04, eta: 23:36:22, time: 0.459, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1739, s0.acc: 94.0061, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2292, s1.loss_cls: 0.0827, s1.acc: 94.1963, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1139, s2.loss_cls: 0.0401, s2.acc: 94.2557, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0534, loss: 1.1502 2022-06-15 17:39:55,614 - mmdet - INFO - Epoch [15][950/7330] lr: 1.000e-04, eta: 23:35:33, time: 0.465, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1693, s0.acc: 94.2087, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2295, s1.loss_cls: 0.0805, s1.acc: 94.3445, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1146, s2.loss_cls: 0.0400, s2.acc: 94.1841, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0543, loss: 1.1114 2022-06-15 17:40:19,129 - mmdet - INFO - Epoch [15][1000/7330] lr: 1.000e-04, eta: 23:34:45, time: 0.468, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1691, s0.acc: 94.1611, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2292, s1.loss_cls: 0.0806, s1.acc: 94.2632, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1137, s2.loss_cls: 0.0395, s2.acc: 94.2091, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1221 2022-06-15 17:40:42,244 - mmdet - INFO - Epoch [15][1050/7330] lr: 1.000e-04, eta: 23:33:56, time: 0.464, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1614, s0.acc: 94.4656, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2253, s1.loss_cls: 0.0770, s1.acc: 94.5979, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1120, s2.loss_cls: 0.0387, s2.acc: 94.4202, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0527, loss: 1.0893 2022-06-15 17:41:06,084 - mmdet - INFO - Epoch [15][1100/7330] lr: 1.000e-04, eta: 23:33:11, time: 0.477, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1814, s0.acc: 93.8259, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2318, s1.loss_cls: 0.0865, s1.acc: 93.8749, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1161, s2.loss_cls: 0.0423, s2.acc: 93.8628, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0548, loss: 1.1686 2022-06-15 17:41:29,534 - mmdet - INFO - Epoch [15][1150/7330] lr: 1.000e-04, eta: 23:32:24, time: 0.469, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1686, s0.acc: 94.2131, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2321, s1.loss_cls: 0.0802, s1.acc: 94.3181, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1162, s2.loss_cls: 0.0394, s2.acc: 94.2182, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1243 2022-06-15 17:41:53,416 - mmdet - INFO - Epoch [15][1200/7330] lr: 1.000e-04, eta: 23:31:39, time: 0.478, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1771, s0.acc: 94.0461, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2316, s1.loss_cls: 0.0833, s1.acc: 94.1475, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1156, s2.loss_cls: 0.0410, s2.acc: 94.1210, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0544, loss: 1.1395 2022-06-15 17:42:17,449 - mmdet - INFO - Epoch [15][1250/7330] lr: 1.000e-04, eta: 23:30:56, time: 0.481, data_time: 0.023, memory: 16073, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1732, s0.acc: 94.1379, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2297, s1.loss_cls: 0.0825, s1.acc: 94.2664, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1157, s2.loss_cls: 0.0403, s2.acc: 94.2249, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0548, loss: 1.1383 2022-06-15 17:42:41,168 - mmdet - INFO - Epoch [15][1300/7330] lr: 1.000e-04, eta: 23:30:11, time: 0.474, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1785, s0.acc: 93.8301, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2324, s1.loss_cls: 0.0834, s1.acc: 94.0968, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1139, s2.loss_cls: 0.0404, s2.acc: 94.1851, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0536, loss: 1.1623 2022-06-15 17:43:05,313 - mmdet - INFO - Epoch [15][1350/7330] lr: 1.000e-04, eta: 23:29:29, time: 0.483, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1744, s0.acc: 93.9873, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2355, s1.loss_cls: 0.0829, s1.acc: 94.1653, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1172, s2.loss_cls: 0.0402, s2.acc: 94.0282, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0554, loss: 1.1561 2022-06-15 17:43:28,946 - mmdet - INFO - Epoch [15][1400/7330] lr: 1.000e-04, eta: 23:28:43, time: 0.473, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1738, s0.acc: 94.1299, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2295, s1.loss_cls: 0.0819, s1.acc: 94.3153, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1146, s2.loss_cls: 0.0399, s2.acc: 94.2667, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1311 2022-06-15 17:43:52,769 - mmdet - INFO - Epoch [15][1450/7330] lr: 1.000e-04, eta: 23:27:59, time: 0.477, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1801, s0.acc: 93.8474, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2379, s1.loss_cls: 0.0849, s1.acc: 94.0536, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1178, s2.loss_cls: 0.0411, s2.acc: 94.1739, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0554, loss: 1.1721 2022-06-15 17:44:16,783 - mmdet - INFO - Epoch [15][1500/7330] lr: 1.000e-04, eta: 23:27:16, time: 0.481, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1716, s0.acc: 94.1152, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2364, s1.loss_cls: 0.0814, s1.acc: 94.2290, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1182, s2.loss_cls: 0.0400, s2.acc: 94.2221, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0558, loss: 1.1393 2022-06-15 17:44:40,695 - mmdet - INFO - Epoch [15][1550/7330] lr: 1.000e-04, eta: 23:26:32, time: 0.478, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1787, s0.acc: 93.8398, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2338, s1.loss_cls: 0.0842, s1.acc: 94.0444, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1163, s2.loss_cls: 0.0412, s2.acc: 94.0733, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0546, loss: 1.1624 2022-06-15 17:45:04,874 - mmdet - INFO - Epoch [15][1600/7330] lr: 1.000e-04, eta: 23:25:50, time: 0.481, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1753, s0.acc: 93.9089, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2346, s1.loss_cls: 0.0828, s1.acc: 94.0982, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1161, s2.loss_cls: 0.0400, s2.acc: 94.1571, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0544, loss: 1.1569 2022-06-15 17:45:28,723 - mmdet - INFO - Epoch [15][1650/7330] lr: 1.000e-04, eta: 23:25:07, time: 0.479, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1695, s0.acc: 94.1255, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2325, s1.loss_cls: 0.0799, s1.acc: 94.3400, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1172, s2.loss_cls: 0.0394, s2.acc: 94.2685, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1340 2022-06-15 17:45:52,821 - mmdet - INFO - Epoch [15][1700/7330] lr: 1.000e-04, eta: 23:24:25, time: 0.482, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1783, s0.acc: 93.9712, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2259, s1.loss_cls: 0.0839, s1.acc: 94.1464, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1138, s2.loss_cls: 0.0407, s2.acc: 94.1798, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0534, loss: 1.1418 2022-06-15 17:46:16,289 - mmdet - INFO - Epoch [15][1750/7330] lr: 1.000e-04, eta: 23:23:39, time: 0.470, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1648, s0.acc: 94.3384, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2325, s1.loss_cls: 0.0772, s1.acc: 94.4996, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1164, s2.loss_cls: 0.0382, s2.acc: 94.3423, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0546, loss: 1.1183 2022-06-15 17:46:40,456 - mmdet - INFO - Epoch [15][1800/7330] lr: 1.000e-04, eta: 23:22:58, time: 0.483, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1740, s0.acc: 94.0613, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2247, s1.loss_cls: 0.0836, s1.acc: 94.1056, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1129, s2.loss_cls: 0.0413, s2.acc: 93.9874, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0532, loss: 1.1387 2022-06-15 17:47:04,458 - mmdet - INFO - Epoch [15][1850/7330] lr: 1.000e-04, eta: 23:22:15, time: 0.480, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1799, s0.acc: 93.9233, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2259, s1.loss_cls: 0.0843, s1.acc: 94.1981, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1116, s2.loss_cls: 0.0414, s2.acc: 93.9994, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0526, loss: 1.1470 2022-06-15 17:47:28,505 - mmdet - INFO - Epoch [15][1900/7330] lr: 1.000e-04, eta: 23:21:33, time: 0.481, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1779, s0.acc: 93.9377, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2304, s1.loss_cls: 0.0821, s1.acc: 94.2581, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1154, s2.loss_cls: 0.0399, s2.acc: 94.2653, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0545, loss: 1.1466 2022-06-15 17:47:52,731 - mmdet - INFO - Epoch [15][1950/7330] lr: 1.000e-04, eta: 23:20:52, time: 0.485, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1793, s0.acc: 93.9314, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2371, s1.loss_cls: 0.0847, s1.acc: 94.1749, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1171, s2.loss_cls: 0.0410, s2.acc: 94.1414, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0545, loss: 1.1606 2022-06-15 17:48:17,436 - mmdet - INFO - Epoch [15][2000/7330] lr: 1.000e-04, eta: 23:20:15, time: 0.494, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1738, s0.acc: 93.9365, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2372, s1.loss_cls: 0.0822, s1.acc: 94.1702, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1190, s2.loss_cls: 0.0405, s2.acc: 94.0817, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0567, loss: 1.1624 2022-06-15 17:48:41,086 - mmdet - INFO - Epoch [15][2050/7330] lr: 1.000e-04, eta: 23:19:31, time: 0.473, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1825, s0.acc: 93.7246, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2372, s1.loss_cls: 0.0859, s1.acc: 93.9408, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1177, s2.loss_cls: 0.0419, s2.acc: 93.9515, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0555, loss: 1.1819 2022-06-15 17:49:05,148 - mmdet - INFO - Epoch [15][2100/7330] lr: 1.000e-04, eta: 23:18:49, time: 0.481, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1784, s0.acc: 93.8347, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2381, s1.loss_cls: 0.0836, s1.acc: 94.1050, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1178, s2.loss_cls: 0.0403, s2.acc: 94.1247, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0549, loss: 1.1786 2022-06-15 17:49:28,503 - mmdet - INFO - Epoch [15][2150/7330] lr: 1.000e-04, eta: 23:18:03, time: 0.467, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1736, s0.acc: 94.0447, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2355, s1.loss_cls: 0.0822, s1.acc: 94.2207, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1182, s2.loss_cls: 0.0404, s2.acc: 94.1683, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0558, loss: 1.1550 2022-06-15 17:49:52,231 - mmdet - INFO - Epoch [15][2200/7330] lr: 1.000e-04, eta: 23:17:19, time: 0.475, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1785, s0.acc: 93.9111, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2336, s1.loss_cls: 0.0846, s1.acc: 94.1253, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1173, s2.loss_cls: 0.0410, s2.acc: 94.1340, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0551, loss: 1.1632 2022-06-15 17:50:15,571 - mmdet - INFO - Epoch [15][2250/7330] lr: 1.000e-04, eta: 23:16:33, time: 0.467, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1768, s0.acc: 94.0649, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2390, s1.loss_cls: 0.0835, s1.acc: 94.2389, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1187, s2.loss_cls: 0.0403, s2.acc: 94.1411, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0558, loss: 1.1619 2022-06-15 17:50:38,841 - mmdet - INFO - Epoch [15][2300/7330] lr: 1.000e-04, eta: 23:15:46, time: 0.465, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1755, s0.acc: 94.0769, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2308, s1.loss_cls: 0.0825, s1.acc: 94.2871, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1148, s2.loss_cls: 0.0401, s2.acc: 94.3203, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1459 2022-06-15 17:51:02,762 - mmdet - INFO - Epoch [15][2350/7330] lr: 1.000e-04, eta: 23:15:04, time: 0.478, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1827, s0.acc: 93.6895, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2371, s1.loss_cls: 0.0870, s1.acc: 93.7684, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1188, s2.loss_cls: 0.0426, s2.acc: 93.7870, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0561, loss: 1.1859 2022-06-15 17:51:26,285 - mmdet - INFO - Epoch [15][2400/7330] lr: 1.000e-04, eta: 23:14:20, time: 0.471, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1813, s0.acc: 93.8386, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2316, s1.loss_cls: 0.0851, s1.acc: 94.0477, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1152, s2.loss_cls: 0.0411, s2.acc: 94.1651, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0542, loss: 1.1562 2022-06-15 17:51:49,864 - mmdet - INFO - Epoch [15][2450/7330] lr: 1.000e-04, eta: 23:13:35, time: 0.472, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1835, s0.acc: 93.7471, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2308, s1.loss_cls: 0.0849, s1.acc: 94.0142, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1150, s2.loss_cls: 0.0415, s2.acc: 93.9045, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0537, loss: 1.1751 2022-06-15 17:52:13,647 - mmdet - INFO - Epoch [15][2500/7330] lr: 1.000e-04, eta: 23:12:52, time: 0.475, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1768, s0.acc: 93.9600, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2323, s1.loss_cls: 0.0836, s1.acc: 94.1754, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1154, s2.loss_cls: 0.0405, s2.acc: 94.1397, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1530 2022-06-15 17:52:36,991 - mmdet - INFO - Epoch [15][2550/7330] lr: 1.000e-04, eta: 23:12:07, time: 0.467, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1674, s0.acc: 94.2520, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2301, s1.loss_cls: 0.0795, s1.acc: 94.3551, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1147, s2.loss_cls: 0.0391, s2.acc: 94.2828, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.1140 2022-06-15 17:53:00,107 - mmdet - INFO - Epoch [15][2600/7330] lr: 1.000e-04, eta: 23:11:20, time: 0.463, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1797, s0.acc: 93.7717, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2334, s1.loss_cls: 0.0855, s1.acc: 93.8633, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1173, s2.loss_cls: 0.0416, s2.acc: 93.8626, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0552, loss: 1.1732 2022-06-15 17:53:23,579 - mmdet - INFO - Epoch [15][2650/7330] lr: 1.000e-04, eta: 23:10:35, time: 0.469, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1735, s0.acc: 94.0437, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2371, s1.loss_cls: 0.0820, s1.acc: 94.1449, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1179, s2.loss_cls: 0.0407, s2.acc: 94.0177, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0552, loss: 1.1491 2022-06-15 17:53:46,902 - mmdet - INFO - Epoch [15][2700/7330] lr: 1.000e-04, eta: 23:09:50, time: 0.467, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1670, s0.acc: 94.2490, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2238, s1.loss_cls: 0.0781, s1.acc: 94.5340, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1111, s2.loss_cls: 0.0382, s2.acc: 94.4957, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.1045 2022-06-15 17:54:10,679 - mmdet - INFO - Epoch [15][2750/7330] lr: 1.000e-04, eta: 23:09:08, time: 0.476, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1820, s0.acc: 93.7410, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2351, s1.loss_cls: 0.0867, s1.acc: 93.8679, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1162, s2.loss_cls: 0.0426, s2.acc: 93.7374, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0540, loss: 1.1884 2022-06-15 17:54:34,558 - mmdet - INFO - Epoch [15][2800/7330] lr: 1.000e-04, eta: 23:08:26, time: 0.478, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1729, s0.acc: 94.0452, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2319, s1.loss_cls: 0.0821, s1.acc: 94.2088, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1146, s2.loss_cls: 0.0400, s2.acc: 94.1824, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1364 2022-06-15 17:54:58,364 - mmdet - INFO - Epoch [15][2850/7330] lr: 1.000e-04, eta: 23:07:43, time: 0.473, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1692, s0.acc: 94.1445, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2257, s1.loss_cls: 0.0812, s1.acc: 94.2110, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1124, s2.loss_cls: 0.0401, s2.acc: 94.0784, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.1160 2022-06-15 17:55:21,394 - mmdet - INFO - Epoch [15][2900/7330] lr: 1.000e-04, eta: 23:06:57, time: 0.463, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1718, s0.acc: 94.1089, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2329, s1.loss_cls: 0.0818, s1.acc: 94.2479, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1154, s2.loss_cls: 0.0403, s2.acc: 94.1019, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1426 2022-06-15 17:55:44,888 - mmdet - INFO - Epoch [15][2950/7330] lr: 1.000e-04, eta: 23:06:13, time: 0.469, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1777, s0.acc: 93.9126, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2287, s1.loss_cls: 0.0847, s1.acc: 94.0246, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1140, s2.loss_cls: 0.0413, s2.acc: 94.0607, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0538, loss: 1.1438 2022-06-15 17:56:08,242 - mmdet - INFO - Epoch [15][3000/7330] lr: 1.000e-04, eta: 23:05:28, time: 0.467, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1656, s0.acc: 94.3992, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2292, s1.loss_cls: 0.0791, s1.acc: 94.4675, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1131, s2.loss_cls: 0.0388, s2.acc: 94.4279, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.1049 2022-06-15 17:56:31,492 - mmdet - INFO - Epoch [15][3050/7330] lr: 1.000e-04, eta: 23:04:43, time: 0.465, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1774, s0.acc: 94.0408, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2323, s1.loss_cls: 0.0842, s1.acc: 94.2107, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1160, s2.loss_cls: 0.0413, s2.acc: 94.1242, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0549, loss: 1.1460 2022-06-15 17:56:55,183 - mmdet - INFO - Epoch [15][3100/7330] lr: 1.000e-04, eta: 23:04:00, time: 0.474, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1687, s0.acc: 94.2820, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2333, s1.loss_cls: 0.0800, s1.acc: 94.4166, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1153, s2.loss_cls: 0.0393, s2.acc: 94.3169, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0542, loss: 1.1295 2022-06-15 17:57:18,691 - mmdet - INFO - Epoch [15][3150/7330] lr: 1.000e-04, eta: 23:03:17, time: 0.470, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1832, s0.acc: 93.6929, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2314, s1.loss_cls: 0.0857, s1.acc: 93.9464, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1158, s2.loss_cls: 0.0415, s2.acc: 93.9046, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0546, loss: 1.1826 2022-06-15 17:57:42,134 - mmdet - INFO - Epoch [15][3200/7330] lr: 1.000e-04, eta: 23:02:33, time: 0.469, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1745, s0.acc: 94.0991, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2282, s1.loss_cls: 0.0833, s1.acc: 94.2976, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1139, s2.loss_cls: 0.0408, s2.acc: 94.2739, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.1241 2022-06-15 17:58:05,623 - mmdet - INFO - Epoch [15][3250/7330] lr: 1.000e-04, eta: 23:01:50, time: 0.470, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1793, s0.acc: 93.9058, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2290, s1.loss_cls: 0.0844, s1.acc: 94.1212, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1136, s2.loss_cls: 0.0420, s2.acc: 93.9912, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1484 2022-06-15 17:58:28,582 - mmdet - INFO - Epoch [15][3300/7330] lr: 1.000e-04, eta: 23:01:03, time: 0.459, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1740, s0.acc: 94.1428, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2345, s1.loss_cls: 0.0815, s1.acc: 94.2587, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1182, s2.loss_cls: 0.0401, s2.acc: 94.1805, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0559, loss: 1.1447 2022-06-15 17:58:52,525 - mmdet - INFO - Epoch [15][3350/7330] lr: 1.000e-04, eta: 23:00:22, time: 0.478, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1747, s0.acc: 94.0908, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2366, s1.loss_cls: 0.0814, s1.acc: 94.2792, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1190, s2.loss_cls: 0.0394, s2.acc: 94.2325, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0559, loss: 1.1540 2022-06-15 17:59:16,328 - mmdet - INFO - Epoch [15][3400/7330] lr: 1.000e-04, eta: 22:59:41, time: 0.477, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1726, s0.acc: 94.1729, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2289, s1.loss_cls: 0.0814, s1.acc: 94.2560, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1143, s2.loss_cls: 0.0403, s2.acc: 94.0735, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1297 2022-06-15 17:59:39,838 - mmdet - INFO - Epoch [15][3450/7330] lr: 1.000e-04, eta: 22:58:58, time: 0.470, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1783, s0.acc: 93.8767, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2308, s1.loss_cls: 0.0851, s1.acc: 94.0572, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1146, s2.loss_cls: 0.0417, s2.acc: 93.9454, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0544, loss: 1.1557 2022-06-15 18:00:05,662 - mmdet - INFO - Epoch [15][3500/7330] lr: 1.000e-04, eta: 22:58:29, time: 0.516, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1694, s0.acc: 94.1787, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2241, s1.loss_cls: 0.0807, s1.acc: 94.2789, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1125, s2.loss_cls: 0.0399, s2.acc: 94.1063, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.1276 2022-06-15 18:00:29,452 - mmdet - INFO - Epoch [15][3550/7330] lr: 1.000e-04, eta: 22:57:48, time: 0.476, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1841, s0.acc: 93.8083, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2389, s1.loss_cls: 0.0875, s1.acc: 93.9701, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1187, s2.loss_cls: 0.0426, s2.acc: 93.9268, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0557, loss: 1.1859 2022-06-15 18:00:53,206 - mmdet - INFO - Epoch [15][3600/7330] lr: 1.000e-04, eta: 22:57:07, time: 0.475, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1831, s0.acc: 93.8135, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2350, s1.loss_cls: 0.0864, s1.acc: 93.9849, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1166, s2.loss_cls: 0.0414, s2.acc: 94.0849, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0550, loss: 1.1716 2022-06-15 18:01:17,388 - mmdet - INFO - Epoch [15][3650/7330] lr: 1.000e-04, eta: 22:56:28, time: 0.484, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1761, s0.acc: 94.0969, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2289, s1.loss_cls: 0.0831, s1.acc: 94.2546, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1152, s2.loss_cls: 0.0404, s2.acc: 94.2128, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0542, loss: 1.1310 2022-06-15 18:01:40,765 - mmdet - INFO - Epoch [15][3700/7330] lr: 1.000e-04, eta: 22:55:45, time: 0.468, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1778, s0.acc: 93.8884, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2336, s1.loss_cls: 0.0826, s1.acc: 94.1928, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1167, s2.loss_cls: 0.0406, s2.acc: 94.1347, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1546 2022-06-15 18:02:04,212 - mmdet - INFO - Epoch [15][3750/7330] lr: 1.000e-04, eta: 22:55:02, time: 0.469, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1703, s0.acc: 94.2534, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2300, s1.loss_cls: 0.0804, s1.acc: 94.4173, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1147, s2.loss_cls: 0.0390, s2.acc: 94.3459, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0540, loss: 1.1104 2022-06-15 18:02:27,639 - mmdet - INFO - Epoch [15][3800/7330] lr: 1.000e-04, eta: 22:54:19, time: 0.469, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1676, s0.acc: 94.3335, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2280, s1.loss_cls: 0.0798, s1.acc: 94.4155, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1138, s2.loss_cls: 0.0391, s2.acc: 94.3013, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0538, loss: 1.1141 2022-06-15 18:02:51,325 - mmdet - INFO - Epoch [15][3850/7330] lr: 1.000e-04, eta: 22:53:37, time: 0.474, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1748, s0.acc: 94.0947, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2265, s1.loss_cls: 0.0823, s1.acc: 94.2325, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1127, s2.loss_cls: 0.0403, s2.acc: 94.2630, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.1256 2022-06-15 18:03:15,348 - mmdet - INFO - Epoch [15][3900/7330] lr: 1.000e-04, eta: 22:52:58, time: 0.480, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1802, s0.acc: 93.7637, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2297, s1.loss_cls: 0.0854, s1.acc: 93.9433, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1147, s2.loss_cls: 0.0421, s2.acc: 93.8729, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0540, loss: 1.1691 2022-06-15 18:03:38,409 - mmdet - INFO - Epoch [15][3950/7330] lr: 1.000e-04, eta: 22:52:13, time: 0.461, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1744, s0.acc: 94.0095, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2329, s1.loss_cls: 0.0828, s1.acc: 94.1653, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1153, s2.loss_cls: 0.0404, s2.acc: 94.1429, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1519 2022-06-15 18:04:02,359 - mmdet - INFO - Epoch [15][4000/7330] lr: 1.000e-04, eta: 22:51:33, time: 0.479, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1703, s0.acc: 94.1016, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2282, s1.loss_cls: 0.0801, s1.acc: 94.2974, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1143, s2.loss_cls: 0.0392, s2.acc: 94.2684, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1335 2022-06-15 18:04:26,513 - mmdet - INFO - Epoch [15][4050/7330] lr: 1.000e-04, eta: 22:50:55, time: 0.483, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1766, s0.acc: 93.9590, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2396, s1.loss_cls: 0.0834, s1.acc: 94.1298, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1195, s2.loss_cls: 0.0410, s2.acc: 94.0596, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0557, loss: 1.1671 2022-06-15 18:04:50,253 - mmdet - INFO - Epoch [15][4100/7330] lr: 1.000e-04, eta: 22:50:14, time: 0.475, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1817, s0.acc: 93.7263, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2343, s1.loss_cls: 0.0866, s1.acc: 93.9130, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1157, s2.loss_cls: 0.0428, s2.acc: 93.8546, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0546, loss: 1.1783 2022-06-15 18:05:13,208 - mmdet - INFO - Epoch [15][4150/7330] lr: 1.000e-04, eta: 22:49:29, time: 0.459, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1744, s0.acc: 94.1638, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2366, s1.loss_cls: 0.0834, s1.acc: 94.2735, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1188, s2.loss_cls: 0.0410, s2.acc: 94.3027, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0563, loss: 1.1478 2022-06-15 18:05:36,246 - mmdet - INFO - Epoch [15][4200/7330] lr: 1.000e-04, eta: 22:48:44, time: 0.461, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1759, s0.acc: 93.9868, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2343, s1.loss_cls: 0.0831, s1.acc: 94.1779, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1178, s2.loss_cls: 0.0409, s2.acc: 94.0919, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0555, loss: 1.1578 2022-06-15 18:05:59,111 - mmdet - INFO - Epoch [15][4250/7330] lr: 1.000e-04, eta: 22:47:58, time: 0.457, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1821, s0.acc: 93.7822, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2385, s1.loss_cls: 0.0849, s1.acc: 94.0738, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1188, s2.loss_cls: 0.0415, s2.acc: 94.0464, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0558, loss: 1.1851 2022-06-15 18:06:22,367 - mmdet - INFO - Epoch [15][4300/7330] lr: 1.000e-04, eta: 22:47:15, time: 0.465, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1746, s0.acc: 94.1084, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2304, s1.loss_cls: 0.0828, s1.acc: 94.2417, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1161, s2.loss_cls: 0.0406, s2.acc: 94.2058, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0545, loss: 1.1429 2022-06-15 18:06:45,055 - mmdet - INFO - Epoch [15][4350/7330] lr: 1.000e-04, eta: 22:46:28, time: 0.454, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1744, s0.acc: 94.0410, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2330, s1.loss_cls: 0.0827, s1.acc: 94.1784, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1162, s2.loss_cls: 0.0405, s2.acc: 94.0381, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0548, loss: 1.1554 2022-06-15 18:07:08,009 - mmdet - INFO - Epoch [15][4400/7330] lr: 1.000e-04, eta: 22:45:43, time: 0.459, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1711, s0.acc: 94.1025, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2325, s1.loss_cls: 0.0822, s1.acc: 94.1696, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1162, s2.loss_cls: 0.0401, s2.acc: 94.0939, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0549, loss: 1.1309 2022-06-15 18:07:31,470 - mmdet - INFO - Epoch [15][4450/7330] lr: 1.000e-04, eta: 22:45:01, time: 0.469, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1786, s0.acc: 94.0359, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2330, s1.loss_cls: 0.0845, s1.acc: 94.2979, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1159, s2.loss_cls: 0.0419, s2.acc: 94.2016, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0552, loss: 1.1468 2022-06-15 18:07:54,945 - mmdet - INFO - Epoch [15][4500/7330] lr: 1.000e-04, eta: 22:44:20, time: 0.470, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1786, s0.acc: 93.8472, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2350, s1.loss_cls: 0.0844, s1.acc: 93.9781, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1166, s2.loss_cls: 0.0407, s2.acc: 94.0896, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0547, loss: 1.1657 2022-06-15 18:08:18,674 - mmdet - INFO - Epoch [15][4550/7330] lr: 1.000e-04, eta: 22:43:39, time: 0.474, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1810, s0.acc: 93.8718, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2297, s1.loss_cls: 0.0860, s1.acc: 93.9323, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1153, s2.loss_cls: 0.0423, s2.acc: 93.8980, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0542, loss: 1.1668 2022-06-15 18:08:41,711 - mmdet - INFO - Epoch [15][4600/7330] lr: 1.000e-04, eta: 22:42:55, time: 0.461, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1740, s0.acc: 94.0613, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2313, s1.loss_cls: 0.0823, s1.acc: 94.1922, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1165, s2.loss_cls: 0.0404, s2.acc: 93.9877, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0553, loss: 1.1486 2022-06-15 18:09:05,621 - mmdet - INFO - Epoch [15][4650/7330] lr: 1.000e-04, eta: 22:42:16, time: 0.478, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1765, s0.acc: 94.0569, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2306, s1.loss_cls: 0.0840, s1.acc: 94.1798, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1165, s2.loss_cls: 0.0410, s2.acc: 94.0576, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0547, loss: 1.1450 2022-06-15 18:09:29,136 - mmdet - INFO - Epoch [15][4700/7330] lr: 1.000e-04, eta: 22:41:35, time: 0.470, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1808, s0.acc: 93.7524, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2383, s1.loss_cls: 0.0855, s1.acc: 93.8676, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1181, s2.loss_cls: 0.0417, s2.acc: 93.8730, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0556, loss: 1.1803 2022-06-15 18:09:52,834 - mmdet - INFO - Epoch [15][4750/7330] lr: 1.000e-04, eta: 22:40:55, time: 0.474, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1798, s0.acc: 93.9299, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2303, s1.loss_cls: 0.0840, s1.acc: 94.1670, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1153, s2.loss_cls: 0.0414, s2.acc: 94.0298, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0547, loss: 1.1637 2022-06-15 18:10:16,578 - mmdet - INFO - Epoch [15][4800/7330] lr: 1.000e-04, eta: 22:40:15, time: 0.475, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1819, s0.acc: 93.8606, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2298, s1.loss_cls: 0.0852, s1.acc: 94.1092, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1139, s2.loss_cls: 0.0417, s2.acc: 94.0371, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0536, loss: 1.1636 2022-06-15 18:10:39,631 - mmdet - INFO - Epoch [15][4850/7330] lr: 1.000e-04, eta: 22:39:31, time: 0.461, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1758, s0.acc: 94.0447, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2329, s1.loss_cls: 0.0829, s1.acc: 94.1746, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1160, s2.loss_cls: 0.0399, s2.acc: 94.1994, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1447 2022-06-15 18:11:02,778 - mmdet - INFO - Epoch [15][4900/7330] lr: 1.000e-04, eta: 22:38:48, time: 0.463, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1753, s0.acc: 94.0847, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2375, s1.loss_cls: 0.0833, s1.acc: 94.2599, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1195, s2.loss_cls: 0.0402, s2.acc: 94.3699, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0565, loss: 1.1508 2022-06-15 18:11:25,401 - mmdet - INFO - Epoch [15][4950/7330] lr: 1.000e-04, eta: 22:38:02, time: 0.452, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1778, s0.acc: 94.0552, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2339, s1.loss_cls: 0.0852, s1.acc: 94.1572, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1157, s2.loss_cls: 0.0413, s2.acc: 94.0409, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0544, loss: 1.1487 2022-06-15 18:11:48,268 - mmdet - INFO - Epoch [15][5000/7330] lr: 1.000e-04, eta: 22:37:17, time: 0.455, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1784, s0.acc: 93.9634, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2308, s1.loss_cls: 0.0838, s1.acc: 94.1001, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1141, s2.loss_cls: 0.0409, s2.acc: 94.1110, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1397 2022-06-15 18:12:11,524 - mmdet - INFO - Epoch [15][5050/7330] lr: 1.000e-04, eta: 22:36:35, time: 0.467, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1831, s0.acc: 93.8496, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2340, s1.loss_cls: 0.0859, s1.acc: 94.0355, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1165, s2.loss_cls: 0.0420, s2.acc: 94.0758, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0550, loss: 1.1657 2022-06-15 18:12:34,071 - mmdet - INFO - Epoch [15][5100/7330] lr: 1.000e-04, eta: 22:35:49, time: 0.450, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1683, s0.acc: 94.2939, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2312, s1.loss_cls: 0.0801, s1.acc: 94.3940, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1157, s2.loss_cls: 0.0394, s2.acc: 94.3994, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1215 2022-06-15 18:12:56,781 - mmdet - INFO - Epoch [15][5150/7330] lr: 1.000e-04, eta: 22:35:04, time: 0.455, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1809, s0.acc: 93.8489, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2378, s1.loss_cls: 0.0860, s1.acc: 94.0159, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1191, s2.loss_cls: 0.0422, s2.acc: 94.0253, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0558, loss: 1.1724 2022-06-15 18:13:19,530 - mmdet - INFO - Epoch [15][5200/7330] lr: 1.000e-04, eta: 22:34:19, time: 0.455, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1664, s0.acc: 94.3384, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2356, s1.loss_cls: 0.0793, s1.acc: 94.4565, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1169, s2.loss_cls: 0.0391, s2.acc: 94.3805, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0549, loss: 1.1229 2022-06-15 18:13:42,299 - mmdet - INFO - Epoch [15][5250/7330] lr: 1.000e-04, eta: 22:33:34, time: 0.455, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1753, s0.acc: 94.0408, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2345, s1.loss_cls: 0.0829, s1.acc: 94.2282, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1165, s2.loss_cls: 0.0399, s2.acc: 94.2623, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0552, loss: 1.1409 2022-06-15 18:14:04,868 - mmdet - INFO - Epoch [15][5300/7330] lr: 1.000e-04, eta: 22:32:48, time: 0.452, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1746, s0.acc: 94.0398, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2343, s1.loss_cls: 0.0829, s1.acc: 94.1591, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1171, s2.loss_cls: 0.0402, s2.acc: 94.0897, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0554, loss: 1.1459 2022-06-15 18:14:27,245 - mmdet - INFO - Epoch [15][5350/7330] lr: 1.000e-04, eta: 22:32:02, time: 0.447, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1735, s0.acc: 94.1758, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2322, s1.loss_cls: 0.0824, s1.acc: 94.3031, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1166, s2.loss_cls: 0.0403, s2.acc: 94.2883, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0548, loss: 1.1284 2022-06-15 18:14:49,901 - mmdet - INFO - Epoch [15][5400/7330] lr: 1.000e-04, eta: 22:31:17, time: 0.453, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1794, s0.acc: 93.8555, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2263, s1.loss_cls: 0.0857, s1.acc: 94.0299, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1127, s2.loss_cls: 0.0416, s2.acc: 94.0392, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.1395 2022-06-15 18:15:13,137 - mmdet - INFO - Epoch [15][5450/7330] lr: 1.000e-04, eta: 22:30:35, time: 0.465, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1824, s0.acc: 93.9175, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2348, s1.loss_cls: 0.0860, s1.acc: 94.1334, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1169, s2.loss_cls: 0.0413, s2.acc: 94.1707, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0548, loss: 1.1725 2022-06-15 18:15:36,175 - mmdet - INFO - Epoch [15][5500/7330] lr: 1.000e-04, eta: 22:29:52, time: 0.461, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1785, s0.acc: 93.8774, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2382, s1.loss_cls: 0.0849, s1.acc: 94.0078, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1168, s2.loss_cls: 0.0418, s2.acc: 93.8846, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0549, loss: 1.1661 2022-06-15 18:15:58,853 - mmdet - INFO - Epoch [15][5550/7330] lr: 1.000e-04, eta: 22:29:07, time: 0.454, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1805, s0.acc: 93.8591, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2385, s1.loss_cls: 0.0845, s1.acc: 94.0669, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1185, s2.loss_cls: 0.0411, s2.acc: 94.0664, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0557, loss: 1.1881 2022-06-15 18:16:21,755 - mmdet - INFO - Epoch [15][5600/7330] lr: 1.000e-04, eta: 22:28:24, time: 0.458, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1766, s0.acc: 93.9500, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2343, s1.loss_cls: 0.0840, s1.acc: 94.1606, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1165, s2.loss_cls: 0.0404, s2.acc: 94.1721, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1477 2022-06-15 18:16:44,632 - mmdet - INFO - Epoch [15][5650/7330] lr: 1.000e-04, eta: 22:27:40, time: 0.458, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1787, s0.acc: 94.0396, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2388, s1.loss_cls: 0.0836, s1.acc: 94.2302, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1187, s2.loss_cls: 0.0406, s2.acc: 94.2398, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0557, loss: 1.1630 2022-06-15 18:17:07,581 - mmdet - INFO - Epoch [15][5700/7330] lr: 1.000e-04, eta: 22:26:57, time: 0.459, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1745, s0.acc: 93.9666, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2341, s1.loss_cls: 0.0838, s1.acc: 94.0467, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1170, s2.loss_cls: 0.0412, s2.acc: 93.9319, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0556, loss: 1.1595 2022-06-15 18:17:30,927 - mmdet - INFO - Epoch [15][5750/7330] lr: 1.000e-04, eta: 22:26:16, time: 0.467, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1717, s0.acc: 94.0942, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2264, s1.loss_cls: 0.0819, s1.acc: 94.2028, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1128, s2.loss_cls: 0.0394, s2.acc: 94.2204, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0529, loss: 1.1156 2022-06-15 18:17:54,148 - mmdet - INFO - Epoch [15][5800/7330] lr: 1.000e-04, eta: 22:25:35, time: 0.464, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1775, s0.acc: 94.0127, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2309, s1.loss_cls: 0.0839, s1.acc: 94.1192, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1151, s2.loss_cls: 0.0410, s2.acc: 94.0547, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1424 2022-06-15 18:18:17,519 - mmdet - INFO - Epoch [15][5850/7330] lr: 1.000e-04, eta: 22:24:55, time: 0.467, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1708, s0.acc: 94.0540, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2342, s1.loss_cls: 0.0806, s1.acc: 94.1784, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1162, s2.loss_cls: 0.0397, s2.acc: 94.1410, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1382 2022-06-15 18:18:41,347 - mmdet - INFO - Epoch [15][5900/7330] lr: 1.000e-04, eta: 22:24:17, time: 0.477, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1703, s0.acc: 94.1184, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2320, s1.loss_cls: 0.0791, s1.acc: 94.3430, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1143, s2.loss_cls: 0.0395, s2.acc: 94.1976, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.1306 2022-06-15 18:19:05,015 - mmdet - INFO - Epoch [15][5950/7330] lr: 1.000e-04, eta: 22:23:38, time: 0.473, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1725, s0.acc: 94.1809, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2321, s1.loss_cls: 0.0803, s1.acc: 94.4368, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1150, s2.loss_cls: 0.0388, s2.acc: 94.4166, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1338 2022-06-15 18:19:28,448 - mmdet - INFO - Epoch [15][6000/7330] lr: 1.000e-04, eta: 22:22:58, time: 0.469, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1701, s0.acc: 94.2468, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2306, s1.loss_cls: 0.0811, s1.acc: 94.3567, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1146, s2.loss_cls: 0.0397, s2.acc: 94.2747, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1136 2022-06-15 18:19:52,187 - mmdet - INFO - Epoch [15][6050/7330] lr: 1.000e-04, eta: 22:22:20, time: 0.475, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1716, s0.acc: 94.1448, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2309, s1.loss_cls: 0.0821, s1.acc: 94.2405, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1134, s2.loss_cls: 0.0407, s2.acc: 94.2049, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.1255 2022-06-15 18:20:16,377 - mmdet - INFO - Epoch [15][6100/7330] lr: 1.000e-04, eta: 22:21:44, time: 0.484, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1838, s0.acc: 93.7620, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2338, s1.loss_cls: 0.0876, s1.acc: 93.8847, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1155, s2.loss_cls: 0.0427, s2.acc: 93.8143, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0542, loss: 1.1684 2022-06-15 18:20:40,841 - mmdet - INFO - Epoch [15][6150/7330] lr: 1.000e-04, eta: 22:21:10, time: 0.489, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1803, s0.acc: 93.9163, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2334, s1.loss_cls: 0.0845, s1.acc: 94.1118, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1158, s2.loss_cls: 0.0417, s2.acc: 94.0835, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0545, loss: 1.1723 2022-06-15 18:21:04,922 - mmdet - INFO - Epoch [15][6200/7330] lr: 1.000e-04, eta: 22:20:34, time: 0.482, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1651, s0.acc: 94.3813, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2259, s1.loss_cls: 0.0789, s1.acc: 94.4977, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1126, s2.loss_cls: 0.0387, s2.acc: 94.3559, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0528, loss: 1.0967 2022-06-15 18:21:28,605 - mmdet - INFO - Epoch [15][6250/7330] lr: 1.000e-04, eta: 22:19:56, time: 0.474, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1766, s0.acc: 93.9600, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2313, s1.loss_cls: 0.0831, s1.acc: 94.0863, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1150, s2.loss_cls: 0.0407, s2.acc: 94.0206, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0540, loss: 1.1614 2022-06-15 18:21:52,227 - mmdet - INFO - Epoch [15][6300/7330] lr: 1.000e-04, eta: 22:19:17, time: 0.472, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1667, s0.acc: 94.2627, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2322, s1.loss_cls: 0.0793, s1.acc: 94.4123, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1147, s2.loss_cls: 0.0392, s2.acc: 94.2827, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1224 2022-06-15 18:22:15,303 - mmdet - INFO - Epoch [15][6350/7330] lr: 1.000e-04, eta: 22:18:36, time: 0.462, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1712, s0.acc: 94.2068, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2340, s1.loss_cls: 0.0806, s1.acc: 94.3527, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1168, s2.loss_cls: 0.0388, s2.acc: 94.4527, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0550, loss: 1.1374 2022-06-15 18:22:38,612 - mmdet - INFO - Epoch [15][6400/7330] lr: 1.000e-04, eta: 22:17:55, time: 0.466, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1719, s0.acc: 94.2095, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2316, s1.loss_cls: 0.0831, s1.acc: 94.3307, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1166, s2.loss_cls: 0.0406, s2.acc: 94.2470, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0548, loss: 1.1417 2022-06-15 18:23:02,232 - mmdet - INFO - Epoch [15][6450/7330] lr: 1.000e-04, eta: 22:17:17, time: 0.472, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1704, s0.acc: 94.3315, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2266, s1.loss_cls: 0.0827, s1.acc: 94.4687, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1128, s2.loss_cls: 0.0399, s2.acc: 94.4277, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0529, loss: 1.1098 2022-06-15 18:23:26,177 - mmdet - INFO - Epoch [15][6500/7330] lr: 1.000e-04, eta: 22:16:40, time: 0.479, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1791, s0.acc: 93.9370, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2341, s1.loss_cls: 0.0846, s1.acc: 94.0910, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1164, s2.loss_cls: 0.0414, s2.acc: 94.0288, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0547, loss: 1.1629 2022-06-15 18:23:49,377 - mmdet - INFO - Epoch [15][6550/7330] lr: 1.000e-04, eta: 22:16:00, time: 0.464, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1721, s0.acc: 94.1011, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2321, s1.loss_cls: 0.0827, s1.acc: 94.1434, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1153, s2.loss_cls: 0.0399, s2.acc: 94.2184, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.1282 2022-06-15 18:24:12,871 - mmdet - INFO - Epoch [15][6600/7330] lr: 1.000e-04, eta: 22:15:21, time: 0.470, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1737, s0.acc: 94.1606, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2273, s1.loss_cls: 0.0828, s1.acc: 94.2281, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1139, s2.loss_cls: 0.0403, s2.acc: 94.2153, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0538, loss: 1.1190 2022-06-15 18:24:36,304 - mmdet - INFO - Epoch [15][6650/7330] lr: 1.000e-04, eta: 22:14:42, time: 0.469, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1821, s0.acc: 93.8516, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2349, s1.loss_cls: 0.0866, s1.acc: 94.0136, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1174, s2.loss_cls: 0.0422, s2.acc: 93.9569, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1597 2022-06-15 18:24:59,909 - mmdet - INFO - Epoch [15][6700/7330] lr: 1.000e-04, eta: 22:14:03, time: 0.472, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1773, s0.acc: 94.0046, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2325, s1.loss_cls: 0.0830, s1.acc: 94.2228, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1152, s2.loss_cls: 0.0401, s2.acc: 94.2184, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0544, loss: 1.1496 2022-06-15 18:25:23,513 - mmdet - INFO - Epoch [15][6750/7330] lr: 1.000e-04, eta: 22:13:25, time: 0.472, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1854, s0.acc: 93.5862, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2377, s1.loss_cls: 0.0881, s1.acc: 93.7102, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1178, s2.loss_cls: 0.0429, s2.acc: 93.8358, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0554, loss: 1.1869 2022-06-15 18:25:46,560 - mmdet - INFO - Epoch [15][6800/7330] lr: 1.000e-04, eta: 22:12:44, time: 0.461, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1697, s0.acc: 94.2017, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2328, s1.loss_cls: 0.0798, s1.acc: 94.4168, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1158, s2.loss_cls: 0.0390, s2.acc: 94.4492, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0547, loss: 1.1315 2022-06-15 18:26:09,511 - mmdet - INFO - Epoch [15][6850/7330] lr: 1.000e-04, eta: 22:12:02, time: 0.459, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1691, s0.acc: 94.0742, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2290, s1.loss_cls: 0.0810, s1.acc: 94.2257, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1144, s2.loss_cls: 0.0401, s2.acc: 94.1671, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0542, loss: 1.1227 2022-06-15 18:26:32,826 - mmdet - INFO - Epoch [15][6900/7330] lr: 1.000e-04, eta: 22:11:23, time: 0.466, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1749, s0.acc: 93.9775, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2315, s1.loss_cls: 0.0834, s1.acc: 94.1224, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1166, s2.loss_cls: 0.0408, s2.acc: 94.0058, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0549, loss: 1.1499 2022-06-15 18:26:56,334 - mmdet - INFO - Epoch [15][6950/7330] lr: 1.000e-04, eta: 22:10:44, time: 0.470, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1716, s0.acc: 94.2100, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2386, s1.loss_cls: 0.0825, s1.acc: 94.2911, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1183, s2.loss_cls: 0.0402, s2.acc: 94.2060, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0552, loss: 1.1296 2022-06-15 18:27:19,512 - mmdet - INFO - Epoch [15][7000/7330] lr: 1.000e-04, eta: 22:10:04, time: 0.464, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1816, s0.acc: 93.6919, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2368, s1.loss_cls: 0.0845, s1.acc: 93.9537, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1177, s2.loss_cls: 0.0418, s2.acc: 93.9454, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0554, loss: 1.1898 2022-06-15 18:27:42,682 - mmdet - INFO - Epoch [15][7050/7330] lr: 1.000e-04, eta: 22:09:24, time: 0.463, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1746, s0.acc: 93.9709, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2312, s1.loss_cls: 0.0816, s1.acc: 94.2431, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1149, s2.loss_cls: 0.0400, s2.acc: 94.2510, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0540, loss: 1.1445 2022-06-15 18:28:06,045 - mmdet - INFO - Epoch [15][7100/7330] lr: 1.000e-04, eta: 22:08:45, time: 0.467, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1813, s0.acc: 93.8167, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2384, s1.loss_cls: 0.0847, s1.acc: 94.0148, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1193, s2.loss_cls: 0.0412, s2.acc: 93.9470, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0564, loss: 1.1830 2022-06-15 18:28:28,676 - mmdet - INFO - Epoch [15][7150/7330] lr: 1.000e-04, eta: 22:08:02, time: 0.453, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1859, s0.acc: 93.6067, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2367, s1.loss_cls: 0.0889, s1.acc: 93.7321, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1166, s2.loss_cls: 0.0435, s2.acc: 93.6208, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1819 2022-06-15 18:28:51,694 - mmdet - INFO - Epoch [15][7200/7330] lr: 1.000e-04, eta: 22:07:21, time: 0.460, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1817, s0.acc: 93.9033, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2348, s1.loss_cls: 0.0855, s1.acc: 94.1603, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1175, s2.loss_cls: 0.0415, s2.acc: 94.1511, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0556, loss: 1.1683 2022-06-15 18:29:15,240 - mmdet - INFO - Epoch [15][7250/7330] lr: 1.000e-04, eta: 22:06:43, time: 0.471, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1802, s0.acc: 93.8276, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2389, s1.loss_cls: 0.0861, s1.acc: 93.9309, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1189, s2.loss_cls: 0.0422, s2.acc: 93.9184, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0559, loss: 1.1887 2022-06-15 18:29:38,866 - mmdet - INFO - Epoch [15][7300/7330] lr: 1.000e-04, eta: 22:06:06, time: 0.472, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1701, s0.acc: 94.1445, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2300, s1.loss_cls: 0.0806, s1.acc: 94.2925, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1147, s2.loss_cls: 0.0395, s2.acc: 94.2668, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0541, loss: 1.1288 2022-06-15 18:30:13,680 - mmdet - INFO - Saving checkpoint at 15 epochs 2022-06-15 18:34:30,165 - mmdet - INFO - Evaluating bbox... 2022-06-15 18:35:02,583 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.646 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.492 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.489 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.416 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.629 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.756 2022-06-15 18:35:02,584 - mmdet - INFO - Evaluating segm... 2022-06-15 18:35:38,045 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.394 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.616 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.422 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.212 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.520 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.520 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.520 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.337 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.686 2022-06-15 18:35:38,717 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 18:35:38,717 - mmdet - INFO - Epoch(val) [15][625] bbox_mAP: 0.4570, bbox_mAP_50: 0.6460, bbox_mAP_75: 0.4920, bbox_mAP_s: 0.2930, bbox_mAP_m: 0.4890, bbox_mAP_l: 0.6080, bbox_mAP_copypaste: 0.457 0.646 0.492 0.293 0.489 0.608, segm_mAP: 0.3940, segm_mAP_50: 0.6160, segm_mAP_75: 0.4220, segm_mAP_s: 0.2120, segm_mAP_m: 0.4250, segm_mAP_l: 0.5740, segm_mAP_copypaste: 0.394 0.616 0.422 0.212 0.425 0.574 2022-06-15 18:41:29,937 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 18:41:29,966 - mmdet - INFO - Epoch [16][50/7330] lr: 1.000e-04, eta: 22:32:28, time: 7.024, data_time: 6.558, memory: 16073, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1668, s0.acc: 94.2236, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2275, s1.loss_cls: 0.0792, s1.acc: 94.3626, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1139, s2.loss_cls: 0.0388, s2.acc: 94.3350, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0537, loss: 1.1203 2022-06-15 18:41:53,412 - mmdet - INFO - Epoch [16][100/7330] lr: 1.000e-04, eta: 22:31:46, time: 0.469, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1685, s0.acc: 94.1829, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2339, s1.loss_cls: 0.0795, s1.acc: 94.3454, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1172, s2.loss_cls: 0.0390, s2.acc: 94.4503, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0550, loss: 1.1332 2022-06-15 18:42:17,093 - mmdet - INFO - Epoch [16][150/7330] lr: 1.000e-04, eta: 22:31:06, time: 0.474, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1708, s0.acc: 94.1416, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2270, s1.loss_cls: 0.0802, s1.acc: 94.4269, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1148, s2.loss_cls: 0.0393, s2.acc: 94.3919, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0544, loss: 1.1214 2022-06-15 18:42:41,074 - mmdet - INFO - Epoch [16][200/7330] lr: 1.000e-04, eta: 22:30:27, time: 0.480, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1747, s0.acc: 94.0620, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2390, s1.loss_cls: 0.0831, s1.acc: 94.2032, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1184, s2.loss_cls: 0.0401, s2.acc: 94.2987, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0557, loss: 1.1517 2022-06-15 18:43:05,369 - mmdet - INFO - Epoch [16][250/7330] lr: 1.000e-04, eta: 22:29:50, time: 0.486, data_time: 0.024, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1689, s0.acc: 94.1824, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2286, s1.loss_cls: 0.0790, s1.acc: 94.4529, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1142, s2.loss_cls: 0.0384, s2.acc: 94.4942, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1180 2022-06-15 18:43:29,327 - mmdet - INFO - Epoch [16][300/7330] lr: 1.000e-04, eta: 22:29:11, time: 0.479, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1641, s0.acc: 94.3171, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2211, s1.loss_cls: 0.0772, s1.acc: 94.5854, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1116, s2.loss_cls: 0.0378, s2.acc: 94.5441, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0527, loss: 1.0966 2022-06-15 18:43:53,273 - mmdet - INFO - Epoch [16][350/7330] lr: 1.000e-04, eta: 22:28:32, time: 0.479, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1686, s0.acc: 94.2024, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2332, s1.loss_cls: 0.0804, s1.acc: 94.3803, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1162, s2.loss_cls: 0.0386, s2.acc: 94.3733, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1356 2022-06-15 18:44:17,432 - mmdet - INFO - Epoch [16][400/7330] lr: 1.000e-04, eta: 22:27:55, time: 0.483, data_time: 0.026, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1658, s0.acc: 94.2410, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2246, s1.loss_cls: 0.0782, s1.acc: 94.4679, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1125, s2.loss_cls: 0.0389, s2.acc: 94.3651, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0532, loss: 1.1162 2022-06-15 18:44:42,135 - mmdet - INFO - Epoch [16][450/7330] lr: 1.000e-04, eta: 22:27:20, time: 0.494, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1768, s0.acc: 93.9675, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2321, s1.loss_cls: 0.0833, s1.acc: 94.2024, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1171, s2.loss_cls: 0.0402, s2.acc: 94.2253, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1508 2022-06-15 18:45:06,555 - mmdet - INFO - Epoch [16][500/7330] lr: 1.000e-04, eta: 22:26:44, time: 0.488, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1820, s0.acc: 93.8389, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2313, s1.loss_cls: 0.0847, s1.acc: 94.1158, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1149, s2.loss_cls: 0.0420, s2.acc: 94.0353, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0543, loss: 1.1686 2022-06-15 18:45:31,037 - mmdet - INFO - Epoch [16][550/7330] lr: 1.000e-04, eta: 22:26:08, time: 0.490, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1765, s0.acc: 94.0105, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2291, s1.loss_cls: 0.0831, s1.acc: 94.1667, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1146, s2.loss_cls: 0.0406, s2.acc: 94.2516, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0541, loss: 1.1413 2022-06-15 18:45:55,065 - mmdet - INFO - Epoch [16][600/7330] lr: 1.000e-04, eta: 22:25:30, time: 0.481, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1696, s0.acc: 94.2747, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2251, s1.loss_cls: 0.0782, s1.acc: 94.5628, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1125, s2.loss_cls: 0.0385, s2.acc: 94.4494, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.1050 2022-06-15 18:46:19,094 - mmdet - INFO - Epoch [16][650/7330] lr: 1.000e-04, eta: 22:24:52, time: 0.481, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1826, s0.acc: 93.7097, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2341, s1.loss_cls: 0.0863, s1.acc: 93.7979, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1166, s2.loss_cls: 0.0422, s2.acc: 93.8456, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0549, loss: 1.1778 2022-06-15 18:46:42,981 - mmdet - INFO - Epoch [16][700/7330] lr: 1.000e-04, eta: 22:24:13, time: 0.478, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1678, s0.acc: 94.2241, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2289, s1.loss_cls: 0.0801, s1.acc: 94.3061, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1148, s2.loss_cls: 0.0396, s2.acc: 94.1864, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1252 2022-06-15 18:47:06,746 - mmdet - INFO - Epoch [16][750/7330] lr: 1.000e-04, eta: 22:23:34, time: 0.475, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1714, s0.acc: 94.2532, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2276, s1.loss_cls: 0.0814, s1.acc: 94.3477, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1140, s2.loss_cls: 0.0404, s2.acc: 94.3292, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0536, loss: 1.1296 2022-06-15 18:47:30,548 - mmdet - INFO - Epoch [16][800/7330] lr: 1.000e-04, eta: 22:22:55, time: 0.476, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1688, s0.acc: 94.2095, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2304, s1.loss_cls: 0.0806, s1.acc: 94.3001, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1147, s2.loss_cls: 0.0389, s2.acc: 94.3750, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0543, loss: 1.1259 2022-06-15 18:47:54,460 - mmdet - INFO - Epoch [16][850/7330] lr: 1.000e-04, eta: 22:22:16, time: 0.478, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1716, s0.acc: 94.2048, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2307, s1.loss_cls: 0.0806, s1.acc: 94.4533, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1150, s2.loss_cls: 0.0391, s2.acc: 94.4156, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.1301 2022-06-15 18:48:18,501 - mmdet - INFO - Epoch [16][900/7330] lr: 1.000e-04, eta: 22:21:38, time: 0.481, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1738, s0.acc: 94.0730, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2350, s1.loss_cls: 0.0820, s1.acc: 94.2283, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1173, s2.loss_cls: 0.0401, s2.acc: 94.1836, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0554, loss: 1.1452 2022-06-15 18:48:42,382 - mmdet - INFO - Epoch [16][950/7330] lr: 1.000e-04, eta: 22:21:00, time: 0.478, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1631, s0.acc: 94.3066, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2248, s1.loss_cls: 0.0766, s1.acc: 94.5560, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1123, s2.loss_cls: 0.0380, s2.acc: 94.4064, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.0983 2022-06-15 18:49:06,705 - mmdet - INFO - Epoch [16][1000/7330] lr: 1.000e-04, eta: 22:20:24, time: 0.486, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1802, s0.acc: 93.8623, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2297, s1.loss_cls: 0.0856, s1.acc: 94.0241, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1155, s2.loss_cls: 0.0420, s2.acc: 93.9146, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1496 2022-06-15 18:49:30,921 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 18:49:30,922 - mmdet - INFO - Epoch [16][1050/7330] lr: 1.000e-04, eta: 22:19:47, time: 0.484, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1790, s0.acc: 93.9180, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2347, s1.loss_cls: 0.0838, s1.acc: 94.1477, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1162, s2.loss_cls: 0.0409, s2.acc: 94.0562, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0547, loss: 1.1641 2022-06-15 18:49:54,719 - mmdet - INFO - Epoch [16][1100/7330] lr: 1.000e-04, eta: 22:19:07, time: 0.474, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1664, s0.acc: 94.2761, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2266, s1.loss_cls: 0.0800, s1.acc: 94.3584, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1126, s2.loss_cls: 0.0392, s2.acc: 94.3076, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.1071 2022-06-15 18:50:18,650 - mmdet - INFO - Epoch [16][1150/7330] lr: 1.000e-04, eta: 22:18:30, time: 0.481, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1820, s0.acc: 93.7888, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2341, s1.loss_cls: 0.0852, s1.acc: 94.0495, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1167, s2.loss_cls: 0.0415, s2.acc: 93.8836, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0548, loss: 1.1836 2022-06-15 18:50:42,187 - mmdet - INFO - Epoch [16][1200/7330] lr: 1.000e-04, eta: 22:17:50, time: 0.470, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1651, s0.acc: 94.2444, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2250, s1.loss_cls: 0.0785, s1.acc: 94.4616, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1131, s2.loss_cls: 0.0387, s2.acc: 94.3152, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0528, loss: 1.1100 2022-06-15 18:51:05,513 - mmdet - INFO - Epoch [16][1250/7330] lr: 1.000e-04, eta: 22:17:09, time: 0.467, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1702, s0.acc: 94.1411, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2304, s1.loss_cls: 0.0807, s1.acc: 94.2659, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1161, s2.loss_cls: 0.0396, s2.acc: 94.2585, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0548, loss: 1.1188 2022-06-15 18:51:28,912 - mmdet - INFO - Epoch [16][1300/7330] lr: 1.000e-04, eta: 22:16:28, time: 0.468, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1665, s0.acc: 94.3042, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2255, s1.loss_cls: 0.0789, s1.acc: 94.3948, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1130, s2.loss_cls: 0.0390, s2.acc: 94.3273, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0532, loss: 1.1148 2022-06-15 18:51:52,037 - mmdet - INFO - Epoch [16][1350/7330] lr: 1.000e-04, eta: 22:15:46, time: 0.462, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1758, s0.acc: 93.9475, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2305, s1.loss_cls: 0.0839, s1.acc: 94.1532, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1150, s2.loss_cls: 0.0417, s2.acc: 93.9898, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0540, loss: 1.1492 2022-06-15 18:52:15,671 - mmdet - INFO - Epoch [16][1400/7330] lr: 1.000e-04, eta: 22:15:07, time: 0.473, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1795, s0.acc: 93.9739, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2365, s1.loss_cls: 0.0847, s1.acc: 94.1959, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1179, s2.loss_cls: 0.0406, s2.acc: 94.1870, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0555, loss: 1.1620 2022-06-15 18:52:39,281 - mmdet - INFO - Epoch [16][1450/7330] lr: 1.000e-04, eta: 22:14:28, time: 0.472, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1666, s0.acc: 94.3276, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2281, s1.loss_cls: 0.0788, s1.acc: 94.4257, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1130, s2.loss_cls: 0.0380, s2.acc: 94.5193, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0537, loss: 1.1045 2022-06-15 18:53:03,879 - mmdet - INFO - Epoch [16][1500/7330] lr: 1.000e-04, eta: 22:13:53, time: 0.490, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1785, s0.acc: 93.9216, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2351, s1.loss_cls: 0.0822, s1.acc: 94.2003, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1174, s2.loss_cls: 0.0404, s2.acc: 94.1473, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0555, loss: 1.1733 2022-06-15 18:53:27,876 - mmdet - INFO - Epoch [16][1550/7330] lr: 1.000e-04, eta: 22:13:16, time: 0.482, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1724, s0.acc: 93.9470, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2238, s1.loss_cls: 0.0812, s1.acc: 94.1640, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1119, s2.loss_cls: 0.0398, s2.acc: 94.0991, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.1262 2022-06-15 18:53:51,318 - mmdet - INFO - Epoch [16][1600/7330] lr: 1.000e-04, eta: 22:12:36, time: 0.469, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1757, s0.acc: 93.9980, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2333, s1.loss_cls: 0.0846, s1.acc: 94.1172, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1171, s2.loss_cls: 0.0416, s2.acc: 94.0210, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0555, loss: 1.1563 2022-06-15 18:54:14,332 - mmdet - INFO - Epoch [16][1650/7330] lr: 1.000e-04, eta: 22:11:54, time: 0.460, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1710, s0.acc: 94.1560, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2267, s1.loss_cls: 0.0806, s1.acc: 94.3652, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1129, s2.loss_cls: 0.0401, s2.acc: 94.1860, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0533, loss: 1.1252 2022-06-15 18:54:37,473 - mmdet - INFO - Epoch [16][1700/7330] lr: 1.000e-04, eta: 22:11:12, time: 0.463, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1674, s0.acc: 94.3430, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2272, s1.loss_cls: 0.0793, s1.acc: 94.5220, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1143, s2.loss_cls: 0.0390, s2.acc: 94.4666, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.1111 2022-06-15 18:55:00,814 - mmdet - INFO - Epoch [16][1750/7330] lr: 1.000e-04, eta: 22:10:32, time: 0.467, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1795, s0.acc: 93.9553, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2353, s1.loss_cls: 0.0848, s1.acc: 94.1774, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1167, s2.loss_cls: 0.0409, s2.acc: 94.1993, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0553, loss: 1.1616 2022-06-15 18:55:24,462 - mmdet - INFO - Epoch [16][1800/7330] lr: 1.000e-04, eta: 22:09:53, time: 0.473, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1700, s0.acc: 94.1831, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2263, s1.loss_cls: 0.0804, s1.acc: 94.3028, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1131, s2.loss_cls: 0.0393, s2.acc: 94.3074, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0533, loss: 1.1226 2022-06-15 18:55:47,905 - mmdet - INFO - Epoch [16][1850/7330] lr: 1.000e-04, eta: 22:09:13, time: 0.469, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1862, s0.acc: 93.6558, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2332, s1.loss_cls: 0.0893, s1.acc: 93.7364, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1172, s2.loss_cls: 0.0432, s2.acc: 93.7580, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0551, loss: 1.1828 2022-06-15 18:56:11,321 - mmdet - INFO - Epoch [16][1900/7330] lr: 1.000e-04, eta: 22:08:33, time: 0.469, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1799, s0.acc: 93.8594, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2290, s1.loss_cls: 0.0857, s1.acc: 94.0040, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1151, s2.loss_cls: 0.0420, s2.acc: 94.0220, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0545, loss: 1.1581 2022-06-15 18:56:34,843 - mmdet - INFO - Epoch [16][1950/7330] lr: 1.000e-04, eta: 22:07:54, time: 0.470, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1736, s0.acc: 93.9697, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2387, s1.loss_cls: 0.0829, s1.acc: 94.1591, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1180, s2.loss_cls: 0.0400, s2.acc: 94.1787, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0555, loss: 1.1535 2022-06-15 18:56:58,735 - mmdet - INFO - Epoch [16][2000/7330] lr: 1.000e-04, eta: 22:07:16, time: 0.478, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1823, s0.acc: 93.7129, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2375, s1.loss_cls: 0.0867, s1.acc: 93.8496, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1175, s2.loss_cls: 0.0425, s2.acc: 93.8655, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0555, loss: 1.1862 2022-06-15 18:57:22,581 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 18:57:22,582 - mmdet - INFO - Epoch [16][2050/7330] lr: 1.000e-04, eta: 22:06:39, time: 0.477, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1652, s0.acc: 94.3376, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2334, s1.loss_cls: 0.0776, s1.acc: 94.5310, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1151, s2.loss_cls: 0.0383, s2.acc: 94.4182, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.1098 2022-06-15 18:57:46,054 - mmdet - INFO - Epoch [16][2100/7330] lr: 1.000e-04, eta: 22:05:59, time: 0.467, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1723, s0.acc: 94.1243, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2317, s1.loss_cls: 0.0834, s1.acc: 94.2191, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1153, s2.loss_cls: 0.0406, s2.acc: 94.0961, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0545, loss: 1.1373 2022-06-15 18:58:10,386 - mmdet - INFO - Epoch [16][2150/7330] lr: 1.000e-04, eta: 22:05:24, time: 0.489, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1753, s0.acc: 94.0906, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2317, s1.loss_cls: 0.0818, s1.acc: 94.3899, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1159, s2.loss_cls: 0.0400, s2.acc: 94.3346, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1395 2022-06-15 18:58:34,543 - mmdet - INFO - Epoch [16][2200/7330] lr: 1.000e-04, eta: 22:04:48, time: 0.483, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1842, s0.acc: 93.6948, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2374, s1.loss_cls: 0.0872, s1.acc: 93.9390, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1174, s2.loss_cls: 0.0424, s2.acc: 93.9394, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0551, loss: 1.1821 2022-06-15 18:58:59,298 - mmdet - INFO - Epoch [16][2250/7330] lr: 1.000e-04, eta: 22:04:15, time: 0.495, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1787, s0.acc: 93.8381, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2314, s1.loss_cls: 0.0854, s1.acc: 93.9484, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1148, s2.loss_cls: 0.0413, s2.acc: 94.0021, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0538, loss: 1.1608 2022-06-15 18:59:23,413 - mmdet - INFO - Epoch [16][2300/7330] lr: 1.000e-04, eta: 22:03:39, time: 0.482, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1801, s0.acc: 93.9092, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2312, s1.loss_cls: 0.0845, s1.acc: 94.0503, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1157, s2.loss_cls: 0.0413, s2.acc: 94.0356, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0548, loss: 1.1566 2022-06-15 18:59:47,191 - mmdet - INFO - Epoch [16][2350/7330] lr: 1.000e-04, eta: 22:03:01, time: 0.476, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1697, s0.acc: 94.1514, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2334, s1.loss_cls: 0.0803, s1.acc: 94.2761, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1163, s2.loss_cls: 0.0394, s2.acc: 94.2680, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1319 2022-06-15 19:00:11,034 - mmdet - INFO - Epoch [16][2400/7330] lr: 1.000e-04, eta: 22:02:24, time: 0.476, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1674, s0.acc: 94.3604, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2249, s1.loss_cls: 0.0782, s1.acc: 94.5426, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1127, s2.loss_cls: 0.0381, s2.acc: 94.5424, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0535, loss: 1.1024 2022-06-15 19:00:35,133 - mmdet - INFO - Epoch [16][2450/7330] lr: 1.000e-04, eta: 22:01:48, time: 0.483, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1731, s0.acc: 94.0815, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2325, s1.loss_cls: 0.0824, s1.acc: 94.2867, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1159, s2.loss_cls: 0.0409, s2.acc: 94.1923, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1406 2022-06-15 19:00:58,926 - mmdet - INFO - Epoch [16][2500/7330] lr: 1.000e-04, eta: 22:01:10, time: 0.476, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1620, s0.acc: 94.3843, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2239, s1.loss_cls: 0.0772, s1.acc: 94.5329, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1130, s2.loss_cls: 0.0375, s2.acc: 94.5553, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.0906 2022-06-15 19:01:23,288 - mmdet - INFO - Epoch [16][2550/7330] lr: 1.000e-04, eta: 22:00:35, time: 0.484, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1742, s0.acc: 94.1160, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2305, s1.loss_cls: 0.0822, s1.acc: 94.3079, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1153, s2.loss_cls: 0.0403, s2.acc: 94.1782, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0542, loss: 1.1413 2022-06-15 19:01:47,344 - mmdet - INFO - Epoch [16][2600/7330] lr: 1.000e-04, eta: 21:59:59, time: 0.484, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1736, s0.acc: 94.0293, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2333, s1.loss_cls: 0.0819, s1.acc: 94.1280, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1180, s2.loss_cls: 0.0405, s2.acc: 93.9839, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0558, loss: 1.1496 2022-06-15 19:02:11,087 - mmdet - INFO - Epoch [16][2650/7330] lr: 1.000e-04, eta: 21:59:21, time: 0.475, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1691, s0.acc: 94.2483, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2290, s1.loss_cls: 0.0796, s1.acc: 94.3965, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1144, s2.loss_cls: 0.0388, s2.acc: 94.3520, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0540, loss: 1.1284 2022-06-15 19:02:34,941 - mmdet - INFO - Epoch [16][2700/7330] lr: 1.000e-04, eta: 21:58:44, time: 0.477, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1664, s0.acc: 94.3120, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2231, s1.loss_cls: 0.0797, s1.acc: 94.4578, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1114, s2.loss_cls: 0.0392, s2.acc: 94.3830, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0527, loss: 1.0926 2022-06-15 19:02:59,222 - mmdet - INFO - Epoch [16][2750/7330] lr: 1.000e-04, eta: 21:58:09, time: 0.486, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1809, s0.acc: 93.9036, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2410, s1.loss_cls: 0.0855, s1.acc: 94.0389, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1187, s2.loss_cls: 0.0419, s2.acc: 94.0078, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0555, loss: 1.1804 2022-06-15 19:03:23,127 - mmdet - INFO - Epoch [16][2800/7330] lr: 1.000e-04, eta: 21:57:33, time: 0.478, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1749, s0.acc: 93.9883, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2374, s1.loss_cls: 0.0824, s1.acc: 94.1659, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1182, s2.loss_cls: 0.0407, s2.acc: 94.0923, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0555, loss: 1.1649 2022-06-15 19:03:47,112 - mmdet - INFO - Epoch [16][2850/7330] lr: 1.000e-04, eta: 21:56:56, time: 0.479, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1838, s0.acc: 93.8130, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2354, s1.loss_cls: 0.0871, s1.acc: 93.9133, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1163, s2.loss_cls: 0.0421, s2.acc: 94.0154, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1774 2022-06-15 19:04:11,140 - mmdet - INFO - Epoch [16][2900/7330] lr: 1.000e-04, eta: 21:56:20, time: 0.481, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1715, s0.acc: 94.1162, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2318, s1.loss_cls: 0.0824, s1.acc: 94.1951, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1137, s2.loss_cls: 0.0405, s2.acc: 94.0966, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0537, loss: 1.1355 2022-06-15 19:04:34,869 - mmdet - INFO - Epoch [16][2950/7330] lr: 1.000e-04, eta: 21:55:43, time: 0.474, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1714, s0.acc: 94.0234, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2372, s1.loss_cls: 0.0816, s1.acc: 94.2029, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1169, s2.loss_cls: 0.0398, s2.acc: 94.1878, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0552, loss: 1.1447 2022-06-15 19:04:58,630 - mmdet - INFO - Epoch [16][3000/7330] lr: 1.000e-04, eta: 21:55:05, time: 0.475, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1716, s0.acc: 94.2014, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2300, s1.loss_cls: 0.0807, s1.acc: 94.4462, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1159, s2.loss_cls: 0.0399, s2.acc: 94.3235, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0552, loss: 1.1375 2022-06-15 19:05:21,996 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 19:05:21,998 - mmdet - INFO - Epoch [16][3050/7330] lr: 1.000e-04, eta: 21:54:26, time: 0.467, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1728, s0.acc: 93.9973, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2343, s1.loss_cls: 0.0805, s1.acc: 94.2972, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1170, s2.loss_cls: 0.0396, s2.acc: 94.1556, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1468 2022-06-15 19:05:44,925 - mmdet - INFO - Epoch [16][3100/7330] lr: 1.000e-04, eta: 21:53:45, time: 0.459, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1616, s0.acc: 94.4932, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2279, s1.loss_cls: 0.0757, s1.acc: 94.6455, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1131, s2.loss_cls: 0.0375, s2.acc: 94.5511, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0535, loss: 1.0868 2022-06-15 19:06:08,106 - mmdet - INFO - Epoch [16][3150/7330] lr: 1.000e-04, eta: 21:53:05, time: 0.464, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1726, s0.acc: 93.9424, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2305, s1.loss_cls: 0.0809, s1.acc: 94.1222, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1158, s2.loss_cls: 0.0393, s2.acc: 94.1230, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0546, loss: 1.1324 2022-06-15 19:06:31,152 - mmdet - INFO - Epoch [16][3200/7330] lr: 1.000e-04, eta: 21:52:25, time: 0.461, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1696, s0.acc: 94.1599, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2307, s1.loss_cls: 0.0800, s1.acc: 94.2821, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1154, s2.loss_cls: 0.0393, s2.acc: 94.2991, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0541, loss: 1.1317 2022-06-15 19:06:54,741 - mmdet - INFO - Epoch [16][3250/7330] lr: 1.000e-04, eta: 21:51:47, time: 0.472, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1828, s0.acc: 93.7241, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2364, s1.loss_cls: 0.0859, s1.acc: 93.8687, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1175, s2.loss_cls: 0.0420, s2.acc: 93.8396, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0551, loss: 1.1818 2022-06-15 19:07:18,425 - mmdet - INFO - Epoch [16][3300/7330] lr: 1.000e-04, eta: 21:51:10, time: 0.474, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1714, s0.acc: 94.1294, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2366, s1.loss_cls: 0.0812, s1.acc: 94.2765, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1179, s2.loss_cls: 0.0400, s2.acc: 94.1555, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0552, loss: 1.1365 2022-06-15 19:07:42,777 - mmdet - INFO - Epoch [16][3350/7330] lr: 1.000e-04, eta: 21:50:36, time: 0.487, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1799, s0.acc: 93.8254, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2300, s1.loss_cls: 0.0852, s1.acc: 94.0043, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1143, s2.loss_cls: 0.0412, s2.acc: 94.0021, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0541, loss: 1.1505 2022-06-15 19:08:06,198 - mmdet - INFO - Epoch [16][3400/7330] lr: 1.000e-04, eta: 21:49:57, time: 0.468, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1759, s0.acc: 94.0259, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2321, s1.loss_cls: 0.0827, s1.acc: 94.2357, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1169, s2.loss_cls: 0.0410, s2.acc: 94.1449, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0551, loss: 1.1618 2022-06-15 19:08:29,593 - mmdet - INFO - Epoch [16][3450/7330] lr: 1.000e-04, eta: 21:49:19, time: 0.468, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1728, s0.acc: 94.1792, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2309, s1.loss_cls: 0.0817, s1.acc: 94.3885, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1159, s2.loss_cls: 0.0402, s2.acc: 94.2018, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0547, loss: 1.1234 2022-06-15 19:08:52,991 - mmdet - INFO - Epoch [16][3500/7330] lr: 1.000e-04, eta: 21:48:40, time: 0.468, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1795, s0.acc: 93.9502, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2362, s1.loss_cls: 0.0847, s1.acc: 94.1478, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1193, s2.loss_cls: 0.0417, s2.acc: 94.0628, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0564, loss: 1.1570 2022-06-15 19:09:15,990 - mmdet - INFO - Epoch [16][3550/7330] lr: 1.000e-04, eta: 21:48:00, time: 0.460, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1796, s0.acc: 93.9639, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2319, s1.loss_cls: 0.0847, s1.acc: 94.0615, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1148, s2.loss_cls: 0.0409, s2.acc: 94.0902, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.1414 2022-06-15 19:09:39,094 - mmdet - INFO - Epoch [16][3600/7330] lr: 1.000e-04, eta: 21:47:20, time: 0.462, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1608, s0.acc: 94.4919, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2289, s1.loss_cls: 0.0745, s1.acc: 94.8041, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1134, s2.loss_cls: 0.0365, s2.acc: 94.7205, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0533, loss: 1.0881 2022-06-15 19:10:02,350 - mmdet - INFO - Epoch [16][3650/7330] lr: 1.000e-04, eta: 21:46:41, time: 0.465, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1633, s0.acc: 94.4871, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2265, s1.loss_cls: 0.0769, s1.acc: 94.6301, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1138, s2.loss_cls: 0.0372, s2.acc: 94.6165, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0536, loss: 1.0869 2022-06-15 19:10:25,810 - mmdet - INFO - Epoch [16][3700/7330] lr: 1.000e-04, eta: 21:46:03, time: 0.469, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1713, s0.acc: 94.0234, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2340, s1.loss_cls: 0.0814, s1.acc: 94.2243, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1161, s2.loss_cls: 0.0398, s2.acc: 94.2234, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0545, loss: 1.1450 2022-06-15 19:10:49,044 - mmdet - INFO - Epoch [16][3750/7330] lr: 1.000e-04, eta: 21:45:24, time: 0.464, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1750, s0.acc: 94.0547, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2329, s1.loss_cls: 0.0834, s1.acc: 94.1795, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1158, s2.loss_cls: 0.0407, s2.acc: 94.1197, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0545, loss: 1.1442 2022-06-15 19:11:12,328 - mmdet - INFO - Epoch [16][3800/7330] lr: 1.000e-04, eta: 21:44:45, time: 0.466, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1706, s0.acc: 94.1016, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2314, s1.loss_cls: 0.0808, s1.acc: 94.2774, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1160, s2.loss_cls: 0.0397, s2.acc: 94.1613, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0550, loss: 1.1315 2022-06-15 19:11:36,428 - mmdet - INFO - Epoch [16][3850/7330] lr: 1.000e-04, eta: 21:44:10, time: 0.482, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1788, s0.acc: 93.9478, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2336, s1.loss_cls: 0.0852, s1.acc: 94.0770, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1158, s2.loss_cls: 0.0410, s2.acc: 94.1319, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0541, loss: 1.1641 2022-06-15 19:12:00,195 - mmdet - INFO - Epoch [16][3900/7330] lr: 1.000e-04, eta: 21:43:34, time: 0.475, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1697, s0.acc: 94.2585, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2273, s1.loss_cls: 0.0796, s1.acc: 94.4600, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1134, s2.loss_cls: 0.0391, s2.acc: 94.4095, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0535, loss: 1.1206 2022-06-15 19:12:23,969 - mmdet - INFO - Epoch [16][3950/7330] lr: 1.000e-04, eta: 21:42:57, time: 0.476, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1762, s0.acc: 93.9077, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2305, s1.loss_cls: 0.0836, s1.acc: 94.0811, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1161, s2.loss_cls: 0.0410, s2.acc: 94.0644, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0547, loss: 1.1562 2022-06-15 19:12:47,717 - mmdet - INFO - Epoch [16][4000/7330] lr: 1.000e-04, eta: 21:42:21, time: 0.474, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1735, s0.acc: 94.0808, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2321, s1.loss_cls: 0.0816, s1.acc: 94.3393, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1156, s2.loss_cls: 0.0399, s2.acc: 94.2600, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0545, loss: 1.1381 2022-06-15 19:13:11,865 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 19:13:11,866 - mmdet - INFO - Epoch [16][4050/7330] lr: 1.000e-04, eta: 21:41:46, time: 0.483, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1773, s0.acc: 93.9011, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2324, s1.loss_cls: 0.0847, s1.acc: 94.0085, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1161, s2.loss_cls: 0.0414, s2.acc: 93.9976, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0549, loss: 1.1588 2022-06-15 19:13:35,990 - mmdet - INFO - Epoch [16][4100/7330] lr: 1.000e-04, eta: 21:41:12, time: 0.483, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1722, s0.acc: 94.0264, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2304, s1.loss_cls: 0.0814, s1.acc: 94.2499, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1160, s2.loss_cls: 0.0396, s2.acc: 94.3328, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0548, loss: 1.1337 2022-06-15 19:14:00,269 - mmdet - INFO - Epoch [16][4150/7330] lr: 1.000e-04, eta: 21:40:38, time: 0.486, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1669, s0.acc: 94.3579, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2291, s1.loss_cls: 0.0797, s1.acc: 94.4929, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1148, s2.loss_cls: 0.0384, s2.acc: 94.5069, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1241 2022-06-15 19:14:23,570 - mmdet - INFO - Epoch [16][4200/7330] lr: 1.000e-04, eta: 21:39:59, time: 0.466, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1692, s0.acc: 94.2061, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2277, s1.loss_cls: 0.0804, s1.acc: 94.3814, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1140, s2.loss_cls: 0.0398, s2.acc: 94.2190, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0537, loss: 1.1183 2022-06-15 19:14:46,761 - mmdet - INFO - Epoch [16][4250/7330] lr: 1.000e-04, eta: 21:39:20, time: 0.464, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1704, s0.acc: 94.1982, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2328, s1.loss_cls: 0.0794, s1.acc: 94.4047, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1161, s2.loss_cls: 0.0398, s2.acc: 94.1484, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0545, loss: 1.1451 2022-06-15 19:15:10,102 - mmdet - INFO - Epoch [16][4300/7330] lr: 1.000e-04, eta: 21:38:42, time: 0.467, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1819, s0.acc: 93.9131, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2307, s1.loss_cls: 0.0881, s1.acc: 93.9452, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1152, s2.loss_cls: 0.0430, s2.acc: 93.8526, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0543, loss: 1.1514 2022-06-15 19:15:33,921 - mmdet - INFO - Epoch [16][4350/7330] lr: 1.000e-04, eta: 21:38:06, time: 0.476, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1743, s0.acc: 94.0144, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2334, s1.loss_cls: 0.0826, s1.acc: 94.1633, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1153, s2.loss_cls: 0.0407, s2.acc: 94.0948, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1460 2022-06-15 19:15:57,842 - mmdet - INFO - Epoch [16][4400/7330] lr: 1.000e-04, eta: 21:37:31, time: 0.478, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1725, s0.acc: 94.1243, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2303, s1.loss_cls: 0.0817, s1.acc: 94.2924, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1141, s2.loss_cls: 0.0405, s2.acc: 94.2256, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.1232 2022-06-15 19:16:21,959 - mmdet - INFO - Epoch [16][4450/7330] lr: 1.000e-04, eta: 21:36:57, time: 0.483, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1755, s0.acc: 93.9507, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2287, s1.loss_cls: 0.0828, s1.acc: 94.1455, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1144, s2.loss_cls: 0.0406, s2.acc: 94.1252, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1507 2022-06-15 19:16:46,021 - mmdet - INFO - Epoch [16][4500/7330] lr: 1.000e-04, eta: 21:36:22, time: 0.481, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1726, s0.acc: 94.2446, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2330, s1.loss_cls: 0.0806, s1.acc: 94.4277, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1157, s2.loss_cls: 0.0393, s2.acc: 94.4026, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1253 2022-06-15 19:17:09,437 - mmdet - INFO - Epoch [16][4550/7330] lr: 1.000e-04, eta: 21:35:44, time: 0.468, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1635, s0.acc: 94.4551, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2233, s1.loss_cls: 0.0770, s1.acc: 94.6193, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1131, s2.loss_cls: 0.0381, s2.acc: 94.4327, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0527, loss: 1.0909 2022-06-15 19:17:33,105 - mmdet - INFO - Epoch [16][4600/7330] lr: 1.000e-04, eta: 21:35:08, time: 0.473, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1751, s0.acc: 93.8845, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2370, s1.loss_cls: 0.0837, s1.acc: 93.9778, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1179, s2.loss_cls: 0.0413, s2.acc: 93.9390, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0558, loss: 1.1651 2022-06-15 19:17:56,756 - mmdet - INFO - Epoch [16][4650/7330] lr: 1.000e-04, eta: 21:34:31, time: 0.474, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1787, s0.acc: 93.8843, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2324, s1.loss_cls: 0.0836, s1.acc: 94.1662, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1153, s2.loss_cls: 0.0404, s2.acc: 94.2818, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0543, loss: 1.1558 2022-06-15 19:18:19,336 - mmdet - INFO - Epoch [16][4700/7330] lr: 1.000e-04, eta: 21:33:50, time: 0.451, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1697, s0.acc: 94.2009, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2387, s1.loss_cls: 0.0802, s1.acc: 94.3963, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1171, s2.loss_cls: 0.0387, s2.acc: 94.4619, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0554, loss: 1.1398 2022-06-15 19:18:42,642 - mmdet - INFO - Epoch [16][4750/7330] lr: 1.000e-04, eta: 21:33:12, time: 0.466, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1690, s0.acc: 94.4719, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2266, s1.loss_cls: 0.0804, s1.acc: 94.6767, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1137, s2.loss_cls: 0.0386, s2.acc: 94.6403, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0532, loss: 1.1038 2022-06-15 19:19:06,308 - mmdet - INFO - Epoch [16][4800/7330] lr: 1.000e-04, eta: 21:32:36, time: 0.473, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1797, s0.acc: 93.8521, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2347, s1.loss_cls: 0.0859, s1.acc: 94.0613, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1164, s2.loss_cls: 0.0414, s2.acc: 94.0274, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0544, loss: 1.1778 2022-06-15 19:19:29,921 - mmdet - INFO - Epoch [16][4850/7330] lr: 1.000e-04, eta: 21:32:00, time: 0.472, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1766, s0.acc: 94.0315, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2305, s1.loss_cls: 0.0846, s1.acc: 94.1927, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1156, s2.loss_cls: 0.0411, s2.acc: 94.1824, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0544, loss: 1.1502 2022-06-15 19:19:52,938 - mmdet - INFO - Epoch [16][4900/7330] lr: 1.000e-04, eta: 21:31:21, time: 0.460, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1726, s0.acc: 94.0623, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2370, s1.loss_cls: 0.0822, s1.acc: 94.2648, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1185, s2.loss_cls: 0.0400, s2.acc: 94.2024, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0552, loss: 1.1541 2022-06-15 19:20:16,619 - mmdet - INFO - Epoch [16][4950/7330] lr: 1.000e-04, eta: 21:30:45, time: 0.474, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1655, s0.acc: 94.2561, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2290, s1.loss_cls: 0.0780, s1.acc: 94.4911, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1151, s2.loss_cls: 0.0381, s2.acc: 94.5098, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.1130 2022-06-15 19:20:39,771 - mmdet - INFO - Epoch [16][5000/7330] lr: 1.000e-04, eta: 21:30:06, time: 0.463, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1751, s0.acc: 94.0515, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2323, s1.loss_cls: 0.0838, s1.acc: 94.1891, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1161, s2.loss_cls: 0.0411, s2.acc: 94.1081, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0550, loss: 1.1413 2022-06-15 19:21:03,344 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 19:21:03,375 - mmdet - INFO - Epoch [16][5050/7330] lr: 1.000e-04, eta: 21:29:30, time: 0.472, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1741, s0.acc: 94.1079, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2342, s1.loss_cls: 0.0824, s1.acc: 94.3509, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1166, s2.loss_cls: 0.0399, s2.acc: 94.2310, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0551, loss: 1.1498 2022-06-15 19:21:26,338 - mmdet - INFO - Epoch [16][5100/7330] lr: 1.000e-04, eta: 21:28:51, time: 0.460, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1683, s0.acc: 94.1860, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2251, s1.loss_cls: 0.0815, s1.acc: 94.2328, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1126, s2.loss_cls: 0.0403, s2.acc: 94.1940, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0538, loss: 1.1118 2022-06-15 19:21:49,889 - mmdet - INFO - Epoch [16][5150/7330] lr: 1.000e-04, eta: 21:28:15, time: 0.471, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1841, s0.acc: 93.6189, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2361, s1.loss_cls: 0.0878, s1.acc: 93.7485, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1168, s2.loss_cls: 0.0430, s2.acc: 93.7462, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0547, loss: 1.1831 2022-06-15 19:22:13,444 - mmdet - INFO - Epoch [16][5200/7330] lr: 1.000e-04, eta: 21:27:38, time: 0.471, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1804, s0.acc: 93.8206, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2336, s1.loss_cls: 0.0867, s1.acc: 93.8950, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1166, s2.loss_cls: 0.0422, s2.acc: 93.8702, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0549, loss: 1.1709 2022-06-15 19:22:36,705 - mmdet - INFO - Epoch [16][5250/7330] lr: 1.000e-04, eta: 21:27:01, time: 0.465, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1793, s0.acc: 93.7854, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2350, s1.loss_cls: 0.0858, s1.acc: 93.9153, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1163, s2.loss_cls: 0.0422, s2.acc: 93.8911, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0543, loss: 1.1716 2022-06-15 19:22:59,927 - mmdet - INFO - Epoch [16][5300/7330] lr: 1.000e-04, eta: 21:26:23, time: 0.464, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1703, s0.acc: 94.1370, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2346, s1.loss_cls: 0.0810, s1.acc: 94.3180, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1165, s2.loss_cls: 0.0399, s2.acc: 94.2129, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0552, loss: 1.1425 2022-06-15 19:23:23,567 - mmdet - INFO - Epoch [16][5350/7330] lr: 1.000e-04, eta: 21:25:47, time: 0.473, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1763, s0.acc: 93.9731, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2356, s1.loss_cls: 0.0835, s1.acc: 94.1573, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1160, s2.loss_cls: 0.0414, s2.acc: 93.9031, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0547, loss: 1.1604 2022-06-15 19:23:47,146 - mmdet - INFO - Epoch [16][5400/7330] lr: 1.000e-04, eta: 21:25:11, time: 0.472, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1714, s0.acc: 94.1304, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2295, s1.loss_cls: 0.0812, s1.acc: 94.3072, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1135, s2.loss_cls: 0.0401, s2.acc: 94.1192, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1329 2022-06-15 19:24:10,413 - mmdet - INFO - Epoch [16][5450/7330] lr: 1.000e-04, eta: 21:24:33, time: 0.465, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1833, s0.acc: 93.8008, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2408, s1.loss_cls: 0.0855, s1.acc: 94.0316, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1187, s2.loss_cls: 0.0417, s2.acc: 94.0282, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0559, loss: 1.1835 2022-06-15 19:24:33,554 - mmdet - INFO - Epoch [16][5500/7330] lr: 1.000e-04, eta: 21:23:55, time: 0.463, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1646, s0.acc: 94.4058, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2245, s1.loss_cls: 0.0776, s1.acc: 94.6340, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1133, s2.loss_cls: 0.0382, s2.acc: 94.4619, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.0851 2022-06-15 19:24:57,382 - mmdet - INFO - Epoch [16][5550/7330] lr: 1.000e-04, eta: 21:23:20, time: 0.477, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1850, s0.acc: 93.7319, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2391, s1.loss_cls: 0.0873, s1.acc: 93.8122, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1191, s2.loss_cls: 0.0424, s2.acc: 93.8741, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0561, loss: 1.1836 2022-06-15 19:25:20,714 - mmdet - INFO - Epoch [16][5600/7330] lr: 1.000e-04, eta: 21:22:43, time: 0.467, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1683, s0.acc: 94.2539, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2251, s1.loss_cls: 0.0801, s1.acc: 94.3805, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1118, s2.loss_cls: 0.0394, s2.acc: 94.3887, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0529, loss: 1.1085 2022-06-15 19:25:44,143 - mmdet - INFO - Epoch [16][5650/7330] lr: 1.000e-04, eta: 21:22:07, time: 0.469, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1786, s0.acc: 93.9121, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2345, s1.loss_cls: 0.0852, s1.acc: 94.1165, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1167, s2.loss_cls: 0.0415, s2.acc: 94.0304, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0546, loss: 1.1622 2022-06-15 19:26:07,152 - mmdet - INFO - Epoch [16][5700/7330] lr: 1.000e-04, eta: 21:21:28, time: 0.460, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1680, s0.acc: 94.2974, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2313, s1.loss_cls: 0.0794, s1.acc: 94.4421, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1147, s2.loss_cls: 0.0387, s2.acc: 94.4110, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.1090 2022-06-15 19:26:30,294 - mmdet - INFO - Epoch [16][5750/7330] lr: 1.000e-04, eta: 21:20:51, time: 0.463, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1783, s0.acc: 93.8145, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2299, s1.loss_cls: 0.0841, s1.acc: 94.0163, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1139, s2.loss_cls: 0.0415, s2.acc: 93.9851, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0532, loss: 1.1517 2022-06-15 19:26:53,528 - mmdet - INFO - Epoch [16][5800/7330] lr: 1.000e-04, eta: 21:20:13, time: 0.465, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1856, s0.acc: 93.6670, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2389, s1.loss_cls: 0.0889, s1.acc: 93.8110, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1188, s2.loss_cls: 0.0434, s2.acc: 93.7817, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0555, loss: 1.1897 2022-06-15 19:27:16,882 - mmdet - INFO - Epoch [16][5850/7330] lr: 1.000e-04, eta: 21:19:37, time: 0.467, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1734, s0.acc: 94.0251, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2306, s1.loss_cls: 0.0815, s1.acc: 94.1795, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1143, s2.loss_cls: 0.0396, s2.acc: 94.1801, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1401 2022-06-15 19:27:40,284 - mmdet - INFO - Epoch [16][5900/7330] lr: 1.000e-04, eta: 21:19:00, time: 0.468, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1770, s0.acc: 93.9373, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2283, s1.loss_cls: 0.0837, s1.acc: 94.0966, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1152, s2.loss_cls: 0.0415, s2.acc: 93.8732, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0545, loss: 1.1606 2022-06-15 19:28:03,292 - mmdet - INFO - Epoch [16][5950/7330] lr: 1.000e-04, eta: 21:18:22, time: 0.460, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1755, s0.acc: 94.1233, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2267, s1.loss_cls: 0.0831, s1.acc: 94.3250, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1133, s2.loss_cls: 0.0409, s2.acc: 94.2724, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0536, loss: 1.1270 2022-06-15 19:28:26,446 - mmdet - INFO - Epoch [16][6000/7330] lr: 1.000e-04, eta: 21:17:44, time: 0.463, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1816, s0.acc: 93.8550, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2339, s1.loss_cls: 0.0855, s1.acc: 94.0804, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1158, s2.loss_cls: 0.0414, s2.acc: 94.1383, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0545, loss: 1.1622 2022-06-15 19:28:49,467 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 19:28:49,469 - mmdet - INFO - Epoch [16][6050/7330] lr: 1.000e-04, eta: 21:17:06, time: 0.461, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1825, s0.acc: 93.7898, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2385, s1.loss_cls: 0.0870, s1.acc: 93.8305, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1181, s2.loss_cls: 0.0426, s2.acc: 93.8576, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0558, loss: 1.1788 2022-06-15 19:29:12,746 - mmdet - INFO - Epoch [16][6100/7330] lr: 1.000e-04, eta: 21:16:29, time: 0.466, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1858, s0.acc: 93.6155, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2394, s1.loss_cls: 0.0882, s1.acc: 93.7946, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1192, s2.loss_cls: 0.0425, s2.acc: 93.8403, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0559, loss: 1.2005 2022-06-15 19:29:35,562 - mmdet - INFO - Epoch [16][6150/7330] lr: 1.000e-04, eta: 21:15:51, time: 0.456, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1672, s0.acc: 94.2983, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2324, s1.loss_cls: 0.0800, s1.acc: 94.3931, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1152, s2.loss_cls: 0.0391, s2.acc: 94.3154, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0542, loss: 1.1144 2022-06-15 19:29:58,440 - mmdet - INFO - Epoch [16][6200/7330] lr: 1.000e-04, eta: 21:15:12, time: 0.457, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1633, s0.acc: 94.4775, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2237, s1.loss_cls: 0.0769, s1.acc: 94.6196, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1124, s2.loss_cls: 0.0372, s2.acc: 94.6635, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0530, loss: 1.0906 2022-06-15 19:30:21,043 - mmdet - INFO - Epoch [16][6250/7330] lr: 1.000e-04, eta: 21:14:32, time: 0.451, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1631, s0.acc: 94.3965, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2291, s1.loss_cls: 0.0778, s1.acc: 94.5455, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1140, s2.loss_cls: 0.0383, s2.acc: 94.4738, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0536, loss: 1.0875 2022-06-15 19:30:43,842 - mmdet - INFO - Epoch [16][6300/7330] lr: 1.000e-04, eta: 21:13:54, time: 0.458, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1648, s0.acc: 94.2544, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2319, s1.loss_cls: 0.0773, s1.acc: 94.4983, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1152, s2.loss_cls: 0.0376, s2.acc: 94.4458, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0540, loss: 1.1140 2022-06-15 19:31:06,919 - mmdet - INFO - Epoch [16][6350/7330] lr: 1.000e-04, eta: 21:13:16, time: 0.462, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1696, s0.acc: 94.0759, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2323, s1.loss_cls: 0.0806, s1.acc: 94.2045, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1157, s2.loss_cls: 0.0394, s2.acc: 94.1737, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.1299 2022-06-15 19:31:30,307 - mmdet - INFO - Epoch [16][6400/7330] lr: 1.000e-04, eta: 21:12:40, time: 0.467, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1729, s0.acc: 94.0984, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2359, s1.loss_cls: 0.0816, s1.acc: 94.2769, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1181, s2.loss_cls: 0.0399, s2.acc: 94.2336, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0556, loss: 1.1530 2022-06-15 19:31:52,822 - mmdet - INFO - Epoch [16][6450/7330] lr: 1.000e-04, eta: 21:12:00, time: 0.450, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1650, s0.acc: 94.3809, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2287, s1.loss_cls: 0.0775, s1.acc: 94.5375, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1138, s2.loss_cls: 0.0382, s2.acc: 94.5008, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0538, loss: 1.1055 2022-06-15 19:32:15,960 - mmdet - INFO - Epoch [16][6500/7330] lr: 1.000e-04, eta: 21:11:23, time: 0.463, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1616, s0.acc: 94.4690, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2265, s1.loss_cls: 0.0763, s1.acc: 94.6786, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1118, s2.loss_cls: 0.0374, s2.acc: 94.6422, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0525, loss: 1.0873 2022-06-15 19:32:39,452 - mmdet - INFO - Epoch [16][6550/7330] lr: 1.000e-04, eta: 21:10:48, time: 0.470, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1746, s0.acc: 94.1101, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2342, s1.loss_cls: 0.0843, s1.acc: 94.0782, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1161, s2.loss_cls: 0.0408, s2.acc: 94.0831, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0544, loss: 1.1519 2022-06-15 19:33:03,571 - mmdet - INFO - Epoch [16][6600/7330] lr: 1.000e-04, eta: 21:10:15, time: 0.482, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1792, s0.acc: 93.9216, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2320, s1.loss_cls: 0.0855, s1.acc: 94.0793, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1148, s2.loss_cls: 0.0416, s2.acc: 94.0921, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0541, loss: 1.1558 2022-06-15 19:33:27,372 - mmdet - INFO - Epoch [16][6650/7330] lr: 1.000e-04, eta: 21:09:40, time: 0.476, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1642, s0.acc: 94.3855, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2289, s1.loss_cls: 0.0788, s1.acc: 94.4805, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1136, s2.loss_cls: 0.0385, s2.acc: 94.3542, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0530, loss: 1.1038 2022-06-15 19:33:52,074 - mmdet - INFO - Epoch [16][6700/7330] lr: 1.000e-04, eta: 21:09:10, time: 0.494, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1710, s0.acc: 94.2397, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2245, s1.loss_cls: 0.0813, s1.acc: 94.3429, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1121, s2.loss_cls: 0.0401, s2.acc: 94.2420, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0532, loss: 1.1089 2022-06-15 19:34:16,023 - mmdet - INFO - Epoch [16][6750/7330] lr: 1.000e-04, eta: 21:08:36, time: 0.479, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1751, s0.acc: 94.0466, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2305, s1.loss_cls: 0.0827, s1.acc: 94.2984, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1153, s2.loss_cls: 0.0399, s2.acc: 94.2876, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0543, loss: 1.1342 2022-06-15 19:34:40,061 - mmdet - INFO - Epoch [16][6800/7330] lr: 1.000e-04, eta: 21:08:03, time: 0.481, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1749, s0.acc: 94.0974, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2392, s1.loss_cls: 0.0822, s1.acc: 94.1444, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1181, s2.loss_cls: 0.0400, s2.acc: 94.1656, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0556, loss: 1.1503 2022-06-15 19:35:04,345 - mmdet - INFO - Epoch [16][6850/7330] lr: 1.000e-04, eta: 21:07:30, time: 0.485, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1756, s0.acc: 94.0137, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2320, s1.loss_cls: 0.0836, s1.acc: 94.1519, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1158, s2.loss_cls: 0.0406, s2.acc: 94.1282, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0545, loss: 1.1411 2022-06-15 19:35:27,858 - mmdet - INFO - Epoch [16][6900/7330] lr: 1.000e-04, eta: 21:06:55, time: 0.470, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1695, s0.acc: 94.3342, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2335, s1.loss_cls: 0.0807, s1.acc: 94.4419, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1159, s2.loss_cls: 0.0389, s2.acc: 94.4278, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0541, loss: 1.1174 2022-06-15 19:35:51,877 - mmdet - INFO - Epoch [16][6950/7330] lr: 1.000e-04, eta: 21:06:22, time: 0.481, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1815, s0.acc: 93.9187, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2304, s1.loss_cls: 0.0870, s1.acc: 94.0794, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1151, s2.loss_cls: 0.0420, s2.acc: 94.0531, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0540, loss: 1.1502 2022-06-15 19:36:15,341 - mmdet - INFO - Epoch [16][7000/7330] lr: 1.000e-04, eta: 21:05:46, time: 0.469, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1756, s0.acc: 94.0051, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2376, s1.loss_cls: 0.0829, s1.acc: 94.1886, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1197, s2.loss_cls: 0.0406, s2.acc: 94.1407, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0563, loss: 1.1669 2022-06-15 19:36:38,895 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 19:36:38,896 - mmdet - INFO - Epoch [16][7050/7330] lr: 1.000e-04, eta: 21:05:11, time: 0.471, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1719, s0.acc: 93.9558, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2337, s1.loss_cls: 0.0819, s1.acc: 94.0770, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1169, s2.loss_cls: 0.0403, s2.acc: 94.0656, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0548, loss: 1.1464 2022-06-15 19:37:02,135 - mmdet - INFO - Epoch [16][7100/7330] lr: 1.000e-04, eta: 21:04:35, time: 0.464, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1737, s0.acc: 94.0415, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2338, s1.loss_cls: 0.0819, s1.acc: 94.2388, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1153, s2.loss_cls: 0.0405, s2.acc: 94.1261, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1487 2022-06-15 19:37:25,382 - mmdet - INFO - Epoch [16][7150/7330] lr: 1.000e-04, eta: 21:03:59, time: 0.465, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1686, s0.acc: 94.1272, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2313, s1.loss_cls: 0.0801, s1.acc: 94.2838, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1166, s2.loss_cls: 0.0391, s2.acc: 94.3333, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0549, loss: 1.1287 2022-06-15 19:37:48,611 - mmdet - INFO - Epoch [16][7200/7330] lr: 1.000e-04, eta: 21:03:22, time: 0.464, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1734, s0.acc: 94.0754, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2312, s1.loss_cls: 0.0813, s1.acc: 94.3156, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1159, s2.loss_cls: 0.0394, s2.acc: 94.2288, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0547, loss: 1.1426 2022-06-15 19:38:12,450 - mmdet - INFO - Epoch [16][7250/7330] lr: 1.000e-04, eta: 21:02:49, time: 0.477, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1683, s0.acc: 94.3225, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2298, s1.loss_cls: 0.0800, s1.acc: 94.4604, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1139, s2.loss_cls: 0.0392, s2.acc: 94.3523, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.1217 2022-06-15 19:38:35,347 - mmdet - INFO - Epoch [16][7300/7330] lr: 1.000e-04, eta: 21:02:11, time: 0.458, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1721, s0.acc: 94.1711, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2328, s1.loss_cls: 0.0810, s1.acc: 94.3321, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1157, s2.loss_cls: 0.0399, s2.acc: 94.2019, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1389 2022-06-15 19:39:09,103 - mmdet - INFO - Saving checkpoint at 16 epochs 2022-06-15 19:43:09,907 - mmdet - INFO - Evaluating bbox... 2022-06-15 19:43:39,805 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.463 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.649 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.501 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.296 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.500 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.754 2022-06-15 19:43:39,806 - mmdet - INFO - Evaluating segm... 2022-06-15 19:44:14,352 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.402 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.622 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.430 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.211 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.583 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.345 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.570 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.692 2022-06-15 19:44:14,853 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 19:44:14,853 - mmdet - INFO - Epoch(val) [16][625] bbox_mAP: 0.4630, bbox_mAP_50: 0.6490, bbox_mAP_75: 0.5010, bbox_mAP_s: 0.2960, bbox_mAP_m: 0.5000, bbox_mAP_l: 0.6110, bbox_mAP_copypaste: 0.463 0.649 0.501 0.296 0.500 0.611, segm_mAP: 0.4020, segm_mAP_50: 0.6220, segm_mAP_75: 0.4300, segm_mAP_s: 0.2110, segm_mAP_m: 0.4330, segm_mAP_l: 0.5830, segm_mAP_copypaste: 0.402 0.622 0.430 0.211 0.433 0.583 2022-06-15 19:49:52,522 - mmdet - INFO - Epoch [17][50/7330] lr: 1.000e-04, eta: 21:21:12, time: 6.750, data_time: 6.291, memory: 16073, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1714, s0.acc: 94.0981, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2328, s1.loss_cls: 0.0809, s1.acc: 94.3147, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1158, s2.loss_cls: 0.0394, s2.acc: 94.3139, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0548, loss: 1.1348 2022-06-15 19:50:16,250 - mmdet - INFO - Epoch [17][100/7330] lr: 1.000e-04, eta: 21:20:37, time: 0.477, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1724, s0.acc: 94.0767, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2350, s1.loss_cls: 0.0818, s1.acc: 94.2030, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1170, s2.loss_cls: 0.0392, s2.acc: 94.2301, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0544, loss: 1.1413 2022-06-15 19:50:39,465 - mmdet - INFO - Epoch [17][150/7330] lr: 1.000e-04, eta: 21:19:59, time: 0.464, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1651, s0.acc: 94.3787, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2292, s1.loss_cls: 0.0769, s1.acc: 94.6178, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1148, s2.loss_cls: 0.0376, s2.acc: 94.6075, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0540, loss: 1.0935 2022-06-15 19:51:02,809 - mmdet - INFO - Epoch [17][200/7330] lr: 1.000e-04, eta: 21:19:21, time: 0.467, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1807, s0.acc: 93.6899, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2316, s1.loss_cls: 0.0855, s1.acc: 93.7452, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1155, s2.loss_cls: 0.0419, s2.acc: 93.8798, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0545, loss: 1.1739 2022-06-15 19:51:26,707 - mmdet - INFO - Epoch [17][250/7330] lr: 1.000e-04, eta: 21:18:45, time: 0.478, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1686, s0.acc: 94.1025, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2290, s1.loss_cls: 0.0794, s1.acc: 94.2952, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1152, s2.loss_cls: 0.0388, s2.acc: 94.2923, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0543, loss: 1.1346 2022-06-15 19:51:50,025 - mmdet - INFO - Epoch [17][300/7330] lr: 1.000e-04, eta: 21:18:08, time: 0.466, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1755, s0.acc: 93.9900, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2343, s1.loss_cls: 0.0842, s1.acc: 94.0348, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1165, s2.loss_cls: 0.0413, s2.acc: 94.0382, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1553 2022-06-15 19:52:13,465 - mmdet - INFO - Epoch [17][350/7330] lr: 1.000e-04, eta: 21:17:31, time: 0.468, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1677, s0.acc: 94.1409, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2285, s1.loss_cls: 0.0805, s1.acc: 94.2342, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1131, s2.loss_cls: 0.0391, s2.acc: 94.3005, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.1256 2022-06-15 19:52:37,325 - mmdet - INFO - Epoch [17][400/7330] lr: 1.000e-04, eta: 21:16:55, time: 0.478, data_time: 0.023, memory: 16073, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1742, s0.acc: 94.0310, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2312, s1.loss_cls: 0.0815, s1.acc: 94.2525, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1155, s2.loss_cls: 0.0395, s2.acc: 94.1912, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0546, loss: 1.1437 2022-06-15 19:53:01,249 - mmdet - INFO - Epoch [17][450/7330] lr: 1.000e-04, eta: 21:16:20, time: 0.478, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1800, s0.acc: 93.8760, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2295, s1.loss_cls: 0.0844, s1.acc: 94.0565, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1147, s2.loss_cls: 0.0414, s2.acc: 93.9642, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0540, loss: 1.1470 2022-06-15 19:53:24,887 - mmdet - INFO - Epoch [17][500/7330] lr: 1.000e-04, eta: 21:15:44, time: 0.473, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1761, s0.acc: 93.9651, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2291, s1.loss_cls: 0.0829, s1.acc: 94.1469, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1153, s2.loss_cls: 0.0407, s2.acc: 94.0713, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0537, loss: 1.1460 2022-06-15 19:53:48,686 - mmdet - INFO - Epoch [17][550/7330] lr: 1.000e-04, eta: 21:15:08, time: 0.476, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1771, s0.acc: 93.9258, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2338, s1.loss_cls: 0.0844, s1.acc: 94.0308, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1160, s2.loss_cls: 0.0411, s2.acc: 94.0353, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0548, loss: 1.1583 2022-06-15 19:54:12,317 - mmdet - INFO - Epoch [17][600/7330] lr: 1.000e-04, eta: 21:14:32, time: 0.473, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1689, s0.acc: 94.1318, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2302, s1.loss_cls: 0.0797, s1.acc: 94.3523, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1159, s2.loss_cls: 0.0391, s2.acc: 94.2758, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0546, loss: 1.1297 2022-06-15 19:54:36,017 - mmdet - INFO - Epoch [17][650/7330] lr: 1.000e-04, eta: 21:13:56, time: 0.473, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1757, s0.acc: 93.9292, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2254, s1.loss_cls: 0.0828, s1.acc: 94.1575, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1125, s2.loss_cls: 0.0401, s2.acc: 94.1719, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0534, loss: 1.1388 2022-06-15 19:54:59,728 - mmdet - INFO - Epoch [17][700/7330] lr: 1.000e-04, eta: 21:13:20, time: 0.475, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1579, s0.acc: 94.4521, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2237, s1.loss_cls: 0.0743, s1.acc: 94.6352, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1124, s2.loss_cls: 0.0366, s2.acc: 94.5617, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0535, loss: 1.0814 2022-06-15 19:55:23,299 - mmdet - INFO - Epoch [17][750/7330] lr: 1.000e-04, eta: 21:12:44, time: 0.470, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1714, s0.acc: 94.1272, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2352, s1.loss_cls: 0.0813, s1.acc: 94.2587, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1173, s2.loss_cls: 0.0395, s2.acc: 94.3501, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0552, loss: 1.1349 2022-06-15 19:55:47,193 - mmdet - INFO - Epoch [17][800/7330] lr: 1.000e-04, eta: 21:12:09, time: 0.479, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1676, s0.acc: 94.2437, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2273, s1.loss_cls: 0.0803, s1.acc: 94.3983, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1148, s2.loss_cls: 0.0395, s2.acc: 94.3893, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1180 2022-06-15 19:56:11,098 - mmdet - INFO - Epoch [17][850/7330] lr: 1.000e-04, eta: 21:11:34, time: 0.478, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1747, s0.acc: 93.9893, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2304, s1.loss_cls: 0.0825, s1.acc: 94.1317, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1164, s2.loss_cls: 0.0405, s2.acc: 94.1216, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0546, loss: 1.1481 2022-06-15 19:56:34,567 - mmdet - INFO - Epoch [17][900/7330] lr: 1.000e-04, eta: 21:10:57, time: 0.470, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1663, s0.acc: 94.2744, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2318, s1.loss_cls: 0.0784, s1.acc: 94.4017, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1163, s2.loss_cls: 0.0386, s2.acc: 94.3164, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0547, loss: 1.1232 2022-06-15 19:56:58,107 - mmdet - INFO - Epoch [17][950/7330] lr: 1.000e-04, eta: 21:10:21, time: 0.471, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1633, s0.acc: 94.3521, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2296, s1.loss_cls: 0.0763, s1.acc: 94.5893, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1145, s2.loss_cls: 0.0374, s2.acc: 94.5730, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0543, loss: 1.1133 2022-06-15 19:57:22,264 - mmdet - INFO - Epoch [17][1000/7330] lr: 1.000e-04, eta: 21:09:46, time: 0.481, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1743, s0.acc: 93.9841, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2323, s1.loss_cls: 0.0829, s1.acc: 94.1978, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1163, s2.loss_cls: 0.0406, s2.acc: 94.2060, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0548, loss: 1.1457 2022-06-15 19:57:45,912 - mmdet - INFO - Epoch [17][1050/7330] lr: 1.000e-04, eta: 21:09:10, time: 0.472, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1678, s0.acc: 94.0752, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2342, s1.loss_cls: 0.0809, s1.acc: 94.0894, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1161, s2.loss_cls: 0.0397, s2.acc: 94.0058, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0542, loss: 1.1351 2022-06-15 19:58:09,899 - mmdet - INFO - Epoch [17][1100/7330] lr: 1.000e-04, eta: 21:08:36, time: 0.482, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1712, s0.acc: 94.2371, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2297, s1.loss_cls: 0.0807, s1.acc: 94.4052, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1146, s2.loss_cls: 0.0395, s2.acc: 94.3160, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.1206 2022-06-15 19:58:33,389 - mmdet - INFO - Epoch [17][1150/7330] lr: 1.000e-04, eta: 21:08:00, time: 0.470, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1775, s0.acc: 93.9768, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2325, s1.loss_cls: 0.0837, s1.acc: 94.1792, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1166, s2.loss_cls: 0.0408, s2.acc: 94.0965, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0551, loss: 1.1592 2022-06-15 19:58:57,173 - mmdet - INFO - Epoch [17][1200/7330] lr: 1.000e-04, eta: 21:07:24, time: 0.475, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1661, s0.acc: 94.3406, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2288, s1.loss_cls: 0.0786, s1.acc: 94.4421, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1152, s2.loss_cls: 0.0381, s2.acc: 94.3777, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0541, loss: 1.1100 2022-06-15 19:59:20,979 - mmdet - INFO - Epoch [17][1250/7330] lr: 1.000e-04, eta: 21:06:49, time: 0.477, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1682, s0.acc: 94.2463, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2275, s1.loss_cls: 0.0791, s1.acc: 94.3563, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1137, s2.loss_cls: 0.0381, s2.acc: 94.4264, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.1126 2022-06-15 19:59:44,541 - mmdet - INFO - Epoch [17][1300/7330] lr: 1.000e-04, eta: 21:06:13, time: 0.471, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1649, s0.acc: 94.2249, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2369, s1.loss_cls: 0.0777, s1.acc: 94.3638, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1180, s2.loss_cls: 0.0386, s2.acc: 94.2652, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0554, loss: 1.1375 2022-06-15 20:00:08,022 - mmdet - INFO - Epoch [17][1350/7330] lr: 1.000e-04, eta: 21:05:37, time: 0.469, data_time: 0.023, memory: 16073, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1788, s0.acc: 93.9512, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2312, s1.loss_cls: 0.0838, s1.acc: 94.2434, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1161, s2.loss_cls: 0.0405, s2.acc: 94.2984, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0545, loss: 1.1525 2022-06-15 20:00:32,073 - mmdet - INFO - Epoch [17][1400/7330] lr: 1.000e-04, eta: 21:05:03, time: 0.481, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1687, s0.acc: 94.2202, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2356, s1.loss_cls: 0.0790, s1.acc: 94.4077, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1172, s2.loss_cls: 0.0386, s2.acc: 94.4098, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0553, loss: 1.1328 2022-06-15 20:00:55,802 - mmdet - INFO - Epoch [17][1450/7330] lr: 1.000e-04, eta: 21:04:28, time: 0.475, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1647, s0.acc: 94.4207, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2247, s1.loss_cls: 0.0785, s1.acc: 94.5515, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1111, s2.loss_cls: 0.0383, s2.acc: 94.4541, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0523, loss: 1.0962 2022-06-15 20:01:18,881 - mmdet - INFO - Epoch [17][1500/7330] lr: 1.000e-04, eta: 21:03:50, time: 0.461, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1675, s0.acc: 94.1587, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2249, s1.loss_cls: 0.0793, s1.acc: 94.2463, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1136, s2.loss_cls: 0.0391, s2.acc: 94.2438, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0538, loss: 1.1102 2022-06-15 20:01:42,045 - mmdet - INFO - Epoch [17][1550/7330] lr: 1.000e-04, eta: 21:03:12, time: 0.463, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1791, s0.acc: 93.8491, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2373, s1.loss_cls: 0.0850, s1.acc: 94.0057, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1186, s2.loss_cls: 0.0416, s2.acc: 93.8538, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0557, loss: 1.1790 2022-06-15 20:02:05,124 - mmdet - INFO - Epoch [17][1600/7330] lr: 1.000e-04, eta: 21:02:35, time: 0.462, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1662, s0.acc: 94.2329, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2395, s1.loss_cls: 0.0787, s1.acc: 94.3787, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1194, s2.loss_cls: 0.0381, s2.acc: 94.4048, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0563, loss: 1.1317 2022-06-15 20:02:28,568 - mmdet - INFO - Epoch [17][1650/7330] lr: 1.000e-04, eta: 21:01:59, time: 0.469, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1642, s0.acc: 94.2173, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2282, s1.loss_cls: 0.0775, s1.acc: 94.3689, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1145, s2.loss_cls: 0.0388, s2.acc: 94.2434, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1097 2022-06-15 20:02:52,190 - mmdet - INFO - Epoch [17][1700/7330] lr: 1.000e-04, eta: 21:01:23, time: 0.472, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1757, s0.acc: 93.9482, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2386, s1.loss_cls: 0.0833, s1.acc: 94.1342, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1193, s2.loss_cls: 0.0408, s2.acc: 94.0698, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0558, loss: 1.1678 2022-06-15 20:03:15,450 - mmdet - INFO - Epoch [17][1750/7330] lr: 1.000e-04, eta: 21:00:46, time: 0.465, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1637, s0.acc: 94.2832, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2239, s1.loss_cls: 0.0775, s1.acc: 94.4166, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1123, s2.loss_cls: 0.0382, s2.acc: 94.3244, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.0954 2022-06-15 20:03:38,695 - mmdet - INFO - Epoch [17][1800/7330] lr: 1.000e-04, eta: 21:00:09, time: 0.465, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1674, s0.acc: 94.2478, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2274, s1.loss_cls: 0.0772, s1.acc: 94.5426, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1134, s2.loss_cls: 0.0381, s2.acc: 94.4693, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0537, loss: 1.1231 2022-06-15 20:04:02,236 - mmdet - INFO - Epoch [17][1850/7330] lr: 1.000e-04, eta: 20:59:33, time: 0.471, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1554, s0.acc: 94.6211, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2268, s1.loss_cls: 0.0733, s1.acc: 94.8219, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1138, s2.loss_cls: 0.0355, s2.acc: 94.8360, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0533, loss: 1.0688 2022-06-15 20:04:25,780 - mmdet - INFO - Epoch [17][1900/7330] lr: 1.000e-04, eta: 20:58:58, time: 0.471, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1602, s0.acc: 94.4434, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2267, s1.loss_cls: 0.0752, s1.acc: 94.6115, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1146, s2.loss_cls: 0.0368, s2.acc: 94.5875, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.0939 2022-06-15 20:04:49,578 - mmdet - INFO - Epoch [17][1950/7330] lr: 1.000e-04, eta: 20:58:23, time: 0.476, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1624, s0.acc: 94.2234, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2318, s1.loss_cls: 0.0775, s1.acc: 94.3611, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1157, s2.loss_cls: 0.0379, s2.acc: 94.3128, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1128 2022-06-15 20:05:13,430 - mmdet - INFO - Epoch [17][2000/7330] lr: 1.000e-04, eta: 20:57:48, time: 0.477, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1682, s0.acc: 94.1792, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2283, s1.loss_cls: 0.0794, s1.acc: 94.3304, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1147, s2.loss_cls: 0.0387, s2.acc: 94.2680, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1260 2022-06-15 20:05:37,058 - mmdet - INFO - Epoch [17][2050/7330] lr: 1.000e-04, eta: 20:57:13, time: 0.473, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1680, s0.acc: 94.2974, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2297, s1.loss_cls: 0.0794, s1.acc: 94.4489, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1155, s2.loss_cls: 0.0388, s2.acc: 94.3926, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0547, loss: 1.1164 2022-06-15 20:06:00,573 - mmdet - INFO - Epoch [17][2100/7330] lr: 1.000e-04, eta: 20:56:37, time: 0.470, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1719, s0.acc: 94.1411, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2364, s1.loss_cls: 0.0817, s1.acc: 94.3232, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1188, s2.loss_cls: 0.0400, s2.acc: 94.2115, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0557, loss: 1.1466 2022-06-15 20:06:23,953 - mmdet - INFO - Epoch [17][2150/7330] lr: 1.000e-04, eta: 20:56:01, time: 0.468, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1721, s0.acc: 94.1274, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2279, s1.loss_cls: 0.0807, s1.acc: 94.3437, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1139, s2.loss_cls: 0.0398, s2.acc: 94.2790, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1359 2022-06-15 20:06:47,331 - mmdet - INFO - Epoch [17][2200/7330] lr: 1.000e-04, eta: 20:55:25, time: 0.468, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1649, s0.acc: 94.2556, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2292, s1.loss_cls: 0.0781, s1.acc: 94.3784, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1151, s2.loss_cls: 0.0385, s2.acc: 94.3507, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0536, loss: 1.1132 2022-06-15 20:07:10,214 - mmdet - INFO - Epoch [17][2250/7330] lr: 1.000e-04, eta: 20:54:47, time: 0.458, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1761, s0.acc: 93.8606, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2344, s1.loss_cls: 0.0828, s1.acc: 94.0021, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1161, s2.loss_cls: 0.0406, s2.acc: 93.9651, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0544, loss: 1.1628 2022-06-15 20:07:33,037 - mmdet - INFO - Epoch [17][2300/7330] lr: 1.000e-04, eta: 20:54:09, time: 0.456, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1671, s0.acc: 94.2390, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2310, s1.loss_cls: 0.0787, s1.acc: 94.3693, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1157, s2.loss_cls: 0.0387, s2.acc: 94.2611, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0547, loss: 1.1226 2022-06-15 20:07:56,433 - mmdet - INFO - Epoch [17][2350/7330] lr: 1.000e-04, eta: 20:53:33, time: 0.468, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1756, s0.acc: 94.0500, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2288, s1.loss_cls: 0.0837, s1.acc: 94.1270, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1138, s2.loss_cls: 0.0408, s2.acc: 94.1448, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0540, loss: 1.1396 2022-06-15 20:08:19,839 - mmdet - INFO - Epoch [17][2400/7330] lr: 1.000e-04, eta: 20:52:57, time: 0.468, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1736, s0.acc: 93.9751, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2325, s1.loss_cls: 0.0820, s1.acc: 94.1342, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1162, s2.loss_cls: 0.0404, s2.acc: 94.1089, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0547, loss: 1.1563 2022-06-15 20:08:42,879 - mmdet - INFO - Epoch [17][2450/7330] lr: 1.000e-04, eta: 20:52:20, time: 0.461, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1741, s0.acc: 94.1331, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2273, s1.loss_cls: 0.0832, s1.acc: 94.2076, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1145, s2.loss_cls: 0.0406, s2.acc: 94.1857, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1361 2022-06-15 20:09:06,459 - mmdet - INFO - Epoch [17][2500/7330] lr: 1.000e-04, eta: 20:51:45, time: 0.472, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1813, s0.acc: 93.8999, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2389, s1.loss_cls: 0.0859, s1.acc: 94.0169, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1190, s2.loss_cls: 0.0418, s2.acc: 93.9406, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0560, loss: 1.1807 2022-06-15 20:09:29,774 - mmdet - INFO - Epoch [17][2550/7330] lr: 1.000e-04, eta: 20:51:09, time: 0.466, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1685, s0.acc: 94.1831, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2300, s1.loss_cls: 0.0808, s1.acc: 94.2687, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1147, s2.loss_cls: 0.0393, s2.acc: 94.2762, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0535, loss: 1.1258 2022-06-15 20:09:52,866 - mmdet - INFO - Epoch [17][2600/7330] lr: 1.000e-04, eta: 20:50:32, time: 0.462, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1721, s0.acc: 94.1636, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2329, s1.loss_cls: 0.0838, s1.acc: 94.2260, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1163, s2.loss_cls: 0.0407, s2.acc: 94.2643, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0549, loss: 1.1392 2022-06-15 20:10:16,052 - mmdet - INFO - Epoch [17][2650/7330] lr: 1.000e-04, eta: 20:49:55, time: 0.464, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1668, s0.acc: 94.2795, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2292, s1.loss_cls: 0.0780, s1.acc: 94.4557, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1150, s2.loss_cls: 0.0389, s2.acc: 94.4617, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0541, loss: 1.1174 2022-06-15 20:10:38,827 - mmdet - INFO - Epoch [17][2700/7330] lr: 1.000e-04, eta: 20:49:17, time: 0.453, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1663, s0.acc: 94.3591, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2280, s1.loss_cls: 0.0794, s1.acc: 94.5350, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1146, s2.loss_cls: 0.0389, s2.acc: 94.4397, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0541, loss: 1.0963 2022-06-15 20:11:01,917 - mmdet - INFO - Epoch [17][2750/7330] lr: 1.000e-04, eta: 20:48:40, time: 0.464, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1688, s0.acc: 94.0779, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2242, s1.loss_cls: 0.0806, s1.acc: 94.1983, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1119, s2.loss_cls: 0.0393, s2.acc: 94.2694, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.1108 2022-06-15 20:11:24,731 - mmdet - INFO - Epoch [17][2800/7330] lr: 1.000e-04, eta: 20:48:02, time: 0.456, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1819, s0.acc: 93.9797, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2348, s1.loss_cls: 0.0850, s1.acc: 94.1253, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1174, s2.loss_cls: 0.0411, s2.acc: 94.1122, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0551, loss: 1.1590 2022-06-15 20:11:47,960 - mmdet - INFO - Epoch [17][2850/7330] lr: 1.000e-04, eta: 20:47:26, time: 0.465, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1733, s0.acc: 94.0906, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2381, s1.loss_cls: 0.0808, s1.acc: 94.2869, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1188, s2.loss_cls: 0.0398, s2.acc: 94.2511, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0562, loss: 1.1489 2022-06-15 20:12:10,726 - mmdet - INFO - Epoch [17][2900/7330] lr: 1.000e-04, eta: 20:46:48, time: 0.455, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1704, s0.acc: 94.1145, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2300, s1.loss_cls: 0.0800, s1.acc: 94.3732, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1136, s2.loss_cls: 0.0388, s2.acc: 94.3639, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0536, loss: 1.1325 2022-06-15 20:12:33,642 - mmdet - INFO - Epoch [17][2950/7330] lr: 1.000e-04, eta: 20:46:11, time: 0.458, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1693, s0.acc: 94.0930, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2292, s1.loss_cls: 0.0801, s1.acc: 94.2722, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1145, s2.loss_cls: 0.0397, s2.acc: 94.1744, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1243 2022-06-15 20:12:56,648 - mmdet - INFO - Epoch [17][3000/7330] lr: 1.000e-04, eta: 20:45:34, time: 0.460, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1736, s0.acc: 94.1558, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2304, s1.loss_cls: 0.0822, s1.acc: 94.2940, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1146, s2.loss_cls: 0.0396, s2.acc: 94.3125, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1331 2022-06-15 20:13:19,757 - mmdet - INFO - Epoch [17][3050/7330] lr: 1.000e-04, eta: 20:44:57, time: 0.462, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1725, s0.acc: 94.0432, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2334, s1.loss_cls: 0.0819, s1.acc: 94.2077, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1168, s2.loss_cls: 0.0400, s2.acc: 94.1624, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0551, loss: 1.1502 2022-06-15 20:13:42,893 - mmdet - INFO - Epoch [17][3100/7330] lr: 1.000e-04, eta: 20:44:21, time: 0.463, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1653, s0.acc: 94.2419, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2293, s1.loss_cls: 0.0780, s1.acc: 94.4734, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1149, s2.loss_cls: 0.0386, s2.acc: 94.3427, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1159 2022-06-15 20:14:06,227 - mmdet - INFO - Epoch [17][3150/7330] lr: 1.000e-04, eta: 20:43:45, time: 0.467, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1628, s0.acc: 94.3088, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2259, s1.loss_cls: 0.0758, s1.acc: 94.5437, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1128, s2.loss_cls: 0.0370, s2.acc: 94.5842, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.0985 2022-06-15 20:14:29,379 - mmdet - INFO - Epoch [17][3200/7330] lr: 1.000e-04, eta: 20:43:09, time: 0.463, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1695, s0.acc: 94.1628, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2267, s1.loss_cls: 0.0804, s1.acc: 94.2828, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1145, s2.loss_cls: 0.0388, s2.acc: 94.3894, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0545, loss: 1.1278 2022-06-15 20:14:52,738 - mmdet - INFO - Epoch [17][3250/7330] lr: 1.000e-04, eta: 20:42:33, time: 0.467, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1666, s0.acc: 94.1433, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2310, s1.loss_cls: 0.0791, s1.acc: 94.2503, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1151, s2.loss_cls: 0.0390, s2.acc: 94.2030, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0545, loss: 1.1177 2022-06-15 20:15:16,781 - mmdet - INFO - Epoch [17][3300/7330] lr: 1.000e-04, eta: 20:42:00, time: 0.481, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1774, s0.acc: 94.0051, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2312, s1.loss_cls: 0.0844, s1.acc: 94.1682, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1156, s2.loss_cls: 0.0405, s2.acc: 94.2251, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0543, loss: 1.1630 2022-06-15 20:15:40,723 - mmdet - INFO - Epoch [17][3350/7330] lr: 1.000e-04, eta: 20:41:27, time: 0.479, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1685, s0.acc: 94.1924, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2346, s1.loss_cls: 0.0796, s1.acc: 94.3670, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1160, s2.loss_cls: 0.0391, s2.acc: 94.2798, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0546, loss: 1.1318 2022-06-15 20:16:04,908 - mmdet - INFO - Epoch [17][3400/7330] lr: 1.000e-04, eta: 20:40:55, time: 0.484, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1655, s0.acc: 94.2278, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2280, s1.loss_cls: 0.0789, s1.acc: 94.3146, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1145, s2.loss_cls: 0.0384, s2.acc: 94.2888, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.1148 2022-06-15 20:16:28,530 - mmdet - INFO - Epoch [17][3450/7330] lr: 1.000e-04, eta: 20:40:20, time: 0.472, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1793, s0.acc: 93.6907, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2386, s1.loss_cls: 0.0836, s1.acc: 93.9595, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1181, s2.loss_cls: 0.0405, s2.acc: 93.9931, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0556, loss: 1.1781 2022-06-15 20:16:52,658 - mmdet - INFO - Epoch [17][3500/7330] lr: 1.000e-04, eta: 20:39:47, time: 0.482, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1725, s0.acc: 94.0225, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2282, s1.loss_cls: 0.0809, s1.acc: 94.2474, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1136, s2.loss_cls: 0.0393, s2.acc: 94.1468, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1214 2022-06-15 20:17:16,624 - mmdet - INFO - Epoch [17][3550/7330] lr: 1.000e-04, eta: 20:39:14, time: 0.480, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1704, s0.acc: 94.2512, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2304, s1.loss_cls: 0.0805, s1.acc: 94.3788, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1145, s2.loss_cls: 0.0389, s2.acc: 94.3703, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.1231 2022-06-15 20:17:40,257 - mmdet - INFO - Epoch [17][3600/7330] lr: 1.000e-04, eta: 20:38:40, time: 0.472, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1736, s0.acc: 94.0635, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2313, s1.loss_cls: 0.0806, s1.acc: 94.3306, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1148, s2.loss_cls: 0.0392, s2.acc: 94.3114, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1439 2022-06-15 20:18:04,033 - mmdet - INFO - Epoch [17][3650/7330] lr: 1.000e-04, eta: 20:38:06, time: 0.476, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1767, s0.acc: 93.9421, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2335, s1.loss_cls: 0.0831, s1.acc: 94.1234, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1168, s2.loss_cls: 0.0408, s2.acc: 94.2064, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0551, loss: 1.1540 2022-06-15 20:18:27,522 - mmdet - INFO - Epoch [17][3700/7330] lr: 1.000e-04, eta: 20:37:31, time: 0.470, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1681, s0.acc: 94.2222, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2252, s1.loss_cls: 0.0786, s1.acc: 94.4957, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1141, s2.loss_cls: 0.0384, s2.acc: 94.4351, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1149 2022-06-15 20:18:50,868 - mmdet - INFO - Epoch [17][3750/7330] lr: 1.000e-04, eta: 20:36:56, time: 0.466, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1674, s0.acc: 94.1799, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2332, s1.loss_cls: 0.0795, s1.acc: 94.3530, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1166, s2.loss_cls: 0.0391, s2.acc: 94.3086, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0550, loss: 1.1337 2022-06-15 20:19:14,668 - mmdet - INFO - Epoch [17][3800/7330] lr: 1.000e-04, eta: 20:36:22, time: 0.477, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1761, s0.acc: 94.0569, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2351, s1.loss_cls: 0.0824, s1.acc: 94.2394, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1166, s2.loss_cls: 0.0404, s2.acc: 94.1667, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1523 2022-06-15 20:19:38,847 - mmdet - INFO - Epoch [17][3850/7330] lr: 1.000e-04, eta: 20:35:50, time: 0.484, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1619, s0.acc: 94.3362, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2275, s1.loss_cls: 0.0758, s1.acc: 94.5335, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1147, s2.loss_cls: 0.0378, s2.acc: 94.4032, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.1001 2022-06-15 20:20:03,135 - mmdet - INFO - Epoch [17][3900/7330] lr: 1.000e-04, eta: 20:35:18, time: 0.486, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1659, s0.acc: 94.3264, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2259, s1.loss_cls: 0.0791, s1.acc: 94.5140, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1135, s2.loss_cls: 0.0393, s2.acc: 94.3291, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1090 2022-06-15 20:20:27,270 - mmdet - INFO - Epoch [17][3950/7330] lr: 1.000e-04, eta: 20:34:46, time: 0.483, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1778, s0.acc: 93.8599, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2242, s1.loss_cls: 0.0836, s1.acc: 94.0738, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1144, s2.loss_cls: 0.0409, s2.acc: 94.0905, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0543, loss: 1.1628 2022-06-15 20:20:50,704 - mmdet - INFO - Epoch [17][4000/7330] lr: 1.000e-04, eta: 20:34:11, time: 0.469, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1624, s0.acc: 94.3896, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2290, s1.loss_cls: 0.0758, s1.acc: 94.6060, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1143, s2.loss_cls: 0.0368, s2.acc: 94.6016, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.0979 2022-06-15 20:21:13,906 - mmdet - INFO - Epoch [17][4050/7330] lr: 1.000e-04, eta: 20:33:35, time: 0.464, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1691, s0.acc: 94.1770, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2336, s1.loss_cls: 0.0809, s1.acc: 94.2664, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1178, s2.loss_cls: 0.0396, s2.acc: 94.2166, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0557, loss: 1.1243 2022-06-15 20:21:37,206 - mmdet - INFO - Epoch [17][4100/7330] lr: 1.000e-04, eta: 20:33:00, time: 0.466, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1606, s0.acc: 94.3938, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2290, s1.loss_cls: 0.0766, s1.acc: 94.6262, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1148, s2.loss_cls: 0.0382, s2.acc: 94.4346, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.0994 2022-06-15 20:22:00,337 - mmdet - INFO - Epoch [17][4150/7330] lr: 1.000e-04, eta: 20:32:24, time: 0.463, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1725, s0.acc: 94.1460, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2292, s1.loss_cls: 0.0818, s1.acc: 94.2843, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1155, s2.loss_cls: 0.0404, s2.acc: 94.2257, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1370 2022-06-15 20:22:24,032 - mmdet - INFO - Epoch [17][4200/7330] lr: 1.000e-04, eta: 20:31:50, time: 0.474, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1816, s0.acc: 93.8374, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2393, s1.loss_cls: 0.0851, s1.acc: 94.0374, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1168, s2.loss_cls: 0.0413, s2.acc: 94.0072, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0548, loss: 1.1701 2022-06-15 20:22:47,047 - mmdet - INFO - Epoch [17][4250/7330] lr: 1.000e-04, eta: 20:31:14, time: 0.461, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1644, s0.acc: 94.5073, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2211, s1.loss_cls: 0.0767, s1.acc: 94.7748, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1118, s2.loss_cls: 0.0376, s2.acc: 94.6989, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.0819 2022-06-15 20:23:10,465 - mmdet - INFO - Epoch [17][4300/7330] lr: 1.000e-04, eta: 20:30:39, time: 0.468, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1761, s0.acc: 93.9705, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2326, s1.loss_cls: 0.0835, s1.acc: 94.1211, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1158, s2.loss_cls: 0.0407, s2.acc: 94.0922, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0546, loss: 1.1434 2022-06-15 20:23:33,686 - mmdet - INFO - Epoch [17][4350/7330] lr: 1.000e-04, eta: 20:30:04, time: 0.464, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1825, s0.acc: 93.7410, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2345, s1.loss_cls: 0.0863, s1.acc: 93.9224, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1166, s2.loss_cls: 0.0422, s2.acc: 93.8512, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0550, loss: 1.1776 2022-06-15 20:23:56,776 - mmdet - INFO - Epoch [17][4400/7330] lr: 1.000e-04, eta: 20:29:28, time: 0.462, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1812, s0.acc: 93.7683, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2318, s1.loss_cls: 0.0843, s1.acc: 94.0349, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1158, s2.loss_cls: 0.0407, s2.acc: 94.0561, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0545, loss: 1.1681 2022-06-15 20:24:19,306 - mmdet - INFO - Epoch [17][4450/7330] lr: 1.000e-04, eta: 20:28:50, time: 0.451, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1666, s0.acc: 94.3479, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2253, s1.loss_cls: 0.0795, s1.acc: 94.5157, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1132, s2.loss_cls: 0.0388, s2.acc: 94.5045, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1060 2022-06-15 20:24:42,722 - mmdet - INFO - Epoch [17][4500/7330] lr: 1.000e-04, eta: 20:28:16, time: 0.468, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1713, s0.acc: 94.0220, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2336, s1.loss_cls: 0.0805, s1.acc: 94.2721, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1171, s2.loss_cls: 0.0393, s2.acc: 94.2581, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0548, loss: 1.1397 2022-06-15 20:25:06,475 - mmdet - INFO - Epoch [17][4550/7330] lr: 1.000e-04, eta: 20:27:42, time: 0.475, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1752, s0.acc: 93.9355, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2364, s1.loss_cls: 0.0816, s1.acc: 94.2090, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1170, s2.loss_cls: 0.0403, s2.acc: 94.1047, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0546, loss: 1.1576 2022-06-15 20:25:29,747 - mmdet - INFO - Epoch [17][4600/7330] lr: 1.000e-04, eta: 20:27:07, time: 0.465, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1707, s0.acc: 94.1604, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2260, s1.loss_cls: 0.0796, s1.acc: 94.4147, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1129, s2.loss_cls: 0.0387, s2.acc: 94.4198, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0530, loss: 1.1193 2022-06-15 20:25:53,067 - mmdet - INFO - Epoch [17][4650/7330] lr: 1.000e-04, eta: 20:26:32, time: 0.467, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1740, s0.acc: 94.0483, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2210, s1.loss_cls: 0.0828, s1.acc: 94.2351, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1108, s2.loss_cls: 0.0408, s2.acc: 94.1013, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0525, loss: 1.1124 2022-06-15 20:26:16,670 - mmdet - INFO - Epoch [17][4700/7330] lr: 1.000e-04, eta: 20:25:58, time: 0.472, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1735, s0.acc: 93.9912, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2268, s1.loss_cls: 0.0823, s1.acc: 94.1204, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1137, s2.loss_cls: 0.0405, s2.acc: 94.0489, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0537, loss: 1.1289 2022-06-15 20:26:40,088 - mmdet - INFO - Epoch [17][4750/7330] lr: 1.000e-04, eta: 20:25:24, time: 0.468, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1724, s0.acc: 94.0269, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2301, s1.loss_cls: 0.0818, s1.acc: 94.2151, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1163, s2.loss_cls: 0.0402, s2.acc: 94.0706, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1369 2022-06-15 20:27:03,714 - mmdet - INFO - Epoch [17][4800/7330] lr: 1.000e-04, eta: 20:24:50, time: 0.472, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1681, s0.acc: 94.3713, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2232, s1.loss_cls: 0.0788, s1.acc: 94.5562, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1109, s2.loss_cls: 0.0386, s2.acc: 94.4961, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0929 2022-06-15 20:27:27,083 - mmdet - INFO - Epoch [17][4850/7330] lr: 1.000e-04, eta: 20:24:16, time: 0.468, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1675, s0.acc: 94.2722, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2314, s1.loss_cls: 0.0789, s1.acc: 94.4300, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1152, s2.loss_cls: 0.0387, s2.acc: 94.3679, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0539, loss: 1.0992 2022-06-15 20:27:50,586 - mmdet - INFO - Epoch [17][4900/7330] lr: 1.000e-04, eta: 20:23:41, time: 0.470, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1653, s0.acc: 94.3037, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2269, s1.loss_cls: 0.0784, s1.acc: 94.4235, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1124, s2.loss_cls: 0.0386, s2.acc: 94.4081, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0527, loss: 1.0999 2022-06-15 20:28:14,348 - mmdet - INFO - Epoch [17][4950/7330] lr: 1.000e-04, eta: 20:23:08, time: 0.475, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1756, s0.acc: 94.0754, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2331, s1.loss_cls: 0.0832, s1.acc: 94.2445, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1156, s2.loss_cls: 0.0403, s2.acc: 94.1884, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0543, loss: 1.1463 2022-06-15 20:28:37,950 - mmdet - INFO - Epoch [17][5000/7330] lr: 1.000e-04, eta: 20:22:35, time: 0.472, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1690, s0.acc: 94.1731, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2339, s1.loss_cls: 0.0793, s1.acc: 94.4201, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1168, s2.loss_cls: 0.0385, s2.acc: 94.3702, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0549, loss: 1.1371 2022-06-15 20:29:01,406 - mmdet - INFO - Epoch [17][5050/7330] lr: 1.000e-04, eta: 20:22:00, time: 0.469, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1664, s0.acc: 94.3091, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2313, s1.loss_cls: 0.0780, s1.acc: 94.4901, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1143, s2.loss_cls: 0.0382, s2.acc: 94.4640, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0537, loss: 1.1041 2022-06-15 20:29:24,903 - mmdet - INFO - Epoch [17][5100/7330] lr: 1.000e-04, eta: 20:21:26, time: 0.469, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1678, s0.acc: 94.3594, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2316, s1.loss_cls: 0.0787, s1.acc: 94.5806, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1156, s2.loss_cls: 0.0384, s2.acc: 94.5068, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0546, loss: 1.1263 2022-06-15 20:29:48,555 - mmdet - INFO - Epoch [17][5150/7330] lr: 1.000e-04, eta: 20:20:53, time: 0.473, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1699, s0.acc: 94.1377, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2285, s1.loss_cls: 0.0804, s1.acc: 94.3434, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1141, s2.loss_cls: 0.0392, s2.acc: 94.3300, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0539, loss: 1.1287 2022-06-15 20:30:12,088 - mmdet - INFO - Epoch [17][5200/7330] lr: 1.000e-04, eta: 20:20:19, time: 0.471, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1781, s0.acc: 93.9788, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2316, s1.loss_cls: 0.0839, s1.acc: 94.1247, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1154, s2.loss_cls: 0.0412, s2.acc: 94.1734, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1489 2022-06-15 20:30:35,580 - mmdet - INFO - Epoch [17][5250/7330] lr: 1.000e-04, eta: 20:19:45, time: 0.470, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1658, s0.acc: 94.2883, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2221, s1.loss_cls: 0.0789, s1.acc: 94.5118, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1115, s2.loss_cls: 0.0389, s2.acc: 94.3898, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0527, loss: 1.0989 2022-06-15 20:30:58,581 - mmdet - INFO - Epoch [17][5300/7330] lr: 1.000e-04, eta: 20:19:09, time: 0.460, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1696, s0.acc: 94.1689, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2303, s1.loss_cls: 0.0798, s1.acc: 94.3269, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1139, s2.loss_cls: 0.0385, s2.acc: 94.3991, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0538, loss: 1.1260 2022-06-15 20:31:22,166 - mmdet - INFO - Epoch [17][5350/7330] lr: 1.000e-04, eta: 20:18:36, time: 0.472, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1770, s0.acc: 93.9373, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2297, s1.loss_cls: 0.0839, s1.acc: 94.0570, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1158, s2.loss_cls: 0.0416, s2.acc: 94.0017, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0543, loss: 1.1492 2022-06-15 20:31:46,634 - mmdet - INFO - Epoch [17][5400/7330] lr: 1.000e-04, eta: 20:18:05, time: 0.489, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1631, s0.acc: 94.3459, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2271, s1.loss_cls: 0.0768, s1.acc: 94.5538, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1129, s2.loss_cls: 0.0379, s2.acc: 94.4260, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.1140 2022-06-15 20:32:09,985 - mmdet - INFO - Epoch [17][5450/7330] lr: 1.000e-04, eta: 20:17:31, time: 0.467, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1766, s0.acc: 94.0032, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2324, s1.loss_cls: 0.0839, s1.acc: 94.1606, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1165, s2.loss_cls: 0.0410, s2.acc: 94.1011, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0548, loss: 1.1495 2022-06-15 20:32:33,286 - mmdet - INFO - Epoch [17][5500/7330] lr: 1.000e-04, eta: 20:16:56, time: 0.466, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1677, s0.acc: 94.1355, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2280, s1.loss_cls: 0.0789, s1.acc: 94.3772, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1141, s2.loss_cls: 0.0392, s2.acc: 94.2983, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0538, loss: 1.1214 2022-06-15 20:32:56,632 - mmdet - INFO - Epoch [17][5550/7330] lr: 1.000e-04, eta: 20:16:22, time: 0.467, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1666, s0.acc: 94.3398, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2273, s1.loss_cls: 0.0791, s1.acc: 94.4528, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1145, s2.loss_cls: 0.0387, s2.acc: 94.3902, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0544, loss: 1.1179 2022-06-15 20:33:19,961 - mmdet - INFO - Epoch [17][5600/7330] lr: 1.000e-04, eta: 20:15:48, time: 0.467, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1662, s0.acc: 94.2000, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2276, s1.loss_cls: 0.0785, s1.acc: 94.4265, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1138, s2.loss_cls: 0.0387, s2.acc: 94.3633, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.1162 2022-06-15 20:33:43,101 - mmdet - INFO - Epoch [17][5650/7330] lr: 1.000e-04, eta: 20:15:12, time: 0.462, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1767, s0.acc: 93.9548, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2351, s1.loss_cls: 0.0839, s1.acc: 94.1003, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1175, s2.loss_cls: 0.0410, s2.acc: 94.0705, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0556, loss: 1.1570 2022-06-15 20:34:06,533 - mmdet - INFO - Epoch [17][5700/7330] lr: 1.000e-04, eta: 20:14:39, time: 0.469, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1639, s0.acc: 94.3999, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2234, s1.loss_cls: 0.0773, s1.acc: 94.6801, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1127, s2.loss_cls: 0.0381, s2.acc: 94.5528, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.0949 2022-06-15 20:34:29,895 - mmdet - INFO - Epoch [17][5750/7330] lr: 1.000e-04, eta: 20:14:04, time: 0.467, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1765, s0.acc: 94.1128, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2270, s1.loss_cls: 0.0813, s1.acc: 94.4118, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1129, s2.loss_cls: 0.0393, s2.acc: 94.3535, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.1247 2022-06-15 20:34:53,226 - mmdet - INFO - Epoch [17][5800/7330] lr: 1.000e-04, eta: 20:13:30, time: 0.467, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1657, s0.acc: 94.3298, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2337, s1.loss_cls: 0.0782, s1.acc: 94.4687, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1165, s2.loss_cls: 0.0385, s2.acc: 94.4773, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0549, loss: 1.1156 2022-06-15 20:35:16,796 - mmdet - INFO - Epoch [17][5850/7330] lr: 1.000e-04, eta: 20:12:57, time: 0.471, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1665, s0.acc: 94.3657, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2271, s1.loss_cls: 0.0790, s1.acc: 94.5561, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1136, s2.loss_cls: 0.0383, s2.acc: 94.5263, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0534, loss: 1.0985 2022-06-15 20:35:40,026 - mmdet - INFO - Epoch [17][5900/7330] lr: 1.000e-04, eta: 20:12:22, time: 0.465, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1735, s0.acc: 94.0220, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2325, s1.loss_cls: 0.0823, s1.acc: 94.2030, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1177, s2.loss_cls: 0.0403, s2.acc: 94.1077, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0556, loss: 1.1440 2022-06-15 20:36:03,129 - mmdet - INFO - Epoch [17][5950/7330] lr: 1.000e-04, eta: 20:11:47, time: 0.462, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1761, s0.acc: 94.0579, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2299, s1.loss_cls: 0.0833, s1.acc: 94.1926, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1136, s2.loss_cls: 0.0406, s2.acc: 94.1468, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.1388 2022-06-15 20:36:26,052 - mmdet - INFO - Epoch [17][6000/7330] lr: 1.000e-04, eta: 20:11:12, time: 0.459, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1703, s0.acc: 94.1958, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2324, s1.loss_cls: 0.0811, s1.acc: 94.3569, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1163, s2.loss_cls: 0.0394, s2.acc: 94.3557, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0543, loss: 1.1375 2022-06-15 20:36:49,559 - mmdet - INFO - Epoch [17][6050/7330] lr: 1.000e-04, eta: 20:10:38, time: 0.470, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1720, s0.acc: 94.0532, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2305, s1.loss_cls: 0.0794, s1.acc: 94.3463, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1152, s2.loss_cls: 0.0390, s2.acc: 94.2207, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0537, loss: 1.1414 2022-06-15 20:37:13,054 - mmdet - INFO - Epoch [17][6100/7330] lr: 1.000e-04, eta: 20:10:05, time: 0.470, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1764, s0.acc: 94.0535, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2379, s1.loss_cls: 0.0822, s1.acc: 94.3329, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1184, s2.loss_cls: 0.0396, s2.acc: 94.3398, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0553, loss: 1.1520 2022-06-15 20:37:36,255 - mmdet - INFO - Epoch [17][6150/7330] lr: 1.000e-04, eta: 20:09:30, time: 0.464, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1696, s0.acc: 94.1406, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2273, s1.loss_cls: 0.0805, s1.acc: 94.2468, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1128, s2.loss_cls: 0.0392, s2.acc: 94.2804, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.1194 2022-06-15 20:37:59,541 - mmdet - INFO - Epoch [17][6200/7330] lr: 1.000e-04, eta: 20:08:56, time: 0.466, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1628, s0.acc: 94.3528, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2362, s1.loss_cls: 0.0771, s1.acc: 94.4715, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1192, s2.loss_cls: 0.0374, s2.acc: 94.4893, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0558, loss: 1.1182 2022-06-15 20:38:22,718 - mmdet - INFO - Epoch [17][6250/7330] lr: 1.000e-04, eta: 20:08:22, time: 0.464, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1677, s0.acc: 94.1873, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2322, s1.loss_cls: 0.0799, s1.acc: 94.3057, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1164, s2.loss_cls: 0.0396, s2.acc: 94.1989, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0545, loss: 1.1232 2022-06-15 20:38:45,920 - mmdet - INFO - Epoch [17][6300/7330] lr: 1.000e-04, eta: 20:07:47, time: 0.464, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1696, s0.acc: 94.3481, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2260, s1.loss_cls: 0.0796, s1.acc: 94.4721, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1123, s2.loss_cls: 0.0383, s2.acc: 94.5268, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0528, loss: 1.1029 2022-06-15 20:39:09,074 - mmdet - INFO - Epoch [17][6350/7330] lr: 1.000e-04, eta: 20:07:13, time: 0.463, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1676, s0.acc: 94.2878, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2301, s1.loss_cls: 0.0794, s1.acc: 94.4740, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1151, s2.loss_cls: 0.0388, s2.acc: 94.4095, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.1238 2022-06-15 20:39:32,883 - mmdet - INFO - Epoch [17][6400/7330] lr: 1.000e-04, eta: 20:06:40, time: 0.476, data_time: 0.022, memory: 16073, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1786, s0.acc: 93.9712, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2319, s1.loss_cls: 0.0847, s1.acc: 94.0766, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1158, s2.loss_cls: 0.0410, s2.acc: 94.1118, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0543, loss: 1.1514 2022-06-15 20:39:56,748 - mmdet - INFO - Epoch [17][6450/7330] lr: 1.000e-04, eta: 20:06:08, time: 0.477, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1751, s0.acc: 94.0269, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2353, s1.loss_cls: 0.0832, s1.acc: 94.0968, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1165, s2.loss_cls: 0.0408, s2.acc: 94.0735, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1492 2022-06-15 20:40:21,153 - mmdet - INFO - Epoch [17][6500/7330] lr: 1.000e-04, eta: 20:05:38, time: 0.488, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1679, s0.acc: 94.2690, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2295, s1.loss_cls: 0.0789, s1.acc: 94.4585, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1145, s2.loss_cls: 0.0386, s2.acc: 94.4163, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.1120 2022-06-15 20:40:45,428 - mmdet - INFO - Epoch [17][6550/7330] lr: 1.000e-04, eta: 20:05:07, time: 0.485, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1755, s0.acc: 94.0474, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2299, s1.loss_cls: 0.0831, s1.acc: 94.2049, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1138, s2.loss_cls: 0.0405, s2.acc: 94.1077, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1426 2022-06-15 20:41:10,198 - mmdet - INFO - Epoch [17][6600/7330] lr: 1.000e-04, eta: 20:04:38, time: 0.495, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1811, s0.acc: 93.8857, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2320, s1.loss_cls: 0.0859, s1.acc: 94.0602, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1164, s2.loss_cls: 0.0417, s2.acc: 94.0168, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1604 2022-06-15 20:41:34,154 - mmdet - INFO - Epoch [17][6650/7330] lr: 1.000e-04, eta: 20:04:06, time: 0.480, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1801, s0.acc: 93.8655, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2349, s1.loss_cls: 0.0860, s1.acc: 93.9380, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1170, s2.loss_cls: 0.0413, s2.acc: 94.0584, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0556, loss: 1.1706 2022-06-15 20:41:58,298 - mmdet - INFO - Epoch [17][6700/7330] lr: 1.000e-04, eta: 20:03:35, time: 0.483, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1627, s0.acc: 94.3906, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2273, s1.loss_cls: 0.0767, s1.acc: 94.5812, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1146, s2.loss_cls: 0.0381, s2.acc: 94.4941, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.1045 2022-06-15 20:42:22,557 - mmdet - INFO - Epoch [17][6750/7330] lr: 1.000e-04, eta: 20:03:04, time: 0.485, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1708, s0.acc: 94.2268, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2390, s1.loss_cls: 0.0792, s1.acc: 94.4688, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1188, s2.loss_cls: 0.0385, s2.acc: 94.5172, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0562, loss: 1.1374 2022-06-15 20:42:46,661 - mmdet - INFO - Epoch [17][6800/7330] lr: 1.000e-04, eta: 20:02:32, time: 0.482, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1697, s0.acc: 94.1721, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2270, s1.loss_cls: 0.0800, s1.acc: 94.3856, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1148, s2.loss_cls: 0.0395, s2.acc: 94.2527, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0542, loss: 1.1248 2022-06-15 20:43:10,964 - mmdet - INFO - Epoch [17][6850/7330] lr: 1.000e-04, eta: 20:02:02, time: 0.486, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1706, s0.acc: 94.2710, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2284, s1.loss_cls: 0.0806, s1.acc: 94.4009, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1146, s2.loss_cls: 0.0394, s2.acc: 94.2837, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0540, loss: 1.1214 2022-06-15 20:43:34,543 - mmdet - INFO - Epoch [17][6900/7330] lr: 1.000e-04, eta: 20:01:29, time: 0.472, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1665, s0.acc: 94.2646, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2326, s1.loss_cls: 0.0781, s1.acc: 94.3641, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1159, s2.loss_cls: 0.0386, s2.acc: 94.3014, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1225 2022-06-15 20:43:58,130 - mmdet - INFO - Epoch [17][6950/7330] lr: 1.000e-04, eta: 20:00:56, time: 0.472, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1727, s0.acc: 94.0657, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2307, s1.loss_cls: 0.0816, s1.acc: 94.2607, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1148, s2.loss_cls: 0.0395, s2.acc: 94.2727, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.1324 2022-06-15 20:44:22,556 - mmdet - INFO - Epoch [17][7000/7330] lr: 1.000e-04, eta: 20:00:26, time: 0.488, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1680, s0.acc: 94.2468, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2291, s1.loss_cls: 0.0791, s1.acc: 94.4739, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1150, s2.loss_cls: 0.0386, s2.acc: 94.4158, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0540, loss: 1.1144 2022-06-15 20:44:46,269 - mmdet - INFO - Epoch [17][7050/7330] lr: 1.000e-04, eta: 19:59:53, time: 0.472, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1540, s0.acc: 94.8167, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2172, s1.loss_cls: 0.0734, s1.acc: 94.8738, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1094, s2.loss_cls: 0.0361, s2.acc: 94.8810, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0519, loss: 1.0453 2022-06-15 20:45:10,831 - mmdet - INFO - Epoch [17][7100/7330] lr: 1.000e-04, eta: 19:59:24, time: 0.493, data_time: 0.024, memory: 16073, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1776, s0.acc: 93.8491, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2328, s1.loss_cls: 0.0827, s1.acc: 94.0542, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1156, s2.loss_cls: 0.0406, s2.acc: 94.0314, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0543, loss: 1.1478 2022-06-15 20:45:33,796 - mmdet - INFO - Epoch [17][7150/7330] lr: 1.000e-04, eta: 19:58:49, time: 0.459, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1720, s0.acc: 94.1492, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2320, s1.loss_cls: 0.0805, s1.acc: 94.3048, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1161, s2.loss_cls: 0.0392, s2.acc: 94.1919, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0547, loss: 1.1297 2022-06-15 20:45:57,351 - mmdet - INFO - Epoch [17][7200/7330] lr: 1.000e-04, eta: 19:58:16, time: 0.471, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1644, s0.acc: 94.4092, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2351, s1.loss_cls: 0.0768, s1.acc: 94.6338, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1178, s2.loss_cls: 0.0376, s2.acc: 94.6183, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0559, loss: 1.1157 2022-06-15 20:46:20,775 - mmdet - INFO - Epoch [17][7250/7330] lr: 1.000e-04, eta: 19:57:43, time: 0.468, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1751, s0.acc: 93.9768, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2278, s1.loss_cls: 0.0839, s1.acc: 94.1096, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1134, s2.loss_cls: 0.0406, s2.acc: 94.1257, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.1267 2022-06-15 20:46:44,246 - mmdet - INFO - Epoch [17][7300/7330] lr: 1.000e-04, eta: 19:57:10, time: 0.469, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1744, s0.acc: 94.1411, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2331, s1.loss_cls: 0.0828, s1.acc: 94.2467, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1155, s2.loss_cls: 0.0406, s2.acc: 94.1831, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0543, loss: 1.1284 2022-06-15 20:47:15,775 - mmdet - INFO - Saving checkpoint at 17 epochs 2022-06-15 20:51:24,985 - mmdet - INFO - Evaluating bbox... 2022-06-15 20:51:52,605 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.456 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.642 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.494 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.294 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.488 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.418 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.740 2022-06-15 20:51:52,606 - mmdet - INFO - Evaluating segm... 2022-06-15 20:52:25,979 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.395 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.614 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.204 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.424 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.341 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.675 2022-06-15 20:52:26,467 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 20:52:26,467 - mmdet - INFO - Epoch(val) [17][625] bbox_mAP: 0.4560, bbox_mAP_50: 0.6420, bbox_mAP_75: 0.4940, bbox_mAP_s: 0.2940, bbox_mAP_m: 0.4880, bbox_mAP_l: 0.5900, bbox_mAP_copypaste: 0.456 0.642 0.494 0.294 0.488 0.590, segm_mAP: 0.3950, segm_mAP_50: 0.6140, segm_mAP_75: 0.4250, segm_mAP_s: 0.2040, segm_mAP_m: 0.4240, segm_mAP_l: 0.5710, segm_mAP_copypaste: 0.395 0.614 0.425 0.204 0.424 0.571 2022-06-15 20:57:52,600 - mmdet - INFO - Epoch [18][50/7330] lr: 1.000e-04, eta: 20:11:29, time: 6.522, data_time: 6.063, memory: 16073, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1689, s0.acc: 94.2012, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2310, s1.loss_cls: 0.0783, s1.acc: 94.3989, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1152, s2.loss_cls: 0.0385, s2.acc: 94.2720, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1206 2022-06-15 20:58:15,740 - mmdet - INFO - Epoch [18][100/7330] lr: 1.000e-04, eta: 20:10:54, time: 0.463, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1601, s0.acc: 94.4346, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2241, s1.loss_cls: 0.0752, s1.acc: 94.5933, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1127, s2.loss_cls: 0.0373, s2.acc: 94.4944, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0531, loss: 1.0762 2022-06-15 20:58:39,107 - mmdet - INFO - Epoch [18][150/7330] lr: 1.000e-04, eta: 20:10:19, time: 0.467, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1609, s0.acc: 94.4873, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2260, s1.loss_cls: 0.0746, s1.acc: 94.7490, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1136, s2.loss_cls: 0.0363, s2.acc: 94.6548, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0536, loss: 1.0848 2022-06-15 20:59:02,184 - mmdet - INFO - Epoch [18][200/7330] lr: 1.000e-04, eta: 20:09:43, time: 0.461, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1625, s0.acc: 94.2637, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2220, s1.loss_cls: 0.0765, s1.acc: 94.4553, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1113, s2.loss_cls: 0.0377, s2.acc: 94.4113, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0525, loss: 1.0854 2022-06-15 20:59:25,740 - mmdet - INFO - Epoch [18][250/7330] lr: 1.000e-04, eta: 20:09:09, time: 0.471, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1622, s0.acc: 94.4355, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2241, s1.loss_cls: 0.0757, s1.acc: 94.7173, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1117, s2.loss_cls: 0.0377, s2.acc: 94.5825, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0522, loss: 1.0838 2022-06-15 20:59:48,558 - mmdet - INFO - Epoch [18][300/7330] lr: 1.000e-04, eta: 20:08:33, time: 0.456, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1757, s0.acc: 93.9575, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2280, s1.loss_cls: 0.0824, s1.acc: 94.1241, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1139, s2.loss_cls: 0.0403, s2.acc: 94.1103, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0539, loss: 1.1484 2022-06-15 21:00:11,685 - mmdet - INFO - Epoch [18][350/7330] lr: 1.000e-04, eta: 20:07:57, time: 0.463, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1661, s0.acc: 94.2400, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2294, s1.loss_cls: 0.0777, s1.acc: 94.5047, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1164, s2.loss_cls: 0.0385, s2.acc: 94.3918, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0552, loss: 1.1238 2022-06-15 21:00:34,805 - mmdet - INFO - Epoch [18][400/7330] lr: 1.000e-04, eta: 20:07:22, time: 0.462, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1695, s0.acc: 94.2227, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2288, s1.loss_cls: 0.0794, s1.acc: 94.4230, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1144, s2.loss_cls: 0.0389, s2.acc: 94.4697, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0541, loss: 1.1267 2022-06-15 21:00:57,393 - mmdet - INFO - Epoch [18][450/7330] lr: 1.000e-04, eta: 20:06:45, time: 0.451, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1632, s0.acc: 94.2051, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2335, s1.loss_cls: 0.0772, s1.acc: 94.4171, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1160, s2.loss_cls: 0.0378, s2.acc: 94.3249, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0545, loss: 1.1261 2022-06-15 21:01:20,617 - mmdet - INFO - Epoch [18][500/7330] lr: 1.000e-04, eta: 20:06:10, time: 0.465, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1503, s0.acc: 94.8679, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2195, s1.loss_cls: 0.0708, s1.acc: 95.0547, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1111, s2.loss_cls: 0.0350, s2.acc: 94.8947, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0528, loss: 1.0361 2022-06-15 21:01:43,806 - mmdet - INFO - Epoch [18][550/7330] lr: 1.000e-04, eta: 20:05:35, time: 0.464, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1794, s0.acc: 93.8052, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2350, s1.loss_cls: 0.0842, s1.acc: 94.0471, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1177, s2.loss_cls: 0.0411, s2.acc: 94.0384, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0551, loss: 1.1592 2022-06-15 21:02:06,525 - mmdet - INFO - Epoch [18][600/7330] lr: 1.000e-04, eta: 20:04:58, time: 0.454, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1645, s0.acc: 94.3948, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2227, s1.loss_cls: 0.0763, s1.acc: 94.5885, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1119, s2.loss_cls: 0.0371, s2.acc: 94.6518, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.0921 2022-06-15 21:02:29,232 - mmdet - INFO - Epoch [18][650/7330] lr: 1.000e-04, eta: 20:04:22, time: 0.455, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1717, s0.acc: 94.0520, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2325, s1.loss_cls: 0.0798, s1.acc: 94.2734, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1162, s2.loss_cls: 0.0393, s2.acc: 94.1464, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0548, loss: 1.1419 2022-06-15 21:02:52,100 - mmdet - INFO - Epoch [18][700/7330] lr: 1.000e-04, eta: 20:03:46, time: 0.457, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1683, s0.acc: 94.1345, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2298, s1.loss_cls: 0.0796, s1.acc: 94.2602, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1151, s2.loss_cls: 0.0387, s2.acc: 94.2485, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1259 2022-06-15 21:03:15,109 - mmdet - INFO - Epoch [18][750/7330] lr: 1.000e-04, eta: 20:03:10, time: 0.461, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1716, s0.acc: 94.0537, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2389, s1.loss_cls: 0.0814, s1.acc: 94.2506, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1182, s2.loss_cls: 0.0397, s2.acc: 94.2348, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0554, loss: 1.1502 2022-06-15 21:03:38,193 - mmdet - INFO - Epoch [18][800/7330] lr: 1.000e-04, eta: 20:02:35, time: 0.462, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1713, s0.acc: 94.0876, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2302, s1.loss_cls: 0.0799, s1.acc: 94.3149, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1150, s2.loss_cls: 0.0390, s2.acc: 94.2723, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0541, loss: 1.1396 2022-06-15 21:04:00,913 - mmdet - INFO - Epoch [18][850/7330] lr: 1.000e-04, eta: 20:01:59, time: 0.454, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1661, s0.acc: 94.2222, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2352, s1.loss_cls: 0.0773, s1.acc: 94.4941, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1173, s2.loss_cls: 0.0381, s2.acc: 94.4257, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0551, loss: 1.1188 2022-06-15 21:04:23,519 - mmdet - INFO - Epoch [18][900/7330] lr: 1.000e-04, eta: 20:01:22, time: 0.452, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1655, s0.acc: 94.3530, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2278, s1.loss_cls: 0.0772, s1.acc: 94.6110, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1143, s2.loss_cls: 0.0380, s2.acc: 94.5232, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0539, loss: 1.1049 2022-06-15 21:04:46,218 - mmdet - INFO - Epoch [18][950/7330] lr: 1.000e-04, eta: 20:00:46, time: 0.454, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1595, s0.acc: 94.4026, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2296, s1.loss_cls: 0.0741, s1.acc: 94.7222, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1150, s2.loss_cls: 0.0370, s2.acc: 94.4710, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0548, loss: 1.1155 2022-06-15 21:05:09,364 - mmdet - INFO - Epoch [18][1000/7330] lr: 1.000e-04, eta: 20:00:11, time: 0.463, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1669, s0.acc: 94.2383, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2351, s1.loss_cls: 0.0787, s1.acc: 94.4739, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1162, s2.loss_cls: 0.0386, s2.acc: 94.3546, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0546, loss: 1.1349 2022-06-15 21:05:32,390 - mmdet - INFO - Epoch [18][1050/7330] lr: 1.000e-04, eta: 19:59:35, time: 0.460, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1703, s0.acc: 94.1682, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2333, s1.loss_cls: 0.0800, s1.acc: 94.4270, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1156, s2.loss_cls: 0.0390, s2.acc: 94.3493, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0548, loss: 1.1330 2022-06-15 21:05:55,985 - mmdet - INFO - Epoch [18][1100/7330] lr: 1.000e-04, eta: 19:59:02, time: 0.472, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1628, s0.acc: 94.3538, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2253, s1.loss_cls: 0.0760, s1.acc: 94.6584, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1131, s2.loss_cls: 0.0371, s2.acc: 94.5686, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0538, loss: 1.1028 2022-06-15 21:06:19,216 - mmdet - INFO - Epoch [18][1150/7330] lr: 1.000e-04, eta: 19:58:27, time: 0.465, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1627, s0.acc: 94.3435, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2281, s1.loss_cls: 0.0767, s1.acc: 94.5273, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1131, s2.loss_cls: 0.0374, s2.acc: 94.5012, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1100 2022-06-15 21:06:42,220 - mmdet - INFO - Epoch [18][1200/7330] lr: 1.000e-04, eta: 19:57:52, time: 0.460, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1639, s0.acc: 94.2590, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2339, s1.loss_cls: 0.0770, s1.acc: 94.5119, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1174, s2.loss_cls: 0.0380, s2.acc: 94.3590, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0551, loss: 1.1162 2022-06-15 21:07:06,149 - mmdet - INFO - Epoch [18][1250/7330] lr: 1.000e-04, eta: 19:57:20, time: 0.479, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1652, s0.acc: 94.2258, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2293, s1.loss_cls: 0.0784, s1.acc: 94.3866, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1145, s2.loss_cls: 0.0381, s2.acc: 94.3454, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0546, loss: 1.1098 2022-06-15 21:07:29,315 - mmdet - INFO - Epoch [18][1300/7330] lr: 1.000e-04, eta: 19:56:45, time: 0.463, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1664, s0.acc: 94.2988, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2241, s1.loss_cls: 0.0783, s1.acc: 94.4857, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1114, s2.loss_cls: 0.0381, s2.acc: 94.4103, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0523, loss: 1.0880 2022-06-15 21:07:52,655 - mmdet - INFO - Epoch [18][1350/7330] lr: 1.000e-04, eta: 19:56:11, time: 0.467, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1641, s0.acc: 94.3704, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2249, s1.loss_cls: 0.0766, s1.acc: 94.6444, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1124, s2.loss_cls: 0.0375, s2.acc: 94.5877, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0530, loss: 1.0923 2022-06-15 21:08:15,987 - mmdet - INFO - Epoch [18][1400/7330] lr: 1.000e-04, eta: 19:55:37, time: 0.467, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1645, s0.acc: 94.2366, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2301, s1.loss_cls: 0.0772, s1.acc: 94.4008, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1157, s2.loss_cls: 0.0379, s2.acc: 94.3722, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0544, loss: 1.1162 2022-06-15 21:08:39,385 - mmdet - INFO - Epoch [18][1450/7330] lr: 1.000e-04, eta: 19:55:03, time: 0.468, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1659, s0.acc: 94.3396, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2325, s1.loss_cls: 0.0785, s1.acc: 94.4700, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1152, s2.loss_cls: 0.0387, s2.acc: 94.3814, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0538, loss: 1.1181 2022-06-15 21:09:02,455 - mmdet - INFO - Epoch [18][1500/7330] lr: 1.000e-04, eta: 19:54:28, time: 0.461, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1582, s0.acc: 94.4775, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2264, s1.loss_cls: 0.0741, s1.acc: 94.6786, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1136, s2.loss_cls: 0.0365, s2.acc: 94.6527, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0536, loss: 1.0931 2022-06-15 21:09:25,020 - mmdet - INFO - Epoch [18][1550/7330] lr: 1.000e-04, eta: 19:53:51, time: 0.451, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1577, s0.acc: 94.5579, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2237, s1.loss_cls: 0.0746, s1.acc: 94.7199, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1123, s2.loss_cls: 0.0366, s2.acc: 94.6660, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0531, loss: 1.0737 2022-06-15 21:09:47,341 - mmdet - INFO - Epoch [18][1600/7330] lr: 1.000e-04, eta: 19:53:14, time: 0.447, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1662, s0.acc: 94.4011, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2292, s1.loss_cls: 0.0777, s1.acc: 94.6371, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1145, s2.loss_cls: 0.0375, s2.acc: 94.6799, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0534, loss: 1.0967 2022-06-15 21:10:10,177 - mmdet - INFO - Epoch [18][1650/7330] lr: 1.000e-04, eta: 19:52:38, time: 0.454, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1715, s0.acc: 94.1692, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2343, s1.loss_cls: 0.0801, s1.acc: 94.3785, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1159, s2.loss_cls: 0.0391, s2.acc: 94.4207, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.1309 2022-06-15 21:10:32,783 - mmdet - INFO - Epoch [18][1700/7330] lr: 1.000e-04, eta: 19:52:02, time: 0.454, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1683, s0.acc: 94.3276, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2291, s1.loss_cls: 0.0788, s1.acc: 94.4986, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1147, s2.loss_cls: 0.0380, s2.acc: 94.5182, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.1109 2022-06-15 21:10:55,854 - mmdet - INFO - Epoch [18][1750/7330] lr: 1.000e-04, eta: 19:51:28, time: 0.461, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1721, s0.acc: 94.1123, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2291, s1.loss_cls: 0.0813, s1.acc: 94.3522, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1158, s2.loss_cls: 0.0396, s2.acc: 94.3411, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1398 2022-06-15 21:11:18,866 - mmdet - INFO - Epoch [18][1800/7330] lr: 1.000e-04, eta: 19:50:53, time: 0.460, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1694, s0.acc: 94.1045, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2305, s1.loss_cls: 0.0800, s1.acc: 94.3438, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1152, s2.loss_cls: 0.0389, s2.acc: 94.3380, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1258 2022-06-15 21:11:42,111 - mmdet - INFO - Epoch [18][1850/7330] lr: 1.000e-04, eta: 19:50:18, time: 0.465, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1647, s0.acc: 94.3513, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2291, s1.loss_cls: 0.0773, s1.acc: 94.5607, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1142, s2.loss_cls: 0.0377, s2.acc: 94.4916, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.1019 2022-06-15 21:12:05,231 - mmdet - INFO - Epoch [18][1900/7330] lr: 1.000e-04, eta: 19:49:44, time: 0.462, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1571, s0.acc: 94.6348, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2263, s1.loss_cls: 0.0720, s1.acc: 94.9778, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1133, s2.loss_cls: 0.0352, s2.acc: 94.9403, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0532, loss: 1.0758 2022-06-15 21:12:28,787 - mmdet - INFO - Epoch [18][1950/7330] lr: 1.000e-04, eta: 19:49:11, time: 0.471, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1669, s0.acc: 94.2085, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2298, s1.loss_cls: 0.0787, s1.acc: 94.4504, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1155, s2.loss_cls: 0.0383, s2.acc: 94.3691, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0544, loss: 1.1268 2022-06-15 21:12:52,365 - mmdet - INFO - Epoch [18][2000/7330] lr: 1.000e-04, eta: 19:48:37, time: 0.472, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1679, s0.acc: 94.2048, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2270, s1.loss_cls: 0.0809, s1.acc: 94.2668, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1140, s2.loss_cls: 0.0392, s2.acc: 94.1931, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0539, loss: 1.1176 2022-06-15 21:13:16,096 - mmdet - INFO - Epoch [18][2050/7330] lr: 1.000e-04, eta: 19:48:05, time: 0.475, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1664, s0.acc: 94.2798, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2263, s1.loss_cls: 0.0788, s1.acc: 94.4427, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1137, s2.loss_cls: 0.0383, s2.acc: 94.4794, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0536, loss: 1.1095 2022-06-15 21:13:39,827 - mmdet - INFO - Epoch [18][2100/7330] lr: 1.000e-04, eta: 19:47:32, time: 0.472, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1718, s0.acc: 94.1648, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2277, s1.loss_cls: 0.0809, s1.acc: 94.3717, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1138, s2.loss_cls: 0.0391, s2.acc: 94.4052, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.1248 2022-06-15 21:14:03,780 - mmdet - INFO - Epoch [18][2150/7330] lr: 1.000e-04, eta: 19:47:00, time: 0.481, data_time: 0.021, memory: 16073, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1647, s0.acc: 94.4033, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2234, s1.loss_cls: 0.0773, s1.acc: 94.5430, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1124, s2.loss_cls: 0.0379, s2.acc: 94.6140, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.0922 2022-06-15 21:14:27,339 - mmdet - INFO - Epoch [18][2200/7330] lr: 1.000e-04, eta: 19:46:27, time: 0.471, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1672, s0.acc: 94.2673, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2285, s1.loss_cls: 0.0786, s1.acc: 94.4415, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1149, s2.loss_cls: 0.0387, s2.acc: 94.3794, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0544, loss: 1.1099 2022-06-15 21:14:50,826 - mmdet - INFO - Epoch [18][2250/7330] lr: 1.000e-04, eta: 19:45:54, time: 0.470, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1612, s0.acc: 94.3801, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2280, s1.loss_cls: 0.0761, s1.acc: 94.5374, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1141, s2.loss_cls: 0.0378, s2.acc: 94.3749, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0535, loss: 1.1000 2022-06-15 21:15:14,812 - mmdet - INFO - Epoch [18][2300/7330] lr: 1.000e-04, eta: 19:45:22, time: 0.479, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1565, s0.acc: 94.5771, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2205, s1.loss_cls: 0.0741, s1.acc: 94.7347, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1106, s2.loss_cls: 0.0366, s2.acc: 94.6539, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0522, loss: 1.0590 2022-06-15 21:15:38,694 - mmdet - INFO - Epoch [18][2350/7330] lr: 1.000e-04, eta: 19:44:50, time: 0.478, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1660, s0.acc: 94.3010, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2282, s1.loss_cls: 0.0778, s1.acc: 94.5497, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1139, s2.loss_cls: 0.0377, s2.acc: 94.5171, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.1022 2022-06-15 21:16:02,396 - mmdet - INFO - Epoch [18][2400/7330] lr: 1.000e-04, eta: 19:44:17, time: 0.474, data_time: 0.015, memory: 16073, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1674, s0.acc: 94.2913, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2278, s1.loss_cls: 0.0787, s1.acc: 94.5286, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1149, s2.loss_cls: 0.0386, s2.acc: 94.4501, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1115 2022-06-15 21:16:25,836 - mmdet - INFO - Epoch [18][2450/7330] lr: 1.000e-04, eta: 19:43:44, time: 0.469, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1767, s0.acc: 93.9961, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2298, s1.loss_cls: 0.0832, s1.acc: 94.0829, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1142, s2.loss_cls: 0.0409, s2.acc: 94.0075, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1432 2022-06-15 21:16:49,299 - mmdet - INFO - Epoch [18][2500/7330] lr: 1.000e-04, eta: 19:43:10, time: 0.469, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1653, s0.acc: 94.3118, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2289, s1.loss_cls: 0.0780, s1.acc: 94.5421, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1143, s2.loss_cls: 0.0383, s2.acc: 94.4210, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1141 2022-06-15 21:17:12,495 - mmdet - INFO - Epoch [18][2550/7330] lr: 1.000e-04, eta: 19:42:36, time: 0.462, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1643, s0.acc: 94.3962, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2262, s1.loss_cls: 0.0762, s1.acc: 94.6096, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1131, s2.loss_cls: 0.0374, s2.acc: 94.6265, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0534, loss: 1.1002 2022-06-15 21:17:36,618 - mmdet - INFO - Epoch [18][2600/7330] lr: 1.000e-04, eta: 19:42:05, time: 0.485, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1606, s0.acc: 94.5471, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2267, s1.loss_cls: 0.0756, s1.acc: 94.7737, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1126, s2.loss_cls: 0.0365, s2.acc: 94.7897, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0530, loss: 1.0845 2022-06-15 21:18:00,608 - mmdet - INFO - Epoch [18][2650/7330] lr: 1.000e-04, eta: 19:41:33, time: 0.479, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1679, s0.acc: 94.1882, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2311, s1.loss_cls: 0.0787, s1.acc: 94.3936, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1172, s2.loss_cls: 0.0384, s2.acc: 94.5269, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0551, loss: 1.1209 2022-06-15 21:18:24,284 - mmdet - INFO - Epoch [18][2700/7330] lr: 1.000e-04, eta: 19:41:01, time: 0.474, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1735, s0.acc: 94.0115, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2328, s1.loss_cls: 0.0807, s1.acc: 94.3144, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1169, s2.loss_cls: 0.0396, s2.acc: 94.2753, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0557, loss: 1.1449 2022-06-15 21:18:47,246 - mmdet - INFO - Epoch [18][2750/7330] lr: 1.000e-04, eta: 19:40:26, time: 0.459, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1633, s0.acc: 94.4143, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2276, s1.loss_cls: 0.0768, s1.acc: 94.6496, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1153, s2.loss_cls: 0.0373, s2.acc: 94.6240, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1062 2022-06-15 21:19:10,883 - mmdet - INFO - Epoch [18][2800/7330] lr: 1.000e-04, eta: 19:39:53, time: 0.473, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1643, s0.acc: 94.3362, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2314, s1.loss_cls: 0.0774, s1.acc: 94.5479, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1156, s2.loss_cls: 0.0385, s2.acc: 94.4535, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0543, loss: 1.1048 2022-06-15 21:19:34,817 - mmdet - INFO - Epoch [18][2850/7330] lr: 1.000e-04, eta: 19:39:22, time: 0.479, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1755, s0.acc: 93.8750, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2380, s1.loss_cls: 0.0819, s1.acc: 94.1118, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1192, s2.loss_cls: 0.0396, s2.acc: 94.1766, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0561, loss: 1.1619 2022-06-15 21:19:58,348 - mmdet - INFO - Epoch [18][2900/7330] lr: 1.000e-04, eta: 19:38:48, time: 0.467, data_time: 0.016, memory: 16073, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1724, s0.acc: 94.0376, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2272, s1.loss_cls: 0.0815, s1.acc: 94.2573, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1129, s2.loss_cls: 0.0399, s2.acc: 94.2783, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.1193 2022-06-15 21:20:21,727 - mmdet - INFO - Epoch [18][2950/7330] lr: 1.000e-04, eta: 19:38:15, time: 0.471, data_time: 0.026, memory: 16073, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1653, s0.acc: 94.3560, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2309, s1.loss_cls: 0.0777, s1.acc: 94.6140, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1156, s2.loss_cls: 0.0378, s2.acc: 94.4898, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0550, loss: 1.1177 2022-06-15 21:20:45,428 - mmdet - INFO - Epoch [18][3000/7330] lr: 1.000e-04, eta: 19:37:43, time: 0.475, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1670, s0.acc: 94.1672, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2269, s1.loss_cls: 0.0787, s1.acc: 94.4169, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1140, s2.loss_cls: 0.0387, s2.acc: 94.2913, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.1155 2022-06-15 21:21:08,354 - mmdet - INFO - Epoch [18][3050/7330] lr: 1.000e-04, eta: 19:37:08, time: 0.458, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1691, s0.acc: 94.2141, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2252, s1.loss_cls: 0.0793, s1.acc: 94.4273, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1123, s2.loss_cls: 0.0389, s2.acc: 94.3962, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.1143 2022-06-15 21:21:31,544 - mmdet - INFO - Epoch [18][3100/7330] lr: 1.000e-04, eta: 19:36:35, time: 0.464, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1598, s0.acc: 94.4841, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2273, s1.loss_cls: 0.0752, s1.acc: 94.7409, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1140, s2.loss_cls: 0.0373, s2.acc: 94.6092, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0537, loss: 1.0831 2022-06-15 21:21:54,687 - mmdet - INFO - Epoch [18][3150/7330] lr: 1.000e-04, eta: 19:36:01, time: 0.463, data_time: 0.018, memory: 16073, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1603, s0.acc: 94.4199, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2273, s1.loss_cls: 0.0763, s1.acc: 94.6684, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1148, s2.loss_cls: 0.0377, s2.acc: 94.5163, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0544, loss: 1.0988 2022-06-15 21:22:18,330 - mmdet - INFO - Epoch [18][3200/7330] lr: 1.000e-04, eta: 19:35:28, time: 0.473, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1657, s0.acc: 94.2910, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2330, s1.loss_cls: 0.0783, s1.acc: 94.4053, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1149, s2.loss_cls: 0.0385, s2.acc: 94.2908, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1278 2022-06-15 21:22:42,082 - mmdet - INFO - Epoch [18][3250/7330] lr: 1.000e-04, eta: 19:34:56, time: 0.475, data_time: 0.019, memory: 16073, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1608, s0.acc: 94.4285, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2275, s1.loss_cls: 0.0757, s1.acc: 94.6438, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1149, s2.loss_cls: 0.0372, s2.acc: 94.5455, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.0972 2022-06-15 21:23:05,527 - mmdet - INFO - Epoch [18][3300/7330] lr: 1.000e-04, eta: 19:34:23, time: 0.469, data_time: 0.013, memory: 16073, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1573, s0.acc: 94.6482, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2229, s1.loss_cls: 0.0749, s1.acc: 94.7810, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1120, s2.loss_cls: 0.0369, s2.acc: 94.7162, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.0729 2022-06-15 21:23:29,748 - mmdet - INFO - Epoch [18][3350/7330] lr: 1.000e-04, eta: 19:33:52, time: 0.485, data_time: 0.020, memory: 16073, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1793, s0.acc: 93.7253, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2331, s1.loss_cls: 0.0841, s1.acc: 93.9360, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1154, s2.loss_cls: 0.0411, s2.acc: 93.9013, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0541, loss: 1.1715 2022-06-15 21:23:54,326 - mmdet - INFO - Epoch [18][3400/7330] lr: 1.000e-04, eta: 19:33:22, time: 0.492, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1740, s0.acc: 93.9705, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2307, s1.loss_cls: 0.0815, s1.acc: 94.1653, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1146, s2.loss_cls: 0.0402, s2.acc: 94.0885, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1409 2022-06-15 21:24:18,425 - mmdet - INFO - Epoch [18][3450/7330] lr: 1.000e-04, eta: 19:32:51, time: 0.482, data_time: 0.014, memory: 16073, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1686, s0.acc: 94.1111, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2290, s1.loss_cls: 0.0791, s1.acc: 94.3726, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1148, s2.loss_cls: 0.0385, s2.acc: 94.3903, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0542, loss: 1.1296 2022-06-15 21:24:42,679 - mmdet - INFO - Epoch [18][3500/7330] lr: 1.000e-04, eta: 19:32:21, time: 0.485, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1600, s0.acc: 94.4319, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2280, s1.loss_cls: 0.0755, s1.acc: 94.6137, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1151, s2.loss_cls: 0.0372, s2.acc: 94.4724, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0544, loss: 1.1034 2022-06-15 21:25:06,802 - mmdet - INFO - Epoch [18][3550/7330] lr: 1.000e-04, eta: 19:31:50, time: 0.483, data_time: 0.023, memory: 16073, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1743, s0.acc: 93.9343, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2265, s1.loss_cls: 0.0820, s1.acc: 94.1395, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1131, s2.loss_cls: 0.0402, s2.acc: 94.0638, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.1419 2022-06-15 21:25:30,514 - mmdet - INFO - Epoch [18][3600/7330] lr: 1.000e-04, eta: 19:31:18, time: 0.474, data_time: 0.017, memory: 16073, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1705, s0.acc: 94.2163, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2296, s1.loss_cls: 0.0824, s1.acc: 94.2667, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1160, s2.loss_cls: 0.0403, s2.acc: 94.1983, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0547, loss: 1.1332 2022-06-15 21:25:54,851 - mmdet - INFO - Epoch [18][3650/7330] lr: 1.000e-04, eta: 19:30:47, time: 0.487, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1584, s0.acc: 94.5642, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2235, s1.loss_cls: 0.0747, s1.acc: 94.6892, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1131, s2.loss_cls: 0.0367, s2.acc: 94.6822, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.0804 2022-06-15 21:26:18,488 - mmdet - INFO - Epoch [18][3700/7330] lr: 1.000e-04, eta: 19:30:15, time: 0.473, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1724, s0.acc: 93.9778, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2323, s1.loss_cls: 0.0807, s1.acc: 94.1336, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1159, s2.loss_cls: 0.0394, s2.acc: 94.1616, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0545, loss: 1.1411 2022-06-15 21:26:42,112 - mmdet - INFO - Epoch [18][3750/7330] lr: 1.000e-04, eta: 19:29:43, time: 0.472, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1708, s0.acc: 94.0503, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2276, s1.loss_cls: 0.0817, s1.acc: 94.1626, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1145, s2.loss_cls: 0.0406, s2.acc: 94.0654, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0538, loss: 1.1406 2022-06-15 21:27:05,554 - mmdet - INFO - Epoch [18][3800/7330] lr: 1.000e-04, eta: 19:29:10, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1685, s0.acc: 94.2900, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2297, s1.loss_cls: 0.0785, s1.acc: 94.4762, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1146, s2.loss_cls: 0.0388, s2.acc: 94.4132, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0543, loss: 1.1173 2022-06-15 21:27:28,680 - mmdet - INFO - Epoch [18][3850/7330] lr: 1.000e-04, eta: 19:28:36, time: 0.463, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1728, s0.acc: 93.9404, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2350, s1.loss_cls: 0.0822, s1.acc: 94.1471, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1185, s2.loss_cls: 0.0404, s2.acc: 94.1215, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0555, loss: 1.1498 2022-06-15 21:27:51,766 - mmdet - INFO - Epoch [18][3900/7330] lr: 1.000e-04, eta: 19:28:02, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1719, s0.acc: 94.0034, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2342, s1.loss_cls: 0.0812, s1.acc: 94.1661, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1167, s2.loss_cls: 0.0401, s2.acc: 94.1211, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0554, loss: 1.1342 2022-06-15 21:28:15,196 - mmdet - INFO - Epoch [18][3950/7330] lr: 1.000e-04, eta: 19:27:29, time: 0.469, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1719, s0.acc: 94.2056, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2253, s1.loss_cls: 0.0813, s1.acc: 94.3718, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1129, s2.loss_cls: 0.0401, s2.acc: 94.2349, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1250 2022-06-15 21:28:39,119 - mmdet - INFO - Epoch [18][4000/7330] lr: 1.000e-04, eta: 19:26:58, time: 0.478, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1722, s0.acc: 94.1450, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2322, s1.loss_cls: 0.0814, s1.acc: 94.2869, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1155, s2.loss_cls: 0.0401, s2.acc: 94.1313, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0541, loss: 1.1367 2022-06-15 21:29:03,177 - mmdet - INFO - Epoch [18][4050/7330] lr: 1.000e-04, eta: 19:26:27, time: 0.481, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1717, s0.acc: 94.0618, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2315, s1.loss_cls: 0.0805, s1.acc: 94.2739, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1161, s2.loss_cls: 0.0392, s2.acc: 94.1288, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0546, loss: 1.1448 2022-06-15 21:29:26,606 - mmdet - INFO - Epoch [18][4100/7330] lr: 1.000e-04, eta: 19:25:54, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1769, s0.acc: 93.9790, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2251, s1.loss_cls: 0.0835, s1.acc: 94.1705, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1134, s2.loss_cls: 0.0407, s2.acc: 94.1580, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.1282 2022-06-15 21:29:49,785 - mmdet - INFO - Epoch [18][4150/7330] lr: 1.000e-04, eta: 19:25:21, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1625, s0.acc: 94.4807, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2291, s1.loss_cls: 0.0765, s1.acc: 94.7187, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1156, s2.loss_cls: 0.0373, s2.acc: 94.7438, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0548, loss: 1.1048 2022-06-15 21:30:13,278 - mmdet - INFO - Epoch [18][4200/7330] lr: 1.000e-04, eta: 19:24:48, time: 0.470, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1721, s0.acc: 94.1079, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2305, s1.loss_cls: 0.0806, s1.acc: 94.2598, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1145, s2.loss_cls: 0.0392, s2.acc: 94.2949, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0541, loss: 1.1296 2022-06-15 21:30:36,458 - mmdet - INFO - Epoch [18][4250/7330] lr: 1.000e-04, eta: 19:24:15, time: 0.464, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1691, s0.acc: 94.1887, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2287, s1.loss_cls: 0.0797, s1.acc: 94.3738, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1152, s2.loss_cls: 0.0397, s2.acc: 94.2744, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0546, loss: 1.1373 2022-06-15 21:30:59,613 - mmdet - INFO - Epoch [18][4300/7330] lr: 1.000e-04, eta: 19:23:41, time: 0.463, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1695, s0.acc: 94.3423, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2304, s1.loss_cls: 0.0794, s1.acc: 94.5290, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1162, s2.loss_cls: 0.0393, s2.acc: 94.3581, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0552, loss: 1.1229 2022-06-15 21:31:22,841 - mmdet - INFO - Epoch [18][4350/7330] lr: 1.000e-04, eta: 19:23:08, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1723, s0.acc: 94.1047, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2363, s1.loss_cls: 0.0812, s1.acc: 94.2739, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1180, s2.loss_cls: 0.0398, s2.acc: 94.2570, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0558, loss: 1.1441 2022-06-15 21:31:46,005 - mmdet - INFO - Epoch [18][4400/7330] lr: 1.000e-04, eta: 19:22:35, time: 0.464, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1650, s0.acc: 94.4360, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2297, s1.loss_cls: 0.0778, s1.acc: 94.6541, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1144, s2.loss_cls: 0.0377, s2.acc: 94.5476, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1115 2022-06-15 21:32:08,959 - mmdet - INFO - Epoch [18][4450/7330] lr: 1.000e-04, eta: 19:22:01, time: 0.459, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1732, s0.acc: 93.9822, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2365, s1.loss_cls: 0.0811, s1.acc: 94.2198, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1172, s2.loss_cls: 0.0397, s2.acc: 94.2048, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0550, loss: 1.1475 2022-06-15 21:32:32,427 - mmdet - INFO - Epoch [18][4500/7330] lr: 1.000e-04, eta: 19:21:28, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1750, s0.acc: 94.0493, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2279, s1.loss_cls: 0.0829, s1.acc: 94.2438, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1142, s2.loss_cls: 0.0408, s2.acc: 94.2339, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1323 2022-06-15 21:32:56,144 - mmdet - INFO - Epoch [18][4550/7330] lr: 1.000e-04, eta: 19:20:56, time: 0.474, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1630, s0.acc: 94.4202, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2242, s1.loss_cls: 0.0764, s1.acc: 94.6428, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1122, s2.loss_cls: 0.0369, s2.acc: 94.6109, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.0904 2022-06-15 21:33:19,954 - mmdet - INFO - Epoch [18][4600/7330] lr: 1.000e-04, eta: 19:20:25, time: 0.476, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1768, s0.acc: 93.9670, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2299, s1.loss_cls: 0.0827, s1.acc: 94.1533, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1141, s2.loss_cls: 0.0398, s2.acc: 94.1809, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0538, loss: 1.1446 2022-06-15 21:33:43,568 - mmdet - INFO - Epoch [18][4650/7330] lr: 1.000e-04, eta: 19:19:53, time: 0.473, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1693, s0.acc: 94.2600, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2343, s1.loss_cls: 0.0787, s1.acc: 94.5806, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1154, s2.loss_cls: 0.0388, s2.acc: 94.4662, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1254 2022-06-15 21:34:07,164 - mmdet - INFO - Epoch [18][4700/7330] lr: 1.000e-04, eta: 19:19:21, time: 0.472, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1824, s0.acc: 93.8062, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2314, s1.loss_cls: 0.0855, s1.acc: 93.9502, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1158, s2.loss_cls: 0.0417, s2.acc: 93.9737, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0546, loss: 1.1663 2022-06-15 21:34:30,670 - mmdet - INFO - Epoch [18][4750/7330] lr: 1.000e-04, eta: 19:18:48, time: 0.468, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1691, s0.acc: 94.2720, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2307, s1.loss_cls: 0.0787, s1.acc: 94.5290, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1158, s2.loss_cls: 0.0380, s2.acc: 94.5801, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0544, loss: 1.1273 2022-06-15 21:34:54,486 - mmdet - INFO - Epoch [18][4800/7330] lr: 1.000e-04, eta: 19:18:17, time: 0.479, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1686, s0.acc: 94.3064, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2269, s1.loss_cls: 0.0801, s1.acc: 94.4523, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1128, s2.loss_cls: 0.0392, s2.acc: 94.4153, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.1132 2022-06-15 21:35:18,267 - mmdet - INFO - Epoch [18][4850/7330] lr: 1.000e-04, eta: 19:17:46, time: 0.476, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1643, s0.acc: 94.3706, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2365, s1.loss_cls: 0.0774, s1.acc: 94.6199, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1170, s2.loss_cls: 0.0381, s2.acc: 94.4792, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0549, loss: 1.1196 2022-06-15 21:35:41,706 - mmdet - INFO - Epoch [18][4900/7330] lr: 1.000e-04, eta: 19:17:13, time: 0.469, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1654, s0.acc: 94.2344, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2336, s1.loss_cls: 0.0779, s1.acc: 94.4262, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1161, s2.loss_cls: 0.0375, s2.acc: 94.4500, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0547, loss: 1.1168 2022-06-15 21:36:05,429 - mmdet - INFO - Epoch [18][4950/7330] lr: 1.000e-04, eta: 19:16:41, time: 0.474, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1681, s0.acc: 94.2422, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2371, s1.loss_cls: 0.0793, s1.acc: 94.4581, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1178, s2.loss_cls: 0.0386, s2.acc: 94.4279, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0552, loss: 1.1486 2022-06-15 21:36:28,602 - mmdet - INFO - Epoch [18][5000/7330] lr: 1.000e-04, eta: 19:16:08, time: 0.463, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1668, s0.acc: 94.2856, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2236, s1.loss_cls: 0.0789, s1.acc: 94.4511, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1121, s2.loss_cls: 0.0383, s2.acc: 94.4473, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0531, loss: 1.1026 2022-06-15 21:36:52,236 - mmdet - INFO - Epoch [18][5050/7330] lr: 1.000e-04, eta: 19:15:36, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1759, s0.acc: 93.8660, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2318, s1.loss_cls: 0.0827, s1.acc: 94.1341, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1164, s2.loss_cls: 0.0404, s2.acc: 94.1525, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0545, loss: 1.1526 2022-06-15 21:37:15,207 - mmdet - INFO - Epoch [18][5100/7330] lr: 1.000e-04, eta: 19:15:03, time: 0.460, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1680, s0.acc: 94.2693, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2184, s1.loss_cls: 0.0798, s1.acc: 94.4377, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1101, s2.loss_cls: 0.0395, s2.acc: 94.3152, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0517, loss: 1.0949 2022-06-15 21:37:38,291 - mmdet - INFO - Epoch [18][5150/7330] lr: 1.000e-04, eta: 19:14:30, time: 0.462, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1797, s0.acc: 93.8745, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2312, s1.loss_cls: 0.0833, s1.acc: 94.1841, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1149, s2.loss_cls: 0.0412, s2.acc: 94.0291, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0540, loss: 1.1693 2022-06-15 21:38:01,616 - mmdet - INFO - Epoch [18][5200/7330] lr: 1.000e-04, eta: 19:13:57, time: 0.466, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1810, s0.acc: 93.8232, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2306, s1.loss_cls: 0.0852, s1.acc: 94.0100, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1153, s2.loss_cls: 0.0413, s2.acc: 93.9066, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0543, loss: 1.1614 2022-06-15 21:38:24,764 - mmdet - INFO - Epoch [18][5250/7330] lr: 1.000e-04, eta: 19:13:24, time: 0.463, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1671, s0.acc: 94.3438, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2203, s1.loss_cls: 0.0779, s1.acc: 94.5979, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1111, s2.loss_cls: 0.0381, s2.acc: 94.5580, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.0912 2022-06-15 21:38:48,291 - mmdet - INFO - Epoch [18][5300/7330] lr: 1.000e-04, eta: 19:12:52, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1669, s0.acc: 94.2571, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2311, s1.loss_cls: 0.0795, s1.acc: 94.3635, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1152, s2.loss_cls: 0.0388, s2.acc: 94.3783, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0544, loss: 1.1122 2022-06-15 21:39:12,114 - mmdet - INFO - Epoch [18][5350/7330] lr: 1.000e-04, eta: 19:12:21, time: 0.476, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1815, s0.acc: 93.6147, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2371, s1.loss_cls: 0.0876, s1.acc: 93.7666, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1173, s2.loss_cls: 0.0426, s2.acc: 93.8118, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0552, loss: 1.1872 2022-06-15 21:39:35,692 - mmdet - INFO - Epoch [18][5400/7330] lr: 1.000e-04, eta: 19:11:49, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1675, s0.acc: 94.2400, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2309, s1.loss_cls: 0.0802, s1.acc: 94.3666, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1158, s2.loss_cls: 0.0396, s2.acc: 94.3553, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0546, loss: 1.1241 2022-06-15 21:39:59,322 - mmdet - INFO - Epoch [18][5450/7330] lr: 1.000e-04, eta: 19:11:17, time: 0.470, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1718, s0.acc: 94.0388, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2309, s1.loss_cls: 0.0811, s1.acc: 94.1931, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1146, s2.loss_cls: 0.0401, s2.acc: 94.0712, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1377 2022-06-15 21:40:22,330 - mmdet - INFO - Epoch [18][5500/7330] lr: 1.000e-04, eta: 19:10:44, time: 0.463, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1578, s0.acc: 94.5779, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2219, s1.loss_cls: 0.0748, s1.acc: 94.7701, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1116, s2.loss_cls: 0.0372, s2.acc: 94.5961, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0525, loss: 1.0664 2022-06-15 21:40:45,863 - mmdet - INFO - Epoch [18][5550/7330] lr: 1.000e-04, eta: 19:10:12, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1727, s0.acc: 93.9536, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2262, s1.loss_cls: 0.0827, s1.acc: 94.0455, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1146, s2.loss_cls: 0.0404, s2.acc: 93.9577, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0541, loss: 1.1295 2022-06-15 21:41:09,173 - mmdet - INFO - Epoch [18][5600/7330] lr: 1.000e-04, eta: 19:09:39, time: 0.466, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1753, s0.acc: 93.8796, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2282, s1.loss_cls: 0.0816, s1.acc: 94.1411, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1131, s2.loss_cls: 0.0400, s2.acc: 94.0929, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0536, loss: 1.1393 2022-06-15 21:41:32,278 - mmdet - INFO - Epoch [18][5650/7330] lr: 1.000e-04, eta: 19:09:06, time: 0.463, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1738, s0.acc: 94.0005, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2323, s1.loss_cls: 0.0832, s1.acc: 94.1498, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1156, s2.loss_cls: 0.0410, s2.acc: 94.0496, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0543, loss: 1.1387 2022-06-15 21:41:55,527 - mmdet - INFO - Epoch [18][5700/7330] lr: 1.000e-04, eta: 19:08:33, time: 0.465, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1811, s0.acc: 93.9473, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2274, s1.loss_cls: 0.0851, s1.acc: 94.0684, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1127, s2.loss_cls: 0.0413, s2.acc: 93.9952, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.1386 2022-06-15 21:42:18,953 - mmdet - INFO - Epoch [18][5750/7330] lr: 1.000e-04, eta: 19:08:01, time: 0.468, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1731, s0.acc: 94.2273, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2213, s1.loss_cls: 0.0815, s1.acc: 94.3879, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1117, s2.loss_cls: 0.0397, s2.acc: 94.3761, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.1080 2022-06-15 21:42:42,171 - mmdet - INFO - Epoch [18][5800/7330] lr: 1.000e-04, eta: 19:07:28, time: 0.464, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1809, s0.acc: 93.9065, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2247, s1.loss_cls: 0.0850, s1.acc: 94.0969, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1127, s2.loss_cls: 0.0415, s2.acc: 93.9822, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0532, loss: 1.1377 2022-06-15 21:43:05,347 - mmdet - INFO - Epoch [18][5850/7330] lr: 1.000e-04, eta: 19:06:56, time: 0.463, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1715, s0.acc: 94.1470, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2242, s1.loss_cls: 0.0821, s1.acc: 94.3140, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1119, s2.loss_cls: 0.0402, s2.acc: 94.1779, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.1153 2022-06-15 21:43:27,685 - mmdet - INFO - Epoch [18][5900/7330] lr: 1.000e-04, eta: 19:06:21, time: 0.447, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1676, s0.acc: 94.2603, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2200, s1.loss_cls: 0.0788, s1.acc: 94.3949, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1107, s2.loss_cls: 0.0388, s2.acc: 94.2302, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0526, loss: 1.0915 2022-06-15 21:43:50,176 - mmdet - INFO - Epoch [18][5950/7330] lr: 1.000e-04, eta: 19:05:46, time: 0.450, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1763, s0.acc: 94.0161, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2338, s1.loss_cls: 0.0838, s1.acc: 94.2248, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1166, s2.loss_cls: 0.0411, s2.acc: 94.1317, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0553, loss: 1.1505 2022-06-15 21:44:12,892 - mmdet - INFO - Epoch [18][6000/7330] lr: 1.000e-04, eta: 19:05:12, time: 0.454, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1574, s0.acc: 94.4111, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2249, s1.loss_cls: 0.0734, s1.acc: 94.6498, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1123, s2.loss_cls: 0.0364, s2.acc: 94.4945, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0526, loss: 1.0895 2022-06-15 21:44:35,987 - mmdet - INFO - Epoch [18][6050/7330] lr: 1.000e-04, eta: 19:04:39, time: 0.462, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1643, s0.acc: 94.2878, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2296, s1.loss_cls: 0.0773, s1.acc: 94.4481, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1153, s2.loss_cls: 0.0382, s2.acc: 94.2836, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0547, loss: 1.1138 2022-06-15 21:44:58,955 - mmdet - INFO - Epoch [18][6100/7330] lr: 1.000e-04, eta: 19:04:06, time: 0.459, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1736, s0.acc: 94.0164, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2294, s1.loss_cls: 0.0812, s1.acc: 94.2591, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1152, s2.loss_cls: 0.0395, s2.acc: 94.1455, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0545, loss: 1.1445 2022-06-15 21:45:21,574 - mmdet - INFO - Epoch [18][6150/7330] lr: 1.000e-04, eta: 19:03:32, time: 0.452, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1695, s0.acc: 94.2151, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2316, s1.loss_cls: 0.0807, s1.acc: 94.3505, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1154, s2.loss_cls: 0.0391, s2.acc: 94.2646, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0545, loss: 1.1218 2022-06-15 21:45:44,720 - mmdet - INFO - Epoch [18][6200/7330] lr: 1.000e-04, eta: 19:02:59, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1680, s0.acc: 94.2014, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2326, s1.loss_cls: 0.0796, s1.acc: 94.4224, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1163, s2.loss_cls: 0.0391, s2.acc: 94.3609, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0544, loss: 1.1272 2022-06-15 21:46:10,299 - mmdet - INFO - Epoch [18][6250/7330] lr: 1.000e-04, eta: 19:02:33, time: 0.512, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1657, s0.acc: 94.2251, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2268, s1.loss_cls: 0.0790, s1.acc: 94.3315, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1134, s2.loss_cls: 0.0387, s2.acc: 94.3523, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0534, loss: 1.1039 2022-06-15 21:46:33,586 - mmdet - INFO - Epoch [18][6300/7330] lr: 1.000e-04, eta: 19:02:00, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1622, s0.acc: 94.3782, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2269, s1.loss_cls: 0.0775, s1.acc: 94.4981, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1147, s2.loss_cls: 0.0383, s2.acc: 94.4291, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0542, loss: 1.1058 2022-06-15 21:46:56,991 - mmdet - INFO - Epoch [18][6350/7330] lr: 1.000e-04, eta: 19:01:28, time: 0.468, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1687, s0.acc: 94.2161, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2272, s1.loss_cls: 0.0799, s1.acc: 94.4183, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1136, s2.loss_cls: 0.0389, s2.acc: 94.3797, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.1145 2022-06-15 21:47:20,370 - mmdet - INFO - Epoch [18][6400/7330] lr: 1.000e-04, eta: 19:00:56, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1731, s0.acc: 94.1050, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2272, s1.loss_cls: 0.0825, s1.acc: 94.2144, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1130, s2.loss_cls: 0.0403, s2.acc: 94.1902, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0535, loss: 1.1274 2022-06-15 21:47:43,837 - mmdet - INFO - Epoch [18][6450/7330] lr: 1.000e-04, eta: 19:00:25, time: 0.470, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1715, s0.acc: 94.1128, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2266, s1.loss_cls: 0.0806, s1.acc: 94.2554, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1135, s2.loss_cls: 0.0387, s2.acc: 94.3079, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1313 2022-06-15 21:48:07,956 - mmdet - INFO - Epoch [18][6500/7330] lr: 1.000e-04, eta: 18:59:54, time: 0.482, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1759, s0.acc: 94.0142, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2357, s1.loss_cls: 0.0829, s1.acc: 94.1745, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1175, s2.loss_cls: 0.0404, s2.acc: 94.2669, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0551, loss: 1.1480 2022-06-15 21:48:31,907 - mmdet - INFO - Epoch [18][6550/7330] lr: 1.000e-04, eta: 18:59:24, time: 0.479, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1813, s0.acc: 93.8672, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2401, s1.loss_cls: 0.0856, s1.acc: 94.0755, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1189, s2.loss_cls: 0.0419, s2.acc: 93.9961, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0561, loss: 1.1763 2022-06-15 21:48:56,101 - mmdet - INFO - Epoch [18][6600/7330] lr: 1.000e-04, eta: 18:58:54, time: 0.482, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1750, s0.acc: 94.0352, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2263, s1.loss_cls: 0.0825, s1.acc: 94.2093, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1131, s2.loss_cls: 0.0402, s2.acc: 94.2529, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.1359 2022-06-15 21:49:19,700 - mmdet - INFO - Epoch [18][6650/7330] lr: 1.000e-04, eta: 18:58:23, time: 0.474, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1698, s0.acc: 94.1992, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2363, s1.loss_cls: 0.0799, s1.acc: 94.4022, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1178, s2.loss_cls: 0.0391, s2.acc: 94.3128, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0553, loss: 1.1344 2022-06-15 21:49:43,014 - mmdet - INFO - Epoch [18][6700/7330] lr: 1.000e-04, eta: 18:57:51, time: 0.466, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1713, s0.acc: 94.0771, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2315, s1.loss_cls: 0.0813, s1.acc: 94.2387, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1153, s2.loss_cls: 0.0401, s2.acc: 94.1957, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0540, loss: 1.1302 2022-06-15 21:50:07,005 - mmdet - INFO - Epoch [18][6750/7330] lr: 1.000e-04, eta: 18:57:20, time: 0.480, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1711, s0.acc: 94.0757, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2326, s1.loss_cls: 0.0806, s1.acc: 94.2327, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1159, s2.loss_cls: 0.0397, s2.acc: 94.1851, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0547, loss: 1.1433 2022-06-15 21:50:30,373 - mmdet - INFO - Epoch [18][6800/7330] lr: 1.000e-04, eta: 18:56:48, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1817, s0.acc: 93.8801, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2300, s1.loss_cls: 0.0861, s1.acc: 93.9414, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1137, s2.loss_cls: 0.0418, s2.acc: 93.9785, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1520 2022-06-15 21:50:55,084 - mmdet - INFO - Epoch [18][6850/7330] lr: 1.000e-04, eta: 18:56:20, time: 0.494, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1608, s0.acc: 94.4153, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2262, s1.loss_cls: 0.0762, s1.acc: 94.6402, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1123, s2.loss_cls: 0.0375, s2.acc: 94.6027, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0527, loss: 1.0791 2022-06-15 21:51:18,542 - mmdet - INFO - Epoch [18][6900/7330] lr: 1.000e-04, eta: 18:55:48, time: 0.469, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1724, s0.acc: 94.1880, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2283, s1.loss_cls: 0.0810, s1.acc: 94.3547, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1149, s2.loss_cls: 0.0393, s2.acc: 94.3372, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0541, loss: 1.1272 2022-06-15 21:51:41,859 - mmdet - INFO - Epoch [18][6950/7330] lr: 1.000e-04, eta: 18:55:16, time: 0.466, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1633, s0.acc: 94.4065, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2230, s1.loss_cls: 0.0768, s1.acc: 94.7365, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1130, s2.loss_cls: 0.0378, s2.acc: 94.5812, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0531, loss: 1.0980 2022-06-15 21:52:05,290 - mmdet - INFO - Epoch [18][7000/7330] lr: 1.000e-04, eta: 18:54:44, time: 0.469, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1617, s0.acc: 94.3806, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2290, s1.loss_cls: 0.0759, s1.acc: 94.5708, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1147, s2.loss_cls: 0.0373, s2.acc: 94.4667, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.0994 2022-06-15 21:52:28,449 - mmdet - INFO - Epoch [18][7050/7330] lr: 1.000e-04, eta: 18:54:12, time: 0.463, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1741, s0.acc: 93.9985, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2342, s1.loss_cls: 0.0823, s1.acc: 94.1888, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1162, s2.loss_cls: 0.0403, s2.acc: 94.0665, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0544, loss: 1.1350 2022-06-15 21:52:51,780 - mmdet - INFO - Epoch [18][7100/7330] lr: 1.000e-04, eta: 18:53:40, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1687, s0.acc: 94.1755, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2327, s1.loss_cls: 0.0798, s1.acc: 94.2990, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1172, s2.loss_cls: 0.0386, s2.acc: 94.2525, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0553, loss: 1.1226 2022-06-15 21:53:18,546 - mmdet - INFO - Epoch [18][7150/7330] lr: 1.000e-04, eta: 18:53:17, time: 0.535, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1630, s0.acc: 94.4536, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2319, s1.loss_cls: 0.0769, s1.acc: 94.6569, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1164, s2.loss_cls: 0.0374, s2.acc: 94.5868, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1055 2022-06-15 21:53:41,978 - mmdet - INFO - Epoch [18][7200/7330] lr: 1.000e-04, eta: 18:52:45, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1772, s0.acc: 93.9739, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2322, s1.loss_cls: 0.0833, s1.acc: 94.0908, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1149, s2.loss_cls: 0.0406, s2.acc: 94.0484, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0538, loss: 1.1436 2022-06-15 21:54:05,194 - mmdet - INFO - Epoch [18][7250/7330] lr: 1.000e-04, eta: 18:52:13, time: 0.465, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1698, s0.acc: 94.1602, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2336, s1.loss_cls: 0.0808, s1.acc: 94.3398, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1164, s2.loss_cls: 0.0396, s2.acc: 94.2716, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0550, loss: 1.1343 2022-06-15 21:54:28,426 - mmdet - INFO - Epoch [18][7300/7330] lr: 1.000e-04, eta: 18:51:41, time: 0.464, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1697, s0.acc: 94.1926, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2351, s1.loss_cls: 0.0801, s1.acc: 94.3230, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1172, s2.loss_cls: 0.0389, s2.acc: 94.3186, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0549, loss: 1.1349 2022-06-15 21:55:00,859 - mmdet - INFO - Saving checkpoint at 18 epochs 2022-06-15 21:59:15,743 - mmdet - INFO - Evaluating bbox... 2022-06-15 21:59:42,658 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.463 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.647 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.501 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.305 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.495 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.763 2022-06-15 21:59:42,660 - mmdet - INFO - Evaluating segm... 2022-06-15 22:00:10,956 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.399 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.619 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.429 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.217 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.428 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.341 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.565 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.689 2022-06-15 22:00:11,505 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 22:00:11,505 - mmdet - INFO - Epoch(val) [18][625] bbox_mAP: 0.4630, bbox_mAP_50: 0.6470, bbox_mAP_75: 0.5010, bbox_mAP_s: 0.3050, bbox_mAP_m: 0.4950, bbox_mAP_l: 0.6130, bbox_mAP_copypaste: 0.463 0.647 0.501 0.305 0.495 0.613, segm_mAP: 0.3990, segm_mAP_50: 0.6190, segm_mAP_75: 0.4290, segm_mAP_s: 0.2170, segm_mAP_m: 0.4280, segm_mAP_l: 0.5810, segm_mAP_copypaste: 0.399 0.619 0.429 0.217 0.428 0.581 2022-06-15 22:06:36,341 - mmdet - INFO - Epoch [19][50/7330] lr: 1.000e-04, eta: 19:05:42, time: 7.696, data_time: 7.222, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1681, s0.acc: 94.1423, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2319, s1.loss_cls: 0.0781, s1.acc: 94.3880, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1159, s2.loss_cls: 0.0387, s2.acc: 94.3174, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0543, loss: 1.1278 2022-06-15 22:06:59,874 - mmdet - INFO - Epoch [19][100/7330] lr: 1.000e-04, eta: 19:05:10, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1616, s0.acc: 94.5471, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2227, s1.loss_cls: 0.0753, s1.acc: 94.7143, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1111, s2.loss_cls: 0.0365, s2.acc: 94.6660, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0525, loss: 1.0610 2022-06-15 22:07:23,619 - mmdet - INFO - Epoch [19][150/7330] lr: 1.000e-04, eta: 19:04:38, time: 0.475, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1596, s0.acc: 94.4092, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2265, s1.loss_cls: 0.0755, s1.acc: 94.6484, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1132, s2.loss_cls: 0.0370, s2.acc: 94.5149, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.0924 2022-06-15 22:07:47,436 - mmdet - INFO - Epoch [19][200/7330] lr: 1.000e-04, eta: 19:04:06, time: 0.476, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1595, s0.acc: 94.4890, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2198, s1.loss_cls: 0.0747, s1.acc: 94.7494, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1091, s2.loss_cls: 0.0366, s2.acc: 94.6720, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0514, loss: 1.0759 2022-06-15 22:08:11,931 - mmdet - INFO - Epoch [19][250/7330] lr: 1.000e-04, eta: 19:03:36, time: 0.490, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1648, s0.acc: 94.2737, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2203, s1.loss_cls: 0.0777, s1.acc: 94.3862, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1118, s2.loss_cls: 0.0385, s2.acc: 94.2861, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.0958 2022-06-15 22:08:35,722 - mmdet - INFO - Epoch [19][300/7330] lr: 1.000e-04, eta: 19:03:04, time: 0.475, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1669, s0.acc: 94.2314, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2277, s1.loss_cls: 0.0780, s1.acc: 94.4360, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1133, s2.loss_cls: 0.0385, s2.acc: 94.3436, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0535, loss: 1.1239 2022-06-15 22:08:59,433 - mmdet - INFO - Epoch [19][350/7330] lr: 1.000e-04, eta: 19:02:32, time: 0.475, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1604, s0.acc: 94.4878, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2240, s1.loss_cls: 0.0757, s1.acc: 94.6659, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1125, s2.loss_cls: 0.0372, s2.acc: 94.5501, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0529, loss: 1.0687 2022-06-15 22:09:22,522 - mmdet - INFO - Epoch [19][400/7330] lr: 1.000e-04, eta: 19:01:58, time: 0.462, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1583, s0.acc: 94.5291, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2250, s1.loss_cls: 0.0742, s1.acc: 94.7084, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1136, s2.loss_cls: 0.0364, s2.acc: 94.7081, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0538, loss: 1.0737 2022-06-15 22:09:46,259 - mmdet - INFO - Epoch [19][450/7330] lr: 1.000e-04, eta: 19:01:27, time: 0.475, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1710, s0.acc: 94.1536, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2215, s1.loss_cls: 0.0802, s1.acc: 94.4023, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1109, s2.loss_cls: 0.0390, s2.acc: 94.4175, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0523, loss: 1.1089 2022-06-15 22:10:09,913 - mmdet - INFO - Epoch [19][500/7330] lr: 1.000e-04, eta: 19:00:54, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1627, s0.acc: 94.3486, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2256, s1.loss_cls: 0.0762, s1.acc: 94.5292, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1132, s2.loss_cls: 0.0373, s2.acc: 94.5308, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0536, loss: 1.0893 2022-06-15 22:10:33,574 - mmdet - INFO - Epoch [19][550/7330] lr: 1.000e-04, eta: 19:00:22, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1743, s0.acc: 94.0569, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2276, s1.loss_cls: 0.0822, s1.acc: 94.2110, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1145, s2.loss_cls: 0.0399, s2.acc: 94.2165, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1316 2022-06-15 22:10:57,040 - mmdet - INFO - Epoch [19][600/7330] lr: 1.000e-04, eta: 18:59:50, time: 0.469, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1595, s0.acc: 94.5259, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2247, s1.loss_cls: 0.0742, s1.acc: 94.7784, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1120, s2.loss_cls: 0.0363, s2.acc: 94.6877, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0529, loss: 1.0851 2022-06-15 22:11:20,385 - mmdet - INFO - Epoch [19][650/7330] lr: 1.000e-04, eta: 18:59:17, time: 0.465, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1705, s0.acc: 94.1343, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2331, s1.loss_cls: 0.0799, s1.acc: 94.3339, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1158, s2.loss_cls: 0.0390, s2.acc: 94.3144, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0550, loss: 1.1277 2022-06-15 22:11:43,349 - mmdet - INFO - Epoch [19][700/7330] lr: 1.000e-04, eta: 18:58:43, time: 0.462, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1701, s0.acc: 94.0457, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2279, s1.loss_cls: 0.0796, s1.acc: 94.2901, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1143, s2.loss_cls: 0.0389, s2.acc: 94.2959, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0537, loss: 1.1229 2022-06-15 22:12:07,057 - mmdet - INFO - Epoch [19][750/7330] lr: 1.000e-04, eta: 18:58:11, time: 0.474, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1701, s0.acc: 94.0603, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2285, s1.loss_cls: 0.0811, s1.acc: 94.2297, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1160, s2.loss_cls: 0.0396, s2.acc: 94.1339, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0550, loss: 1.1285 2022-06-15 22:12:30,320 - mmdet - INFO - Epoch [19][800/7330] lr: 1.000e-04, eta: 18:57:38, time: 0.465, data_time: 0.013, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1725, s0.acc: 94.1077, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2317, s1.loss_cls: 0.0809, s1.acc: 94.3045, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1149, s2.loss_cls: 0.0389, s2.acc: 94.3745, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1324 2022-06-15 22:12:53,513 - mmdet - INFO - Epoch [19][850/7330] lr: 1.000e-04, eta: 18:57:05, time: 0.464, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1621, s0.acc: 94.4829, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2242, s1.loss_cls: 0.0773, s1.acc: 94.5619, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1127, s2.loss_cls: 0.0384, s2.acc: 94.4584, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0536, loss: 1.0825 2022-06-15 22:13:16,635 - mmdet - INFO - Epoch [19][900/7330] lr: 1.000e-04, eta: 18:56:32, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1595, s0.acc: 94.5100, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2224, s1.loss_cls: 0.0762, s1.acc: 94.6117, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1116, s2.loss_cls: 0.0370, s2.acc: 94.6589, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0523, loss: 1.0856 2022-06-15 22:13:39,740 - mmdet - INFO - Epoch [19][950/7330] lr: 1.000e-04, eta: 18:55:59, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1655, s0.acc: 94.3020, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2285, s1.loss_cls: 0.0773, s1.acc: 94.5225, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1151, s2.loss_cls: 0.0381, s2.acc: 94.4105, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0547, loss: 1.1222 2022-06-15 22:14:03,094 - mmdet - INFO - Epoch [19][1000/7330] lr: 1.000e-04, eta: 18:55:26, time: 0.467, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1618, s0.acc: 94.2603, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2286, s1.loss_cls: 0.0761, s1.acc: 94.5164, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1143, s2.loss_cls: 0.0373, s2.acc: 94.4479, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0540, loss: 1.0981 2022-06-15 22:14:27,003 - mmdet - INFO - Epoch [19][1050/7330] lr: 1.000e-04, eta: 18:54:55, time: 0.478, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1708, s0.acc: 94.1099, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2319, s1.loss_cls: 0.0812, s1.acc: 94.2805, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1149, s2.loss_cls: 0.0395, s2.acc: 94.3225, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1307 2022-06-15 22:14:50,544 - mmdet - INFO - Epoch [19][1100/7330] lr: 1.000e-04, eta: 18:54:22, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1669, s0.acc: 94.1414, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2299, s1.loss_cls: 0.0808, s1.acc: 94.2272, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1147, s2.loss_cls: 0.0397, s2.acc: 94.1848, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0536, loss: 1.1207 2022-06-15 22:15:14,053 - mmdet - INFO - Epoch [19][1150/7330] lr: 1.000e-04, eta: 18:53:50, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1769, s0.acc: 93.9424, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2279, s1.loss_cls: 0.0829, s1.acc: 94.1280, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1131, s2.loss_cls: 0.0403, s2.acc: 94.0775, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1405 2022-06-15 22:15:38,543 - mmdet - INFO - Epoch [19][1200/7330] lr: 1.000e-04, eta: 18:53:20, time: 0.490, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1766, s0.acc: 93.8726, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2319, s1.loss_cls: 0.0824, s1.acc: 94.1066, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1147, s2.loss_cls: 0.0403, s2.acc: 94.1177, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1502 2022-06-15 22:16:02,954 - mmdet - INFO - Epoch [19][1250/7330] lr: 1.000e-04, eta: 18:52:50, time: 0.488, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1652, s0.acc: 94.3147, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2254, s1.loss_cls: 0.0783, s1.acc: 94.4514, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1127, s2.loss_cls: 0.0382, s2.acc: 94.4304, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.1056 2022-06-15 22:16:26,442 - mmdet - INFO - Epoch [19][1300/7330] lr: 1.000e-04, eta: 18:52:18, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1714, s0.acc: 94.1199, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2286, s1.loss_cls: 0.0804, s1.acc: 94.3650, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1142, s2.loss_cls: 0.0392, s2.acc: 94.4023, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0537, loss: 1.1193 2022-06-15 22:16:49,931 - mmdet - INFO - Epoch [19][1350/7330] lr: 1.000e-04, eta: 18:51:46, time: 0.470, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1619, s0.acc: 94.4880, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2280, s1.loss_cls: 0.0763, s1.acc: 94.6918, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1147, s2.loss_cls: 0.0371, s2.acc: 94.6614, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.0957 2022-06-15 22:17:13,406 - mmdet - INFO - Epoch [19][1400/7330] lr: 1.000e-04, eta: 18:51:14, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1643, s0.acc: 94.2961, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2244, s1.loss_cls: 0.0774, s1.acc: 94.5332, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1123, s2.loss_cls: 0.0379, s2.acc: 94.4786, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0530, loss: 1.0974 2022-06-15 22:17:36,239 - mmdet - INFO - Epoch [19][1450/7330] lr: 1.000e-04, eta: 18:50:40, time: 0.457, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1696, s0.acc: 94.1575, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2305, s1.loss_cls: 0.0796, s1.acc: 94.4060, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1156, s2.loss_cls: 0.0395, s2.acc: 94.3250, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0548, loss: 1.1292 2022-06-15 22:17:59,786 - mmdet - INFO - Epoch [19][1500/7330] lr: 1.000e-04, eta: 18:50:08, time: 0.471, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1694, s0.acc: 94.1538, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2319, s1.loss_cls: 0.0805, s1.acc: 94.3581, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1164, s2.loss_cls: 0.0397, s2.acc: 94.2990, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0544, loss: 1.1300 2022-06-15 22:18:23,070 - mmdet - INFO - Epoch [19][1550/7330] lr: 1.000e-04, eta: 18:49:35, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1715, s0.acc: 94.1074, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2305, s1.loss_cls: 0.0805, s1.acc: 94.3393, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1160, s2.loss_cls: 0.0394, s2.acc: 94.4031, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0544, loss: 1.1346 2022-06-15 22:18:45,955 - mmdet - INFO - Epoch [19][1600/7330] lr: 1.000e-04, eta: 18:49:02, time: 0.458, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1698, s0.acc: 94.0635, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2299, s1.loss_cls: 0.0808, s1.acc: 94.2759, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1158, s2.loss_cls: 0.0403, s2.acc: 94.0737, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0552, loss: 1.1347 2022-06-15 22:19:08,982 - mmdet - INFO - Epoch [19][1650/7330] lr: 1.000e-04, eta: 18:48:28, time: 0.461, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1649, s0.acc: 94.3828, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2266, s1.loss_cls: 0.0779, s1.acc: 94.5533, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1132, s2.loss_cls: 0.0377, s2.acc: 94.5479, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0528, loss: 1.1102 2022-06-15 22:19:32,732 - mmdet - INFO - Epoch [19][1700/7330] lr: 1.000e-04, eta: 18:47:56, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1625, s0.acc: 94.2659, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2270, s1.loss_cls: 0.0769, s1.acc: 94.4726, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1132, s2.loss_cls: 0.0382, s2.acc: 94.3900, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.1047 2022-06-15 22:19:56,089 - mmdet - INFO - Epoch [19][1750/7330] lr: 1.000e-04, eta: 18:47:24, time: 0.470, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1626, s0.acc: 94.3545, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2204, s1.loss_cls: 0.0768, s1.acc: 94.5046, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1102, s2.loss_cls: 0.0386, s2.acc: 94.4007, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0520, loss: 1.0814 2022-06-15 22:20:20,375 - mmdet - INFO - Epoch [19][1800/7330] lr: 1.000e-04, eta: 18:46:54, time: 0.486, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1593, s0.acc: 94.4197, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2245, s1.loss_cls: 0.0759, s1.acc: 94.5056, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1127, s2.loss_cls: 0.0374, s2.acc: 94.4810, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0529, loss: 1.0869 2022-06-15 22:20:44,443 - mmdet - INFO - Epoch [19][1850/7330] lr: 1.000e-04, eta: 18:46:24, time: 0.481, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1568, s0.acc: 94.6323, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2220, s1.loss_cls: 0.0737, s1.acc: 94.8593, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1112, s2.loss_cls: 0.0361, s2.acc: 94.8474, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0526, loss: 1.0599 2022-06-15 22:21:08,277 - mmdet - INFO - Epoch [19][1900/7330] lr: 1.000e-04, eta: 18:45:52, time: 0.477, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1708, s0.acc: 94.2024, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2267, s1.loss_cls: 0.0796, s1.acc: 94.4615, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1134, s2.loss_cls: 0.0385, s2.acc: 94.5456, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0537, loss: 1.1229 2022-06-15 22:21:32,192 - mmdet - INFO - Epoch [19][1950/7330] lr: 1.000e-04, eta: 18:45:21, time: 0.478, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1779, s0.acc: 93.9485, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2271, s1.loss_cls: 0.0837, s1.acc: 94.0886, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1131, s2.loss_cls: 0.0408, s2.acc: 94.1149, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.1393 2022-06-15 22:21:55,492 - mmdet - INFO - Epoch [19][2000/7330] lr: 1.000e-04, eta: 18:44:49, time: 0.465, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1639, s0.acc: 94.3303, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2271, s1.loss_cls: 0.0772, s1.acc: 94.5179, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1138, s2.loss_cls: 0.0380, s2.acc: 94.4858, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.0992 2022-06-15 22:22:19,228 - mmdet - INFO - Epoch [19][2050/7330] lr: 1.000e-04, eta: 18:44:17, time: 0.475, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1625, s0.acc: 94.2922, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2256, s1.loss_cls: 0.0772, s1.acc: 94.3892, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1116, s2.loss_cls: 0.0383, s2.acc: 94.2837, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0526, loss: 1.0913 2022-06-15 22:22:42,770 - mmdet - INFO - Epoch [19][2100/7330] lr: 1.000e-04, eta: 18:43:46, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1685, s0.acc: 94.1328, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2261, s1.loss_cls: 0.0806, s1.acc: 94.2616, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1142, s2.loss_cls: 0.0394, s2.acc: 94.2867, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1164 2022-06-15 22:23:06,404 - mmdet - INFO - Epoch [19][2150/7330] lr: 1.000e-04, eta: 18:43:14, time: 0.473, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1631, s0.acc: 94.4609, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2215, s1.loss_cls: 0.0766, s1.acc: 94.6754, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1116, s2.loss_cls: 0.0374, s2.acc: 94.6313, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0525, loss: 1.0817 2022-06-15 22:23:30,056 - mmdet - INFO - Epoch [19][2200/7330] lr: 1.000e-04, eta: 18:42:42, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1588, s0.acc: 94.5151, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2258, s1.loss_cls: 0.0744, s1.acc: 94.7316, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1141, s2.loss_cls: 0.0364, s2.acc: 94.6063, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0539, loss: 1.0863 2022-06-15 22:23:53,797 - mmdet - INFO - Epoch [19][2250/7330] lr: 1.000e-04, eta: 18:42:11, time: 0.475, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1698, s0.acc: 94.1760, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2280, s1.loss_cls: 0.0804, s1.acc: 94.3591, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1144, s2.loss_cls: 0.0397, s2.acc: 94.2483, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1236 2022-06-15 22:24:17,184 - mmdet - INFO - Epoch [19][2300/7330] lr: 1.000e-04, eta: 18:41:39, time: 0.468, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1717, s0.acc: 94.0461, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2331, s1.loss_cls: 0.0799, s1.acc: 94.3451, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1166, s2.loss_cls: 0.0394, s2.acc: 94.2703, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0548, loss: 1.1452 2022-06-15 22:24:40,233 - mmdet - INFO - Epoch [19][2350/7330] lr: 1.000e-04, eta: 18:41:06, time: 0.461, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1657, s0.acc: 94.1599, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2263, s1.loss_cls: 0.0772, s1.acc: 94.4435, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1140, s2.loss_cls: 0.0380, s2.acc: 94.4183, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0536, loss: 1.1216 2022-06-15 22:25:03,706 - mmdet - INFO - Epoch [19][2400/7330] lr: 1.000e-04, eta: 18:40:34, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1550, s0.acc: 94.5957, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2249, s1.loss_cls: 0.0730, s1.acc: 94.7454, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1132, s2.loss_cls: 0.0356, s2.acc: 94.7105, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0536, loss: 1.0654 2022-06-15 22:25:27,554 - mmdet - INFO - Epoch [19][2450/7330] lr: 1.000e-04, eta: 18:40:03, time: 0.477, data_time: 0.024, memory: 16078, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1685, s0.acc: 94.1558, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2304, s1.loss_cls: 0.0793, s1.acc: 94.3857, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1162, s2.loss_cls: 0.0387, s2.acc: 94.2930, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1343 2022-06-15 22:25:51,282 - mmdet - INFO - Epoch [19][2500/7330] lr: 1.000e-04, eta: 18:39:32, time: 0.474, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1745, s0.acc: 93.9573, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2314, s1.loss_cls: 0.0827, s1.acc: 94.1234, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1165, s2.loss_cls: 0.0407, s2.acc: 94.0605, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0552, loss: 1.1508 2022-06-15 22:26:14,407 - mmdet - INFO - Epoch [19][2550/7330] lr: 1.000e-04, eta: 18:38:59, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1719, s0.acc: 94.0164, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2347, s1.loss_cls: 0.0803, s1.acc: 94.2683, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1171, s2.loss_cls: 0.0398, s2.acc: 94.1252, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0554, loss: 1.1464 2022-06-15 22:26:37,735 - mmdet - INFO - Epoch [19][2600/7330] lr: 1.000e-04, eta: 18:38:27, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1630, s0.acc: 94.4495, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2230, s1.loss_cls: 0.0763, s1.acc: 94.6544, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1115, s2.loss_cls: 0.0368, s2.acc: 94.6316, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.0848 2022-06-15 22:27:01,577 - mmdet - INFO - Epoch [19][2650/7330] lr: 1.000e-04, eta: 18:37:56, time: 0.477, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1630, s0.acc: 94.3347, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2263, s1.loss_cls: 0.0765, s1.acc: 94.5178, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1145, s2.loss_cls: 0.0377, s2.acc: 94.5480, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0541, loss: 1.1022 2022-06-15 22:27:25,398 - mmdet - INFO - Epoch [19][2700/7330] lr: 1.000e-04, eta: 18:37:25, time: 0.476, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1714, s0.acc: 94.0239, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2227, s1.loss_cls: 0.0792, s1.acc: 94.3478, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1127, s2.loss_cls: 0.0390, s2.acc: 94.2195, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0534, loss: 1.1211 2022-06-15 22:27:48,845 - mmdet - INFO - Epoch [19][2750/7330] lr: 1.000e-04, eta: 18:36:53, time: 0.469, data_time: 0.013, memory: 16078, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1761, s0.acc: 94.0027, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2350, s1.loss_cls: 0.0831, s1.acc: 94.1572, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1161, s2.loss_cls: 0.0407, s2.acc: 94.0907, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0538, loss: 1.1519 2022-06-15 22:28:12,692 - mmdet - INFO - Epoch [19][2800/7330] lr: 1.000e-04, eta: 18:36:22, time: 0.477, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1668, s0.acc: 94.2590, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2240, s1.loss_cls: 0.0788, s1.acc: 94.4147, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1137, s2.loss_cls: 0.0381, s2.acc: 94.5032, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0536, loss: 1.1010 2022-06-15 22:28:36,469 - mmdet - INFO - Epoch [19][2850/7330] lr: 1.000e-04, eta: 18:35:51, time: 0.476, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1680, s0.acc: 94.2510, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2220, s1.loss_cls: 0.0794, s1.acc: 94.4145, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1123, s2.loss_cls: 0.0389, s2.acc: 94.3988, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.1024 2022-06-15 22:29:00,136 - mmdet - INFO - Epoch [19][2900/7330] lr: 1.000e-04, eta: 18:35:20, time: 0.473, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1649, s0.acc: 94.2815, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2252, s1.loss_cls: 0.0769, s1.acc: 94.5491, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1129, s2.loss_cls: 0.0374, s2.acc: 94.5565, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0530, loss: 1.1019 2022-06-15 22:29:23,851 - mmdet - INFO - Epoch [19][2950/7330] lr: 1.000e-04, eta: 18:34:48, time: 0.474, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1704, s0.acc: 94.1309, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2270, s1.loss_cls: 0.0795, s1.acc: 94.3959, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1125, s2.loss_cls: 0.0387, s2.acc: 94.3943, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0531, loss: 1.1185 2022-06-15 22:29:48,064 - mmdet - INFO - Epoch [19][3000/7330] lr: 1.000e-04, eta: 18:34:18, time: 0.484, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1695, s0.acc: 94.1648, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2273, s1.loss_cls: 0.0791, s1.acc: 94.3059, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1148, s2.loss_cls: 0.0388, s2.acc: 94.3217, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.1155 2022-06-15 22:30:11,637 - mmdet - INFO - Epoch [19][3050/7330] lr: 1.000e-04, eta: 18:33:47, time: 0.472, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1682, s0.acc: 94.2007, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2294, s1.loss_cls: 0.0790, s1.acc: 94.3738, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1155, s2.loss_cls: 0.0387, s2.acc: 94.4272, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1234 2022-06-15 22:30:35,580 - mmdet - INFO - Epoch [19][3100/7330] lr: 1.000e-04, eta: 18:33:16, time: 0.479, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1630, s0.acc: 94.2974, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2254, s1.loss_cls: 0.0760, s1.acc: 94.4712, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1122, s2.loss_cls: 0.0375, s2.acc: 94.3288, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.1015 2022-06-15 22:30:58,737 - mmdet - INFO - Epoch [19][3150/7330] lr: 1.000e-04, eta: 18:32:44, time: 0.463, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1532, s0.acc: 94.7009, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2189, s1.loss_cls: 0.0725, s1.acc: 94.9404, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1103, s2.loss_cls: 0.0357, s2.acc: 94.7404, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0519, loss: 1.0509 2022-06-15 22:31:21,968 - mmdet - INFO - Epoch [19][3200/7330] lr: 1.000e-04, eta: 18:32:11, time: 0.465, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1603, s0.acc: 94.5713, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2286, s1.loss_cls: 0.0745, s1.acc: 94.7930, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1136, s2.loss_cls: 0.0366, s2.acc: 94.7338, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0531, loss: 1.0789 2022-06-15 22:31:45,458 - mmdet - INFO - Epoch [19][3250/7330] lr: 1.000e-04, eta: 18:31:40, time: 0.469, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1656, s0.acc: 94.3013, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2283, s1.loss_cls: 0.0780, s1.acc: 94.4731, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1142, s2.loss_cls: 0.0384, s2.acc: 94.3296, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0536, loss: 1.1139 2022-06-15 22:32:08,701 - mmdet - INFO - Epoch [19][3300/7330] lr: 1.000e-04, eta: 18:31:08, time: 0.465, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1720, s0.acc: 94.1064, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2274, s1.loss_cls: 0.0807, s1.acc: 94.3654, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1141, s2.loss_cls: 0.0395, s2.acc: 94.3243, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0538, loss: 1.1237 2022-06-15 22:32:31,897 - mmdet - INFO - Epoch [19][3350/7330] lr: 1.000e-04, eta: 18:30:35, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1810, s0.acc: 93.9023, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2285, s1.loss_cls: 0.0854, s1.acc: 94.0795, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1149, s2.loss_cls: 0.0412, s2.acc: 94.1103, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1573 2022-06-15 22:32:54,873 - mmdet - INFO - Epoch [19][3400/7330] lr: 1.000e-04, eta: 18:30:02, time: 0.459, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1607, s0.acc: 94.3208, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2265, s1.loss_cls: 0.0757, s1.acc: 94.5027, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1139, s2.loss_cls: 0.0374, s2.acc: 94.3994, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.0999 2022-06-15 22:33:17,876 - mmdet - INFO - Epoch [19][3450/7330] lr: 1.000e-04, eta: 18:29:30, time: 0.460, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1739, s0.acc: 93.9136, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2402, s1.loss_cls: 0.0811, s1.acc: 94.1097, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1202, s2.loss_cls: 0.0399, s2.acc: 94.0855, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0570, loss: 1.1756 2022-06-15 22:33:40,431 - mmdet - INFO - Epoch [19][3500/7330] lr: 1.000e-04, eta: 18:28:56, time: 0.451, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1543, s0.acc: 94.7998, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2220, s1.loss_cls: 0.0719, s1.acc: 95.0093, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1117, s2.loss_cls: 0.0352, s2.acc: 94.9789, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0533, loss: 1.0544 2022-06-15 22:34:03,818 - mmdet - INFO - Epoch [19][3550/7330] lr: 1.000e-04, eta: 18:28:24, time: 0.465, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1730, s0.acc: 94.0615, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2318, s1.loss_cls: 0.0812, s1.acc: 94.2741, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1155, s2.loss_cls: 0.0393, s2.acc: 94.3419, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0542, loss: 1.1454 2022-06-15 22:34:26,936 - mmdet - INFO - Epoch [19][3600/7330] lr: 1.000e-04, eta: 18:27:52, time: 0.465, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1626, s0.acc: 94.3176, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2267, s1.loss_cls: 0.0768, s1.acc: 94.4449, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1141, s2.loss_cls: 0.0379, s2.acc: 94.3911, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.0977 2022-06-15 22:34:50,519 - mmdet - INFO - Epoch [19][3650/7330] lr: 1.000e-04, eta: 18:27:21, time: 0.472, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1631, s0.acc: 94.3320, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2236, s1.loss_cls: 0.0778, s1.acc: 94.5250, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1136, s2.loss_cls: 0.0386, s2.acc: 94.5243, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0544, loss: 1.0949 2022-06-15 22:35:14,190 - mmdet - INFO - Epoch [19][3700/7330] lr: 1.000e-04, eta: 18:26:49, time: 0.473, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1656, s0.acc: 94.3484, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2243, s1.loss_cls: 0.0779, s1.acc: 94.4932, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1127, s2.loss_cls: 0.0381, s2.acc: 94.4022, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0536, loss: 1.0974 2022-06-15 22:35:37,327 - mmdet - INFO - Epoch [19][3750/7330] lr: 1.000e-04, eta: 18:26:17, time: 0.463, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1528, s0.acc: 94.7263, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2246, s1.loss_cls: 0.0719, s1.acc: 94.8750, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1135, s2.loss_cls: 0.0356, s2.acc: 94.8317, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0531, loss: 1.0592 2022-06-15 22:36:00,771 - mmdet - INFO - Epoch [19][3800/7330] lr: 1.000e-04, eta: 18:25:46, time: 0.469, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1694, s0.acc: 94.0791, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2323, s1.loss_cls: 0.0796, s1.acc: 94.3029, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1155, s2.loss_cls: 0.0384, s2.acc: 94.3331, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0544, loss: 1.1218 2022-06-15 22:36:24,113 - mmdet - INFO - Epoch [19][3850/7330] lr: 1.000e-04, eta: 18:25:14, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1604, s0.acc: 94.5125, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2224, s1.loss_cls: 0.0754, s1.acc: 94.7209, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1124, s2.loss_cls: 0.0375, s2.acc: 94.4934, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.0770 2022-06-15 22:36:47,180 - mmdet - INFO - Epoch [19][3900/7330] lr: 1.000e-04, eta: 18:24:41, time: 0.461, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1658, s0.acc: 94.2854, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2235, s1.loss_cls: 0.0775, s1.acc: 94.5333, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1123, s2.loss_cls: 0.0380, s2.acc: 94.5200, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.1047 2022-06-15 22:37:10,263 - mmdet - INFO - Epoch [19][3950/7330] lr: 1.000e-04, eta: 18:24:09, time: 0.462, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1653, s0.acc: 94.3030, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2186, s1.loss_cls: 0.0777, s1.acc: 94.4555, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1095, s2.loss_cls: 0.0383, s2.acc: 94.4411, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0515, loss: 1.0924 2022-06-15 22:37:33,843 - mmdet - INFO - Epoch [19][4000/7330] lr: 1.000e-04, eta: 18:23:38, time: 0.472, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1735, s0.acc: 94.0347, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2307, s1.loss_cls: 0.0812, s1.acc: 94.2325, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1156, s2.loss_cls: 0.0401, s2.acc: 94.1994, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0546, loss: 1.1410 2022-06-15 22:37:57,296 - mmdet - INFO - Epoch [19][4050/7330] lr: 1.000e-04, eta: 18:23:06, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1657, s0.acc: 94.2051, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2289, s1.loss_cls: 0.0779, s1.acc: 94.4419, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1144, s2.loss_cls: 0.0382, s2.acc: 94.4012, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0538, loss: 1.1119 2022-06-15 22:38:20,539 - mmdet - INFO - Epoch [19][4100/7330] lr: 1.000e-04, eta: 18:22:34, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1738, s0.acc: 93.9155, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2324, s1.loss_cls: 0.0823, s1.acc: 94.1420, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1162, s2.loss_cls: 0.0403, s2.acc: 94.0985, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1401 2022-06-15 22:38:43,512 - mmdet - INFO - Epoch [19][4150/7330] lr: 1.000e-04, eta: 18:22:02, time: 0.459, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1672, s0.acc: 94.2410, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2268, s1.loss_cls: 0.0784, s1.acc: 94.4308, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1143, s2.loss_cls: 0.0386, s2.acc: 94.3896, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.1154 2022-06-15 22:39:06,307 - mmdet - INFO - Epoch [19][4200/7330] lr: 1.000e-04, eta: 18:21:29, time: 0.456, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1624, s0.acc: 94.4160, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2269, s1.loss_cls: 0.0757, s1.acc: 94.6126, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1129, s2.loss_cls: 0.0364, s2.acc: 94.7111, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0534, loss: 1.0936 2022-06-15 22:39:30,907 - mmdet - INFO - Epoch [19][4250/7330] lr: 1.000e-04, eta: 18:21:00, time: 0.492, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1686, s0.acc: 94.3655, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2278, s1.loss_cls: 0.0785, s1.acc: 94.5049, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1137, s2.loss_cls: 0.0381, s2.acc: 94.6080, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.1070 2022-06-15 22:39:53,807 - mmdet - INFO - Epoch [19][4300/7330] lr: 1.000e-04, eta: 18:20:27, time: 0.458, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1711, s0.acc: 94.1331, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2296, s1.loss_cls: 0.0803, s1.acc: 94.3263, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1141, s2.loss_cls: 0.0392, s2.acc: 94.3273, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1249 2022-06-15 22:40:17,023 - mmdet - INFO - Epoch [19][4350/7330] lr: 1.000e-04, eta: 18:19:55, time: 0.465, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1662, s0.acc: 94.2109, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2267, s1.loss_cls: 0.0788, s1.acc: 94.4132, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1141, s2.loss_cls: 0.0389, s2.acc: 94.3528, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1162 2022-06-15 22:40:40,201 - mmdet - INFO - Epoch [19][4400/7330] lr: 1.000e-04, eta: 18:19:23, time: 0.463, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1793, s0.acc: 93.9241, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2255, s1.loss_cls: 0.0850, s1.acc: 94.0985, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1121, s2.loss_cls: 0.0415, s2.acc: 93.9934, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0526, loss: 1.1529 2022-06-15 22:41:03,094 - mmdet - INFO - Epoch [19][4450/7330] lr: 1.000e-04, eta: 18:18:51, time: 0.458, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1656, s0.acc: 94.2451, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2302, s1.loss_cls: 0.0774, s1.acc: 94.4617, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1147, s2.loss_cls: 0.0376, s2.acc: 94.4437, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1121 2022-06-15 22:41:26,619 - mmdet - INFO - Epoch [19][4500/7330] lr: 1.000e-04, eta: 18:18:20, time: 0.471, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1705, s0.acc: 94.1387, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2315, s1.loss_cls: 0.0818, s1.acc: 94.2292, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1152, s2.loss_cls: 0.0400, s2.acc: 94.2508, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0542, loss: 1.1304 2022-06-15 22:41:50,799 - mmdet - INFO - Epoch [19][4550/7330] lr: 1.000e-04, eta: 18:17:50, time: 0.484, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1695, s0.acc: 94.1870, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2302, s1.loss_cls: 0.0797, s1.acc: 94.3676, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1158, s2.loss_cls: 0.0388, s2.acc: 94.4063, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0545, loss: 1.1249 2022-06-15 22:42:15,370 - mmdet - INFO - Epoch [19][4600/7330] lr: 1.000e-04, eta: 18:17:21, time: 0.489, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1618, s0.acc: 94.3157, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2299, s1.loss_cls: 0.0758, s1.acc: 94.4843, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1146, s2.loss_cls: 0.0371, s2.acc: 94.4907, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.1074 2022-06-15 22:42:38,839 - mmdet - INFO - Epoch [19][4650/7330] lr: 1.000e-04, eta: 18:16:50, time: 0.472, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1628, s0.acc: 94.2634, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2267, s1.loss_cls: 0.0769, s1.acc: 94.4125, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1129, s2.loss_cls: 0.0372, s2.acc: 94.5057, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0533, loss: 1.0907 2022-06-15 22:43:02,177 - mmdet - INFO - Epoch [19][4700/7330] lr: 1.000e-04, eta: 18:16:18, time: 0.467, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1605, s0.acc: 94.4143, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2312, s1.loss_cls: 0.0758, s1.acc: 94.6288, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1143, s2.loss_cls: 0.0372, s2.acc: 94.6018, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0537, loss: 1.0940 2022-06-15 22:43:26,658 - mmdet - INFO - Epoch [19][4750/7330] lr: 1.000e-04, eta: 18:15:49, time: 0.490, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1592, s0.acc: 94.5464, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2260, s1.loss_cls: 0.0735, s1.acc: 94.8340, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1133, s2.loss_cls: 0.0359, s2.acc: 94.8246, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.0846 2022-06-15 22:43:50,406 - mmdet - INFO - Epoch [19][4800/7330] lr: 1.000e-04, eta: 18:15:19, time: 0.475, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1678, s0.acc: 94.2827, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2298, s1.loss_cls: 0.0783, s1.acc: 94.4598, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1150, s2.loss_cls: 0.0376, s2.acc: 94.4674, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.1110 2022-06-15 22:44:14,263 - mmdet - INFO - Epoch [19][4850/7330] lr: 1.000e-04, eta: 18:14:48, time: 0.477, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1658, s0.acc: 94.2944, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2274, s1.loss_cls: 0.0770, s1.acc: 94.5136, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1149, s2.loss_cls: 0.0383, s2.acc: 94.3859, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0546, loss: 1.1096 2022-06-15 22:44:38,629 - mmdet - INFO - Epoch [19][4900/7330] lr: 1.000e-04, eta: 18:14:19, time: 0.487, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1680, s0.acc: 94.1973, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2314, s1.loss_cls: 0.0804, s1.acc: 94.2788, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1170, s2.loss_cls: 0.0392, s2.acc: 94.2612, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0552, loss: 1.1165 2022-06-15 22:45:02,362 - mmdet - INFO - Epoch [19][4950/7330] lr: 1.000e-04, eta: 18:13:49, time: 0.475, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1588, s0.acc: 94.5300, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2267, s1.loss_cls: 0.0743, s1.acc: 94.7411, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1137, s2.loss_cls: 0.0364, s2.acc: 94.7459, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0539, loss: 1.0760 2022-06-15 22:45:26,773 - mmdet - INFO - Epoch [19][5000/7330] lr: 1.000e-04, eta: 18:13:20, time: 0.488, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1639, s0.acc: 94.2827, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2301, s1.loss_cls: 0.0778, s1.acc: 94.4115, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1148, s2.loss_cls: 0.0382, s2.acc: 94.3951, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0542, loss: 1.1075 2022-06-15 22:45:50,733 - mmdet - INFO - Epoch [19][5050/7330] lr: 1.000e-04, eta: 18:12:49, time: 0.479, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1669, s0.acc: 94.2869, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2371, s1.loss_cls: 0.0790, s1.acc: 94.4414, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1186, s2.loss_cls: 0.0380, s2.acc: 94.4870, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0556, loss: 1.1368 2022-06-15 22:46:14,048 - mmdet - INFO - Epoch [19][5100/7330] lr: 1.000e-04, eta: 18:12:18, time: 0.467, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1632, s0.acc: 94.4355, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2252, s1.loss_cls: 0.0771, s1.acc: 94.6331, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1138, s2.loss_cls: 0.0377, s2.acc: 94.6526, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.1030 2022-06-15 22:46:37,538 - mmdet - INFO - Epoch [19][5150/7330] lr: 1.000e-04, eta: 18:11:47, time: 0.470, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1678, s0.acc: 94.1550, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2343, s1.loss_cls: 0.0791, s1.acc: 94.3936, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1167, s2.loss_cls: 0.0388, s2.acc: 94.2811, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0552, loss: 1.1456 2022-06-15 22:47:01,059 - mmdet - INFO - Epoch [19][5200/7330] lr: 1.000e-04, eta: 18:11:16, time: 0.470, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1603, s0.acc: 94.4126, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2245, s1.loss_cls: 0.0759, s1.acc: 94.5215, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1120, s2.loss_cls: 0.0374, s2.acc: 94.4007, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0523, loss: 1.0941 2022-06-15 22:47:24,762 - mmdet - INFO - Epoch [19][5250/7330] lr: 1.000e-04, eta: 18:10:45, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1642, s0.acc: 94.3303, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2245, s1.loss_cls: 0.0771, s1.acc: 94.5850, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1123, s2.loss_cls: 0.0380, s2.acc: 94.5073, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0527, loss: 1.0892 2022-06-15 22:47:48,347 - mmdet - INFO - Epoch [19][5300/7330] lr: 1.000e-04, eta: 18:10:14, time: 0.472, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1727, s0.acc: 94.0718, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2287, s1.loss_cls: 0.0818, s1.acc: 94.2105, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1140, s2.loss_cls: 0.0405, s2.acc: 94.0816, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1357 2022-06-15 22:48:11,983 - mmdet - INFO - Epoch [19][5350/7330] lr: 1.000e-04, eta: 18:09:44, time: 0.473, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1641, s0.acc: 94.3542, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2256, s1.loss_cls: 0.0768, s1.acc: 94.4837, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1144, s2.loss_cls: 0.0381, s2.acc: 94.3688, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0545, loss: 1.1052 2022-06-15 22:48:36,132 - mmdet - INFO - Epoch [19][5400/7330] lr: 1.000e-04, eta: 18:09:14, time: 0.483, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1699, s0.acc: 94.1260, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2334, s1.loss_cls: 0.0807, s1.acc: 94.2952, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1166, s2.loss_cls: 0.0393, s2.acc: 94.2499, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0549, loss: 1.1431 2022-06-15 22:49:00,627 - mmdet - INFO - Epoch [19][5450/7330] lr: 1.000e-04, eta: 18:08:45, time: 0.490, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1679, s0.acc: 94.2253, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2304, s1.loss_cls: 0.0782, s1.acc: 94.4376, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1166, s2.loss_cls: 0.0382, s2.acc: 94.5253, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0554, loss: 1.1240 2022-06-15 22:49:24,709 - mmdet - INFO - Epoch [19][5500/7330] lr: 1.000e-04, eta: 18:08:16, time: 0.482, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1685, s0.acc: 94.2112, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2310, s1.loss_cls: 0.0783, s1.acc: 94.4376, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1158, s2.loss_cls: 0.0377, s2.acc: 94.4241, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1231 2022-06-15 22:49:48,744 - mmdet - INFO - Epoch [19][5550/7330] lr: 1.000e-04, eta: 18:07:46, time: 0.481, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1675, s0.acc: 94.3645, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2327, s1.loss_cls: 0.0784, s1.acc: 94.4536, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1170, s2.loss_cls: 0.0380, s2.acc: 94.4924, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0555, loss: 1.1131 2022-06-15 22:50:13,104 - mmdet - INFO - Epoch [19][5600/7330] lr: 1.000e-04, eta: 18:07:17, time: 0.487, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1791, s0.acc: 93.8281, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2323, s1.loss_cls: 0.0852, s1.acc: 94.0756, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1164, s2.loss_cls: 0.0413, s2.acc: 94.0026, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0547, loss: 1.1619 2022-06-15 22:50:37,674 - mmdet - INFO - Epoch [19][5650/7330] lr: 1.000e-04, eta: 18:06:48, time: 0.491, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1758, s0.acc: 93.8877, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2244, s1.loss_cls: 0.0828, s1.acc: 94.0837, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1125, s2.loss_cls: 0.0406, s2.acc: 93.9972, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1344 2022-06-15 22:51:01,268 - mmdet - INFO - Epoch [19][5700/7330] lr: 1.000e-04, eta: 18:06:17, time: 0.472, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1618, s0.acc: 94.5298, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2234, s1.loss_cls: 0.0761, s1.acc: 94.7464, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1123, s2.loss_cls: 0.0375, s2.acc: 94.7277, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0534, loss: 1.0744 2022-06-15 22:51:25,358 - mmdet - INFO - Epoch [19][5750/7330] lr: 1.000e-04, eta: 18:05:48, time: 0.482, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1805, s0.acc: 93.8396, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2350, s1.loss_cls: 0.0842, s1.acc: 94.0664, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1178, s2.loss_cls: 0.0416, s2.acc: 94.0004, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0552, loss: 1.1730 2022-06-15 22:51:48,808 - mmdet - INFO - Epoch [19][5800/7330] lr: 1.000e-04, eta: 18:05:17, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1701, s0.acc: 94.1753, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2295, s1.loss_cls: 0.0801, s1.acc: 94.3244, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1152, s2.loss_cls: 0.0391, s2.acc: 94.3127, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0545, loss: 1.1233 2022-06-15 22:52:13,070 - mmdet - INFO - Epoch [19][5850/7330] lr: 1.000e-04, eta: 18:04:48, time: 0.485, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1720, s0.acc: 94.0962, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2302, s1.loss_cls: 0.0807, s1.acc: 94.3764, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1154, s2.loss_cls: 0.0394, s2.acc: 94.3266, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0544, loss: 1.1383 2022-06-15 22:52:36,541 - mmdet - INFO - Epoch [19][5900/7330] lr: 1.000e-04, eta: 18:04:17, time: 0.469, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1609, s0.acc: 94.4758, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2281, s1.loss_cls: 0.0758, s1.acc: 94.7489, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1137, s2.loss_cls: 0.0372, s2.acc: 94.6183, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.0895 2022-06-15 22:53:00,665 - mmdet - INFO - Epoch [19][5950/7330] lr: 1.000e-04, eta: 18:03:47, time: 0.482, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1779, s0.acc: 93.9180, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2326, s1.loss_cls: 0.0835, s1.acc: 94.1043, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1170, s2.loss_cls: 0.0406, s2.acc: 94.0552, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0551, loss: 1.1441 2022-06-15 22:53:24,669 - mmdet - INFO - Epoch [19][6000/7330] lr: 1.000e-04, eta: 18:03:17, time: 0.480, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1656, s0.acc: 94.3464, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2273, s1.loss_cls: 0.0776, s1.acc: 94.5262, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1142, s2.loss_cls: 0.0381, s2.acc: 94.5028, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0539, loss: 1.1052 2022-06-15 22:53:48,432 - mmdet - INFO - Epoch [19][6050/7330] lr: 1.000e-04, eta: 18:02:47, time: 0.475, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1607, s0.acc: 94.4578, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2274, s1.loss_cls: 0.0750, s1.acc: 94.7201, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1151, s2.loss_cls: 0.0370, s2.acc: 94.5823, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.0978 2022-06-15 22:54:11,776 - mmdet - INFO - Epoch [19][6100/7330] lr: 1.000e-04, eta: 18:02:16, time: 0.464, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1635, s0.acc: 94.4368, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2305, s1.loss_cls: 0.0763, s1.acc: 94.6550, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1162, s2.loss_cls: 0.0374, s2.acc: 94.5246, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0549, loss: 1.1039 2022-06-15 22:54:34,866 - mmdet - INFO - Epoch [19][6150/7330] lr: 1.000e-04, eta: 18:01:44, time: 0.464, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1679, s0.acc: 94.1326, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2271, s1.loss_cls: 0.0792, s1.acc: 94.3121, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1141, s2.loss_cls: 0.0393, s2.acc: 94.1329, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0537, loss: 1.1267 2022-06-15 22:54:58,319 - mmdet - INFO - Epoch [19][6200/7330] lr: 1.000e-04, eta: 18:01:13, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1809, s0.acc: 93.8191, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2318, s1.loss_cls: 0.0860, s1.acc: 94.0100, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1161, s2.loss_cls: 0.0417, s2.acc: 94.0458, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0547, loss: 1.1674 2022-06-15 22:55:21,910 - mmdet - INFO - Epoch [19][6250/7330] lr: 1.000e-04, eta: 18:00:43, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1708, s0.acc: 94.1580, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2303, s1.loss_cls: 0.0798, s1.acc: 94.3621, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1149, s2.loss_cls: 0.0388, s2.acc: 94.3723, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0550, loss: 1.1311 2022-06-15 22:55:45,554 - mmdet - INFO - Epoch [19][6300/7330] lr: 1.000e-04, eta: 18:00:12, time: 0.470, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1680, s0.acc: 94.1572, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2238, s1.loss_cls: 0.0796, s1.acc: 94.3260, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1132, s2.loss_cls: 0.0389, s2.acc: 94.2856, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0534, loss: 1.1051 2022-06-15 22:56:09,155 - mmdet - INFO - Epoch [19][6350/7330] lr: 1.000e-04, eta: 17:59:41, time: 0.474, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1566, s0.acc: 94.5291, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2265, s1.loss_cls: 0.0742, s1.acc: 94.7225, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1149, s2.loss_cls: 0.0367, s2.acc: 94.5998, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0542, loss: 1.0819 2022-06-15 22:56:32,674 - mmdet - INFO - Epoch [19][6400/7330] lr: 1.000e-04, eta: 17:59:11, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1641, s0.acc: 94.3093, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2333, s1.loss_cls: 0.0776, s1.acc: 94.5229, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1171, s2.loss_cls: 0.0379, s2.acc: 94.4842, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0555, loss: 1.1184 2022-06-15 22:56:56,388 - mmdet - INFO - Epoch [19][6450/7330] lr: 1.000e-04, eta: 17:58:40, time: 0.474, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1711, s0.acc: 94.1226, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2326, s1.loss_cls: 0.0798, s1.acc: 94.3642, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1176, s2.loss_cls: 0.0388, s2.acc: 94.3176, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0555, loss: 1.1390 2022-06-15 22:57:19,843 - mmdet - INFO - Epoch [19][6500/7330] lr: 1.000e-04, eta: 17:58:10, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1666, s0.acc: 94.3918, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2234, s1.loss_cls: 0.0786, s1.acc: 94.5994, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1131, s2.loss_cls: 0.0388, s2.acc: 94.5324, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.0902 2022-06-15 22:57:43,488 - mmdet - INFO - Epoch [19][6550/7330] lr: 1.000e-04, eta: 17:57:39, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1728, s0.acc: 93.9824, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2324, s1.loss_cls: 0.0812, s1.acc: 94.2304, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1154, s2.loss_cls: 0.0396, s2.acc: 94.1455, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0546, loss: 1.1453 2022-06-15 22:58:07,238 - mmdet - INFO - Epoch [19][6600/7330] lr: 1.000e-04, eta: 17:57:09, time: 0.475, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1761, s0.acc: 93.9678, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2310, s1.loss_cls: 0.0822, s1.acc: 94.1975, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1152, s2.loss_cls: 0.0400, s2.acc: 94.2428, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0541, loss: 1.1369 2022-06-15 22:58:30,688 - mmdet - INFO - Epoch [19][6650/7330] lr: 1.000e-04, eta: 17:56:38, time: 0.469, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1788, s0.acc: 93.9404, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2341, s1.loss_cls: 0.0847, s1.acc: 94.0906, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1172, s2.loss_cls: 0.0407, s2.acc: 94.1849, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0549, loss: 1.1546 2022-06-15 22:58:54,066 - mmdet - INFO - Epoch [19][6700/7330] lr: 1.000e-04, eta: 17:56:07, time: 0.468, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1640, s0.acc: 94.4656, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2282, s1.loss_cls: 0.0757, s1.acc: 94.6636, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1145, s2.loss_cls: 0.0371, s2.acc: 94.5855, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0542, loss: 1.0932 2022-06-15 22:59:18,012 - mmdet - INFO - Epoch [19][6750/7330] lr: 1.000e-04, eta: 17:55:37, time: 0.479, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1697, s0.acc: 94.0740, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2288, s1.loss_cls: 0.0808, s1.acc: 94.2290, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1133, s2.loss_cls: 0.0395, s2.acc: 94.1435, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1331 2022-06-15 22:59:41,488 - mmdet - INFO - Epoch [19][6800/7330] lr: 1.000e-04, eta: 17:55:07, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1613, s0.acc: 94.5176, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2261, s1.loss_cls: 0.0752, s1.acc: 94.7719, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1137, s2.loss_cls: 0.0371, s2.acc: 94.6699, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.0866 2022-06-15 23:00:04,935 - mmdet - INFO - Epoch [19][6850/7330] lr: 1.000e-04, eta: 17:54:36, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1606, s0.acc: 94.3931, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2296, s1.loss_cls: 0.0751, s1.acc: 94.6323, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1149, s2.loss_cls: 0.0367, s2.acc: 94.5394, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0540, loss: 1.0933 2022-06-15 23:00:28,931 - mmdet - INFO - Epoch [19][6900/7330] lr: 1.000e-04, eta: 17:54:06, time: 0.480, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1728, s0.acc: 94.1672, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2260, s1.loss_cls: 0.0799, s1.acc: 94.4015, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1136, s2.loss_cls: 0.0391, s2.acc: 94.3434, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.1176 2022-06-15 23:00:53,209 - mmdet - INFO - Epoch [19][6950/7330] lr: 1.000e-04, eta: 17:53:37, time: 0.486, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1711, s0.acc: 94.0068, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2294, s1.loss_cls: 0.0799, s1.acc: 94.2280, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1154, s2.loss_cls: 0.0391, s2.acc: 94.2090, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0545, loss: 1.1337 2022-06-15 23:01:16,565 - mmdet - INFO - Epoch [19][7000/7330] lr: 1.000e-04, eta: 17:53:06, time: 0.467, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1757, s0.acc: 93.9729, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2295, s1.loss_cls: 0.0829, s1.acc: 94.1394, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1149, s2.loss_cls: 0.0403, s2.acc: 94.0634, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0543, loss: 1.1373 2022-06-15 23:01:40,240 - mmdet - INFO - Epoch [19][7050/7330] lr: 1.000e-04, eta: 17:52:36, time: 0.474, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1713, s0.acc: 94.1619, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2333, s1.loss_cls: 0.0798, s1.acc: 94.4550, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1170, s2.loss_cls: 0.0390, s2.acc: 94.4246, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0555, loss: 1.1388 2022-06-15 23:02:03,704 - mmdet - INFO - Epoch [19][7100/7330] lr: 1.000e-04, eta: 17:52:06, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1741, s0.acc: 94.0352, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2356, s1.loss_cls: 0.0808, s1.acc: 94.3551, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1184, s2.loss_cls: 0.0399, s2.acc: 94.2949, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0558, loss: 1.1510 2022-06-15 23:02:27,316 - mmdet - INFO - Epoch [19][7150/7330] lr: 1.000e-04, eta: 17:51:35, time: 0.472, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1769, s0.acc: 93.7485, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2397, s1.loss_cls: 0.0838, s1.acc: 93.8802, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1195, s2.loss_cls: 0.0405, s2.acc: 94.0595, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0560, loss: 1.1741 2022-06-15 23:02:50,965 - mmdet - INFO - Epoch [19][7200/7330] lr: 1.000e-04, eta: 17:51:05, time: 0.473, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1705, s0.acc: 94.1277, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2207, s1.loss_cls: 0.0805, s1.acc: 94.3783, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1108, s2.loss_cls: 0.0394, s2.acc: 94.3019, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0524, loss: 1.1037 2022-06-15 23:03:15,105 - mmdet - INFO - Epoch [19][7250/7330] lr: 1.000e-04, eta: 17:50:36, time: 0.483, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1736, s0.acc: 94.1648, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2261, s1.loss_cls: 0.0814, s1.acc: 94.3201, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1139, s2.loss_cls: 0.0399, s2.acc: 94.3557, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0537, loss: 1.1218 2022-06-15 23:03:38,778 - mmdet - INFO - Epoch [19][7300/7330] lr: 1.000e-04, eta: 17:50:06, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1673, s0.acc: 94.2603, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2345, s1.loss_cls: 0.0790, s1.acc: 94.4343, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1166, s2.loss_cls: 0.0390, s2.acc: 94.3810, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0545, loss: 1.1282 2022-06-15 23:04:10,411 - mmdet - INFO - Saving checkpoint at 19 epochs 2022-06-15 23:08:16,571 - mmdet - INFO - Evaluating bbox... 2022-06-15 23:08:45,247 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.467 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.653 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.507 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.306 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.500 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.648 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.750 2022-06-15 23:08:45,248 - mmdet - INFO - Evaluating segm... 2022-06-15 23:09:14,637 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.625 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.438 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.224 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.434 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.356 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.685 2022-06-15 23:09:15,203 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-15 23:09:15,204 - mmdet - INFO - Epoch(val) [19][625] bbox_mAP: 0.4670, bbox_mAP_50: 0.6530, bbox_mAP_75: 0.5070, bbox_mAP_s: 0.3060, bbox_mAP_m: 0.5000, bbox_mAP_l: 0.6100, bbox_mAP_copypaste: 0.467 0.653 0.507 0.306 0.500 0.610, segm_mAP: 0.4040, segm_mAP_50: 0.6250, segm_mAP_75: 0.4380, segm_mAP_s: 0.2240, segm_mAP_m: 0.4340, segm_mAP_l: 0.5840, segm_mAP_copypaste: 0.404 0.625 0.438 0.224 0.434 0.584 2022-06-15 23:15:13,621 - mmdet - INFO - Epoch [20][50/7330] lr: 1.000e-04, eta: 18:00:37, time: 7.168, data_time: 6.709, memory: 16078, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1585, s0.acc: 94.4385, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2237, s1.loss_cls: 0.0742, s1.acc: 94.6404, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1119, s2.loss_cls: 0.0358, s2.acc: 94.6430, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0530, loss: 1.0849 2022-06-15 23:15:36,553 - mmdet - INFO - Epoch [20][100/7330] lr: 1.000e-04, eta: 18:00:05, time: 0.459, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1564, s0.acc: 94.6143, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2232, s1.loss_cls: 0.0734, s1.acc: 94.8159, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1120, s2.loss_cls: 0.0366, s2.acc: 94.7085, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0530, loss: 1.0756 2022-06-15 23:16:00,162 - mmdet - INFO - Epoch [20][150/7330] lr: 1.000e-04, eta: 17:59:34, time: 0.472, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1646, s0.acc: 94.3721, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2236, s1.loss_cls: 0.0774, s1.acc: 94.5800, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1111, s2.loss_cls: 0.0376, s2.acc: 94.5754, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0526, loss: 1.0879 2022-06-15 23:16:23,696 - mmdet - INFO - Epoch [20][200/7330] lr: 1.000e-04, eta: 17:59:02, time: 0.470, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1519, s0.acc: 94.6541, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2203, s1.loss_cls: 0.0715, s1.acc: 94.8817, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1122, s2.loss_cls: 0.0350, s2.acc: 94.8532, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0525, loss: 1.0658 2022-06-15 23:16:47,664 - mmdet - INFO - Epoch [20][250/7330] lr: 1.000e-04, eta: 17:58:32, time: 0.480, data_time: 0.023, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1605, s0.acc: 94.4915, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2237, s1.loss_cls: 0.0758, s1.acc: 94.6426, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1129, s2.loss_cls: 0.0370, s2.acc: 94.5830, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0535, loss: 1.0813 2022-06-15 23:17:11,275 - mmdet - INFO - Epoch [20][300/7330] lr: 1.000e-04, eta: 17:58:01, time: 0.472, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1611, s0.acc: 94.3923, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2195, s1.loss_cls: 0.0750, s1.acc: 94.6654, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1118, s2.loss_cls: 0.0368, s2.acc: 94.6394, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0532, loss: 1.0819 2022-06-15 23:17:34,090 - mmdet - INFO - Epoch [20][350/7330] lr: 1.000e-04, eta: 17:57:28, time: 0.457, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1603, s0.acc: 94.4766, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2229, s1.loss_cls: 0.0754, s1.acc: 94.6132, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1123, s2.loss_cls: 0.0369, s2.acc: 94.5910, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.0791 2022-06-15 23:17:57,482 - mmdet - INFO - Epoch [20][400/7330] lr: 1.000e-04, eta: 17:56:57, time: 0.468, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1636, s0.acc: 94.3206, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2327, s1.loss_cls: 0.0775, s1.acc: 94.5125, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1169, s2.loss_cls: 0.0374, s2.acc: 94.5224, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0552, loss: 1.1219 2022-06-15 23:18:21,020 - mmdet - INFO - Epoch [20][450/7330] lr: 1.000e-04, eta: 17:56:25, time: 0.471, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1646, s0.acc: 94.3123, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2174, s1.loss_cls: 0.0777, s1.acc: 94.4814, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1097, s2.loss_cls: 0.0381, s2.acc: 94.3963, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0863 2022-06-15 23:18:44,072 - mmdet - INFO - Epoch [20][500/7330] lr: 1.000e-04, eta: 17:55:53, time: 0.461, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1545, s0.acc: 94.6726, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2198, s1.loss_cls: 0.0721, s1.acc: 94.9616, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1106, s2.loss_cls: 0.0353, s2.acc: 94.9521, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0520, loss: 1.0597 2022-06-15 23:19:07,564 - mmdet - INFO - Epoch [20][550/7330] lr: 1.000e-04, eta: 17:55:22, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1609, s0.acc: 94.4570, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2285, s1.loss_cls: 0.0748, s1.acc: 94.6613, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1130, s2.loss_cls: 0.0372, s2.acc: 94.5111, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0530, loss: 1.0925 2022-06-15 23:19:30,433 - mmdet - INFO - Epoch [20][600/7330] lr: 1.000e-04, eta: 17:54:49, time: 0.457, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1667, s0.acc: 94.1865, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2358, s1.loss_cls: 0.0773, s1.acc: 94.4207, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1178, s2.loss_cls: 0.0381, s2.acc: 94.3763, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0555, loss: 1.1317 2022-06-15 23:19:53,555 - mmdet - INFO - Epoch [20][650/7330] lr: 1.000e-04, eta: 17:54:17, time: 0.462, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1634, s0.acc: 94.3733, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2270, s1.loss_cls: 0.0774, s1.acc: 94.5268, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1145, s2.loss_cls: 0.0385, s2.acc: 94.3403, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0539, loss: 1.0973 2022-06-15 23:20:17,088 - mmdet - INFO - Epoch [20][700/7330] lr: 1.000e-04, eta: 17:53:46, time: 0.471, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1757, s0.acc: 93.9216, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2293, s1.loss_cls: 0.0822, s1.acc: 94.1411, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1144, s2.loss_cls: 0.0399, s2.acc: 94.1860, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0538, loss: 1.1299 2022-06-15 23:20:40,181 - mmdet - INFO - Epoch [20][750/7330] lr: 1.000e-04, eta: 17:53:14, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1714, s0.acc: 94.0066, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2306, s1.loss_cls: 0.0809, s1.acc: 94.2280, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1163, s2.loss_cls: 0.0397, s2.acc: 94.0749, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0549, loss: 1.1402 2022-06-15 23:21:03,776 - mmdet - INFO - Epoch [20][800/7330] lr: 1.000e-04, eta: 17:52:43, time: 0.472, data_time: 0.023, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1665, s0.acc: 94.2417, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2247, s1.loss_cls: 0.0791, s1.acc: 94.3767, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1135, s2.loss_cls: 0.0391, s2.acc: 94.3794, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.1089 2022-06-15 23:21:27,714 - mmdet - INFO - Epoch [20][850/7330] lr: 1.000e-04, eta: 17:52:13, time: 0.479, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1646, s0.acc: 94.3696, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2273, s1.loss_cls: 0.0774, s1.acc: 94.5906, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1146, s2.loss_cls: 0.0381, s2.acc: 94.5692, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0539, loss: 1.1090 2022-06-15 23:21:51,180 - mmdet - INFO - Epoch [20][900/7330] lr: 1.000e-04, eta: 17:51:42, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1659, s0.acc: 94.2976, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2196, s1.loss_cls: 0.0774, s1.acc: 94.5347, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1113, s2.loss_cls: 0.0378, s2.acc: 94.4556, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0528, loss: 1.0973 2022-06-15 23:22:14,911 - mmdet - INFO - Epoch [20][950/7330] lr: 1.000e-04, eta: 17:51:11, time: 0.475, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1661, s0.acc: 94.0684, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2299, s1.loss_cls: 0.0789, s1.acc: 94.2652, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1148, s2.loss_cls: 0.0394, s2.acc: 94.0741, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1259 2022-06-15 23:22:38,128 - mmdet - INFO - Epoch [20][1000/7330] lr: 1.000e-04, eta: 17:50:39, time: 0.464, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1679, s0.acc: 94.1355, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2274, s1.loss_cls: 0.0792, s1.acc: 94.3373, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1140, s2.loss_cls: 0.0386, s2.acc: 94.2804, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.1117 2022-06-15 23:23:01,393 - mmdet - INFO - Epoch [20][1050/7330] lr: 1.000e-04, eta: 17:50:08, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1665, s0.acc: 94.2705, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2320, s1.loss_cls: 0.0775, s1.acc: 94.5190, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1156, s2.loss_cls: 0.0381, s2.acc: 94.4090, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0546, loss: 1.1218 2022-06-15 23:23:24,513 - mmdet - INFO - Epoch [20][1100/7330] lr: 1.000e-04, eta: 17:49:36, time: 0.462, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1600, s0.acc: 94.4426, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2210, s1.loss_cls: 0.0747, s1.acc: 94.6759, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1108, s2.loss_cls: 0.0370, s2.acc: 94.5048, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0523, loss: 1.0861 2022-06-15 23:23:47,410 - mmdet - INFO - Epoch [20][1150/7330] lr: 1.000e-04, eta: 17:49:03, time: 0.458, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1722, s0.acc: 93.9336, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2326, s1.loss_cls: 0.0817, s1.acc: 94.1569, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1160, s2.loss_cls: 0.0398, s2.acc: 94.0711, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0546, loss: 1.1473 2022-06-15 23:24:10,645 - mmdet - INFO - Epoch [20][1200/7330] lr: 1.000e-04, eta: 17:48:32, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1722, s0.acc: 94.0886, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2301, s1.loss_cls: 0.0800, s1.acc: 94.2971, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1158, s2.loss_cls: 0.0393, s2.acc: 94.2200, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0546, loss: 1.1332 2022-06-15 23:24:34,014 - mmdet - INFO - Epoch [20][1250/7330] lr: 1.000e-04, eta: 17:48:00, time: 0.467, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1620, s0.acc: 94.3086, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2234, s1.loss_cls: 0.0765, s1.acc: 94.5506, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1131, s2.loss_cls: 0.0381, s2.acc: 94.4053, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.0960 2022-06-15 23:24:57,453 - mmdet - INFO - Epoch [20][1300/7330] lr: 1.000e-04, eta: 17:47:29, time: 0.466, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1678, s0.acc: 94.1787, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2184, s1.loss_cls: 0.0788, s1.acc: 94.3759, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1100, s2.loss_cls: 0.0392, s2.acc: 94.2189, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0520, loss: 1.1038 2022-06-15 23:25:20,645 - mmdet - INFO - Epoch [20][1350/7330] lr: 1.000e-04, eta: 17:46:58, time: 0.467, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1673, s0.acc: 94.3076, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2247, s1.loss_cls: 0.0786, s1.acc: 94.4052, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1133, s2.loss_cls: 0.0382, s2.acc: 94.4194, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.1013 2022-06-15 23:25:44,257 - mmdet - INFO - Epoch [20][1400/7330] lr: 1.000e-04, eta: 17:46:27, time: 0.472, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1651, s0.acc: 94.2524, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2209, s1.loss_cls: 0.0768, s1.acc: 94.5340, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1111, s2.loss_cls: 0.0377, s2.acc: 94.5084, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0527, loss: 1.0959 2022-06-15 23:26:08,351 - mmdet - INFO - Epoch [20][1450/7330] lr: 1.000e-04, eta: 17:45:57, time: 0.482, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1738, s0.acc: 93.9868, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2295, s1.loss_cls: 0.0809, s1.acc: 94.1698, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1154, s2.loss_cls: 0.0395, s2.acc: 94.2147, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0545, loss: 1.1485 2022-06-15 23:26:31,715 - mmdet - INFO - Epoch [20][1500/7330] lr: 1.000e-04, eta: 17:45:26, time: 0.468, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1695, s0.acc: 94.0525, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2287, s1.loss_cls: 0.0773, s1.acc: 94.5009, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1133, s2.loss_cls: 0.0378, s2.acc: 94.5009, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.1229 2022-06-15 23:26:54,759 - mmdet - INFO - Epoch [20][1550/7330] lr: 1.000e-04, eta: 17:44:54, time: 0.461, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1589, s0.acc: 94.4988, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2246, s1.loss_cls: 0.0746, s1.acc: 94.7157, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1137, s2.loss_cls: 0.0369, s2.acc: 94.5756, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.0930 2022-06-15 23:27:17,902 - mmdet - INFO - Epoch [20][1600/7330] lr: 1.000e-04, eta: 17:44:22, time: 0.463, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1630, s0.acc: 94.3208, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2232, s1.loss_cls: 0.0759, s1.acc: 94.5363, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1118, s2.loss_cls: 0.0372, s2.acc: 94.4626, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0525, loss: 1.0936 2022-06-15 23:27:40,670 - mmdet - INFO - Epoch [20][1650/7330] lr: 1.000e-04, eta: 17:43:50, time: 0.456, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1576, s0.acc: 94.6069, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2218, s1.loss_cls: 0.0739, s1.acc: 94.8621, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1113, s2.loss_cls: 0.0362, s2.acc: 94.7648, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0528, loss: 1.0569 2022-06-15 23:28:04,045 - mmdet - INFO - Epoch [20][1700/7330] lr: 1.000e-04, eta: 17:43:18, time: 0.468, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1592, s0.acc: 94.4968, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2281, s1.loss_cls: 0.0738, s1.acc: 94.7811, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1147, s2.loss_cls: 0.0364, s2.acc: 94.6807, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0546, loss: 1.0925 2022-06-15 23:28:27,156 - mmdet - INFO - Epoch [20][1750/7330] lr: 1.000e-04, eta: 17:42:47, time: 0.462, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1635, s0.acc: 94.3423, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2291, s1.loss_cls: 0.0761, s1.acc: 94.6041, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1151, s2.loss_cls: 0.0376, s2.acc: 94.5848, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1114 2022-06-15 23:28:50,334 - mmdet - INFO - Epoch [20][1800/7330] lr: 1.000e-04, eta: 17:42:15, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1635, s0.acc: 94.2712, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2262, s1.loss_cls: 0.0762, s1.acc: 94.4585, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1142, s2.loss_cls: 0.0377, s2.acc: 94.3949, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0542, loss: 1.1067 2022-06-15 23:29:13,576 - mmdet - INFO - Epoch [20][1850/7330] lr: 1.000e-04, eta: 17:41:44, time: 0.465, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1622, s0.acc: 94.4553, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2224, s1.loss_cls: 0.0759, s1.acc: 94.7087, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1121, s2.loss_cls: 0.0372, s2.acc: 94.7120, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0529, loss: 1.0822 2022-06-15 23:29:37,184 - mmdet - INFO - Epoch [20][1900/7330] lr: 1.000e-04, eta: 17:41:13, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1688, s0.acc: 94.0850, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2312, s1.loss_cls: 0.0792, s1.acc: 94.3359, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1166, s2.loss_cls: 0.0382, s2.acc: 94.3447, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0548, loss: 1.1410 2022-06-15 23:30:00,279 - mmdet - INFO - Epoch [20][1950/7330] lr: 1.000e-04, eta: 17:40:41, time: 0.464, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1667, s0.acc: 94.3560, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2262, s1.loss_cls: 0.0789, s1.acc: 94.5777, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1130, s2.loss_cls: 0.0384, s2.acc: 94.5399, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.0998 2022-06-15 23:30:23,738 - mmdet - INFO - Epoch [20][2000/7330] lr: 1.000e-04, eta: 17:40:10, time: 0.469, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1587, s0.acc: 94.4500, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2241, s1.loss_cls: 0.0743, s1.acc: 94.6705, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1129, s2.loss_cls: 0.0366, s2.acc: 94.6126, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.0928 2022-06-15 23:30:46,936 - mmdet - INFO - Epoch [20][2050/7330] lr: 1.000e-04, eta: 17:39:39, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1629, s0.acc: 94.3196, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2249, s1.loss_cls: 0.0761, s1.acc: 94.5995, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1116, s2.loss_cls: 0.0378, s2.acc: 94.3968, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0529, loss: 1.0899 2022-06-15 23:31:09,864 - mmdet - INFO - Epoch [20][2100/7330] lr: 1.000e-04, eta: 17:39:07, time: 0.459, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1634, s0.acc: 94.3315, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2264, s1.loss_cls: 0.0762, s1.acc: 94.5778, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1128, s2.loss_cls: 0.0375, s2.acc: 94.5365, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0534, loss: 1.1022 2022-06-15 23:31:32,967 - mmdet - INFO - Epoch [20][2150/7330] lr: 1.000e-04, eta: 17:38:35, time: 0.462, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1617, s0.acc: 94.4978, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2252, s1.loss_cls: 0.0750, s1.acc: 94.7936, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1119, s2.loss_cls: 0.0368, s2.acc: 94.6948, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0530, loss: 1.0790 2022-06-15 23:31:56,512 - mmdet - INFO - Epoch [20][2200/7330] lr: 1.000e-04, eta: 17:38:04, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1603, s0.acc: 94.5620, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2255, s1.loss_cls: 0.0759, s1.acc: 94.6610, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1138, s2.loss_cls: 0.0377, s2.acc: 94.5257, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0538, loss: 1.0793 2022-06-15 23:32:19,691 - mmdet - INFO - Epoch [20][2250/7330] lr: 1.000e-04, eta: 17:37:33, time: 0.461, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1655, s0.acc: 94.2327, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2264, s1.loss_cls: 0.0761, s1.acc: 94.6024, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1134, s2.loss_cls: 0.0373, s2.acc: 94.6124, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0536, loss: 1.1195 2022-06-15 23:32:42,769 - mmdet - INFO - Epoch [20][2300/7330] lr: 1.000e-04, eta: 17:37:01, time: 0.464, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1591, s0.acc: 94.4661, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2238, s1.loss_cls: 0.0743, s1.acc: 94.7107, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1120, s2.loss_cls: 0.0364, s2.acc: 94.6346, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0531, loss: 1.0868 2022-06-15 23:33:06,085 - mmdet - INFO - Epoch [20][2350/7330] lr: 1.000e-04, eta: 17:36:30, time: 0.466, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1693, s0.acc: 94.2490, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2332, s1.loss_cls: 0.0791, s1.acc: 94.4270, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1154, s2.loss_cls: 0.0383, s2.acc: 94.4093, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0542, loss: 1.1279 2022-06-15 23:33:28,984 - mmdet - INFO - Epoch [20][2400/7330] lr: 1.000e-04, eta: 17:35:58, time: 0.458, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1609, s0.acc: 94.4648, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2215, s1.loss_cls: 0.0756, s1.acc: 94.6194, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1110, s2.loss_cls: 0.0366, s2.acc: 94.6133, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0525, loss: 1.0715 2022-06-15 23:33:52,277 - mmdet - INFO - Epoch [20][2450/7330] lr: 1.000e-04, eta: 17:35:27, time: 0.466, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1574, s0.acc: 94.5518, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2245, s1.loss_cls: 0.0739, s1.acc: 94.7908, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1121, s2.loss_cls: 0.0366, s2.acc: 94.6344, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.0785 2022-06-15 23:34:15,855 - mmdet - INFO - Epoch [20][2500/7330] lr: 1.000e-04, eta: 17:34:56, time: 0.471, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1657, s0.acc: 94.1245, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2317, s1.loss_cls: 0.0787, s1.acc: 94.3204, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1152, s2.loss_cls: 0.0384, s2.acc: 94.3513, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0542, loss: 1.1220 2022-06-15 23:34:39,389 - mmdet - INFO - Epoch [20][2550/7330] lr: 1.000e-04, eta: 17:34:26, time: 0.471, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1653, s0.acc: 94.2913, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2250, s1.loss_cls: 0.0774, s1.acc: 94.4855, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1132, s2.loss_cls: 0.0386, s2.acc: 94.3352, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0532, loss: 1.1026 2022-06-15 23:35:02,915 - mmdet - INFO - Epoch [20][2600/7330] lr: 1.000e-04, eta: 17:33:55, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1682, s0.acc: 94.2676, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2286, s1.loss_cls: 0.0796, s1.acc: 94.3787, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1152, s2.loss_cls: 0.0387, s2.acc: 94.4029, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1285 2022-06-15 23:35:26,256 - mmdet - INFO - Epoch [20][2650/7330] lr: 1.000e-04, eta: 17:33:24, time: 0.467, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1687, s0.acc: 94.1519, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2266, s1.loss_cls: 0.0810, s1.acc: 94.1618, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1138, s2.loss_cls: 0.0394, s2.acc: 94.2226, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0536, loss: 1.1100 2022-06-15 23:35:50,043 - mmdet - INFO - Epoch [20][2700/7330] lr: 1.000e-04, eta: 17:32:54, time: 0.476, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1737, s0.acc: 94.0232, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2270, s1.loss_cls: 0.0818, s1.acc: 94.1347, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1136, s2.loss_cls: 0.0398, s2.acc: 94.1946, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0538, loss: 1.1338 2022-06-15 23:36:13,479 - mmdet - INFO - Epoch [20][2750/7330] lr: 1.000e-04, eta: 17:32:23, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1706, s0.acc: 94.1443, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2308, s1.loss_cls: 0.0805, s1.acc: 94.3176, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1154, s2.loss_cls: 0.0391, s2.acc: 94.3719, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0541, loss: 1.1267 2022-06-15 23:36:36,839 - mmdet - INFO - Epoch [20][2800/7330] lr: 1.000e-04, eta: 17:31:52, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1644, s0.acc: 94.3210, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2272, s1.loss_cls: 0.0775, s1.acc: 94.5667, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1142, s2.loss_cls: 0.0375, s2.acc: 94.4920, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.1039 2022-06-15 23:37:00,227 - mmdet - INFO - Epoch [20][2850/7330] lr: 1.000e-04, eta: 17:31:21, time: 0.468, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1642, s0.acc: 94.2866, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2267, s1.loss_cls: 0.0773, s1.acc: 94.3851, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1131, s2.loss_cls: 0.0386, s2.acc: 94.1845, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0530, loss: 1.1103 2022-06-15 23:37:23,808 - mmdet - INFO - Epoch [20][2900/7330] lr: 1.000e-04, eta: 17:30:51, time: 0.472, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1706, s0.acc: 94.0952, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2292, s1.loss_cls: 0.0804, s1.acc: 94.2294, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1146, s2.loss_cls: 0.0393, s2.acc: 94.2901, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0541, loss: 1.1413 2022-06-15 23:37:47,604 - mmdet - INFO - Epoch [20][2950/7330] lr: 1.000e-04, eta: 17:30:21, time: 0.476, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1599, s0.acc: 94.4277, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2216, s1.loss_cls: 0.0747, s1.acc: 94.7205, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1122, s2.loss_cls: 0.0370, s2.acc: 94.6070, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0527, loss: 1.0855 2022-06-15 23:38:11,252 - mmdet - INFO - Epoch [20][3000/7330] lr: 1.000e-04, eta: 17:29:50, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1677, s0.acc: 94.2307, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2279, s1.loss_cls: 0.0794, s1.acc: 94.3757, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1140, s2.loss_cls: 0.0390, s2.acc: 94.3473, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0538, loss: 1.1169 2022-06-15 23:38:34,512 - mmdet - INFO - Epoch [20][3050/7330] lr: 1.000e-04, eta: 17:29:19, time: 0.465, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1593, s0.acc: 94.4609, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2241, s1.loss_cls: 0.0756, s1.acc: 94.6714, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1125, s2.loss_cls: 0.0367, s2.acc: 94.6965, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0787 2022-06-15 23:38:57,619 - mmdet - INFO - Epoch [20][3100/7330] lr: 1.000e-04, eta: 17:28:48, time: 0.462, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1661, s0.acc: 94.2854, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2267, s1.loss_cls: 0.0786, s1.acc: 94.4866, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1131, s2.loss_cls: 0.0382, s2.acc: 94.4486, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0531, loss: 1.1073 2022-06-15 23:39:21,216 - mmdet - INFO - Epoch [20][3150/7330] lr: 1.000e-04, eta: 17:28:17, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1569, s0.acc: 94.6309, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2263, s1.loss_cls: 0.0723, s1.acc: 94.9103, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1136, s2.loss_cls: 0.0353, s2.acc: 94.8981, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.0775 2022-06-15 23:39:44,864 - mmdet - INFO - Epoch [20][3200/7330] lr: 1.000e-04, eta: 17:27:47, time: 0.472, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1697, s0.acc: 94.1553, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2291, s1.loss_cls: 0.0793, s1.acc: 94.3902, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1146, s2.loss_cls: 0.0386, s2.acc: 94.3495, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1176 2022-06-15 23:40:08,748 - mmdet - INFO - Epoch [20][3250/7330] lr: 1.000e-04, eta: 17:27:17, time: 0.478, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1657, s0.acc: 94.3062, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2267, s1.loss_cls: 0.0781, s1.acc: 94.4285, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1126, s2.loss_cls: 0.0381, s2.acc: 94.4094, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.1034 2022-06-15 23:40:33,005 - mmdet - INFO - Epoch [20][3300/7330] lr: 1.000e-04, eta: 17:26:48, time: 0.486, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1634, s0.acc: 94.3110, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2361, s1.loss_cls: 0.0768, s1.acc: 94.5243, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1179, s2.loss_cls: 0.0378, s2.acc: 94.3515, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0553, loss: 1.1244 2022-06-15 23:40:57,070 - mmdet - INFO - Epoch [20][3350/7330] lr: 1.000e-04, eta: 17:26:19, time: 0.481, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1591, s0.acc: 94.4463, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2282, s1.loss_cls: 0.0759, s1.acc: 94.6069, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1154, s2.loss_cls: 0.0372, s2.acc: 94.6010, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0549, loss: 1.1023 2022-06-15 23:41:20,496 - mmdet - INFO - Epoch [20][3400/7330] lr: 1.000e-04, eta: 17:25:48, time: 0.468, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1760, s0.acc: 93.9968, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2315, s1.loss_cls: 0.0836, s1.acc: 94.0842, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1153, s2.loss_cls: 0.0405, s2.acc: 94.0846, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0544, loss: 1.1517 2022-06-15 23:41:44,811 - mmdet - INFO - Epoch [20][3450/7330] lr: 1.000e-04, eta: 17:25:19, time: 0.486, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1729, s0.acc: 94.0413, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2290, s1.loss_cls: 0.0797, s1.acc: 94.4134, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1159, s2.loss_cls: 0.0393, s2.acc: 94.2840, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0549, loss: 1.1445 2022-06-15 23:42:08,551 - mmdet - INFO - Epoch [20][3500/7330] lr: 1.000e-04, eta: 17:24:49, time: 0.475, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1576, s0.acc: 94.6418, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2175, s1.loss_cls: 0.0731, s1.acc: 94.8663, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1108, s2.loss_cls: 0.0359, s2.acc: 94.7960, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0526, loss: 1.0572 2022-06-15 23:42:32,227 - mmdet - INFO - Epoch [20][3550/7330] lr: 1.000e-04, eta: 17:24:19, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1646, s0.acc: 94.2417, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2295, s1.loss_cls: 0.0771, s1.acc: 94.4108, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1152, s2.loss_cls: 0.0380, s2.acc: 94.3159, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0545, loss: 1.1160 2022-06-15 23:42:56,370 - mmdet - INFO - Epoch [20][3600/7330] lr: 1.000e-04, eta: 17:23:50, time: 0.483, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1677, s0.acc: 94.1587, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2305, s1.loss_cls: 0.0789, s1.acc: 94.3063, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1154, s2.loss_cls: 0.0385, s2.acc: 94.2480, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.1223 2022-06-15 23:43:20,696 - mmdet - INFO - Epoch [20][3650/7330] lr: 1.000e-04, eta: 17:23:21, time: 0.486, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1719, s0.acc: 94.1106, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2252, s1.loss_cls: 0.0800, s1.acc: 94.4047, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1133, s2.loss_cls: 0.0388, s2.acc: 94.3937, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1279 2022-06-15 23:43:44,264 - mmdet - INFO - Epoch [20][3700/7330] lr: 1.000e-04, eta: 17:22:50, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1691, s0.acc: 94.0771, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2328, s1.loss_cls: 0.0793, s1.acc: 94.2658, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1162, s2.loss_cls: 0.0385, s2.acc: 94.2766, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0547, loss: 1.1340 2022-06-15 23:44:08,095 - mmdet - INFO - Epoch [20][3750/7330] lr: 1.000e-04, eta: 17:22:20, time: 0.477, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1717, s0.acc: 94.1667, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2285, s1.loss_cls: 0.0810, s1.acc: 94.2743, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1126, s2.loss_cls: 0.0392, s2.acc: 94.2778, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.1223 2022-06-15 23:44:31,409 - mmdet - INFO - Epoch [20][3800/7330] lr: 1.000e-04, eta: 17:21:50, time: 0.466, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1520, s0.acc: 94.7153, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2225, s1.loss_cls: 0.0716, s1.acc: 94.9611, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1119, s2.loss_cls: 0.0351, s2.acc: 94.8896, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0527, loss: 1.0521 2022-06-15 23:44:54,929 - mmdet - INFO - Epoch [20][3850/7330] lr: 1.000e-04, eta: 17:21:19, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1696, s0.acc: 94.0798, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2265, s1.loss_cls: 0.0803, s1.acc: 94.2428, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1139, s2.loss_cls: 0.0394, s2.acc: 94.2308, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1232 2022-06-15 23:45:18,709 - mmdet - INFO - Epoch [20][3900/7330] lr: 1.000e-04, eta: 17:20:49, time: 0.476, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1665, s0.acc: 94.3613, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2219, s1.loss_cls: 0.0783, s1.acc: 94.4912, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1109, s2.loss_cls: 0.0382, s2.acc: 94.4695, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0523, loss: 1.0858 2022-06-15 23:45:42,234 - mmdet - INFO - Epoch [20][3950/7330] lr: 1.000e-04, eta: 17:20:19, time: 0.471, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1587, s0.acc: 94.5601, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2247, s1.loss_cls: 0.0747, s1.acc: 94.6874, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1123, s2.loss_cls: 0.0368, s2.acc: 94.6371, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0532, loss: 1.0791 2022-06-15 23:46:05,504 - mmdet - INFO - Epoch [20][4000/7330] lr: 1.000e-04, eta: 17:19:48, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1686, s0.acc: 94.2405, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2252, s1.loss_cls: 0.0784, s1.acc: 94.4728, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1129, s2.loss_cls: 0.0384, s2.acc: 94.4205, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0532, loss: 1.1053 2022-06-15 23:46:28,970 - mmdet - INFO - Epoch [20][4050/7330] lr: 1.000e-04, eta: 17:19:18, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1686, s0.acc: 94.1477, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2305, s1.loss_cls: 0.0794, s1.acc: 94.2867, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1158, s2.loss_cls: 0.0389, s2.acc: 94.2996, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0545, loss: 1.1301 2022-06-15 23:46:52,722 - mmdet - INFO - Epoch [20][4100/7330] lr: 1.000e-04, eta: 17:18:47, time: 0.473, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1607, s0.acc: 94.5151, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2278, s1.loss_cls: 0.0764, s1.acc: 94.6645, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1141, s2.loss_cls: 0.0374, s2.acc: 94.5849, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.1024 2022-06-15 23:47:16,173 - mmdet - INFO - Epoch [20][4150/7330] lr: 1.000e-04, eta: 17:18:17, time: 0.471, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1653, s0.acc: 94.2815, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2279, s1.loss_cls: 0.0786, s1.acc: 94.4343, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1148, s2.loss_cls: 0.0386, s2.acc: 94.3593, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.1146 2022-06-15 23:47:39,424 - mmdet - INFO - Epoch [20][4200/7330] lr: 1.000e-04, eta: 17:17:46, time: 0.465, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1638, s0.acc: 94.4729, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2293, s1.loss_cls: 0.0769, s1.acc: 94.7364, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1147, s2.loss_cls: 0.0374, s2.acc: 94.6905, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0542, loss: 1.0943 2022-06-15 23:48:03,518 - mmdet - INFO - Epoch [20][4250/7330] lr: 1.000e-04, eta: 17:17:17, time: 0.482, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1631, s0.acc: 94.4001, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2308, s1.loss_cls: 0.0765, s1.acc: 94.6116, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1153, s2.loss_cls: 0.0376, s2.acc: 94.5044, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0546, loss: 1.1030 2022-06-15 23:48:27,181 - mmdet - INFO - Epoch [20][4300/7330] lr: 1.000e-04, eta: 17:16:47, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1681, s0.acc: 94.2310, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2326, s1.loss_cls: 0.0777, s1.acc: 94.5742, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1160, s2.loss_cls: 0.0376, s2.acc: 94.5291, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0550, loss: 1.1219 2022-06-15 23:48:50,448 - mmdet - INFO - Epoch [20][4350/7330] lr: 1.000e-04, eta: 17:16:16, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1654, s0.acc: 94.2676, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2333, s1.loss_cls: 0.0792, s1.acc: 94.3476, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1175, s2.loss_cls: 0.0385, s2.acc: 94.3328, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0552, loss: 1.1236 2022-06-15 23:49:14,116 - mmdet - INFO - Epoch [20][4400/7330] lr: 1.000e-04, eta: 17:15:46, time: 0.473, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1658, s0.acc: 94.2717, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2234, s1.loss_cls: 0.0781, s1.acc: 94.4284, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1120, s2.loss_cls: 0.0381, s2.acc: 94.4694, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0526, loss: 1.0990 2022-06-15 23:49:37,928 - mmdet - INFO - Epoch [20][4450/7330] lr: 1.000e-04, eta: 17:15:17, time: 0.477, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1635, s0.acc: 94.3154, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2276, s1.loss_cls: 0.0778, s1.acc: 94.5232, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1143, s2.loss_cls: 0.0377, s2.acc: 94.5461, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0538, loss: 1.1081 2022-06-15 23:50:01,301 - mmdet - INFO - Epoch [20][4500/7330] lr: 1.000e-04, eta: 17:14:46, time: 0.467, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1609, s0.acc: 94.5251, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2254, s1.loss_cls: 0.0766, s1.acc: 94.5847, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1128, s2.loss_cls: 0.0375, s2.acc: 94.5594, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0533, loss: 1.0915 2022-06-15 23:50:24,552 - mmdet - INFO - Epoch [20][4550/7330] lr: 1.000e-04, eta: 17:14:15, time: 0.465, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1609, s0.acc: 94.4172, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2227, s1.loss_cls: 0.0751, s1.acc: 94.6412, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1122, s2.loss_cls: 0.0370, s2.acc: 94.4696, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.0844 2022-06-15 23:50:47,607 - mmdet - INFO - Epoch [20][4600/7330] lr: 1.000e-04, eta: 17:13:44, time: 0.461, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1538, s0.acc: 94.6511, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2249, s1.loss_cls: 0.0722, s1.acc: 94.8107, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1132, s2.loss_cls: 0.0356, s2.acc: 94.7170, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0533, loss: 1.0578 2022-06-15 23:51:11,161 - mmdet - INFO - Epoch [20][4650/7330] lr: 1.000e-04, eta: 17:13:14, time: 0.471, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1660, s0.acc: 94.2974, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2306, s1.loss_cls: 0.0784, s1.acc: 94.4656, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1162, s2.loss_cls: 0.0391, s2.acc: 94.3121, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0553, loss: 1.1134 2022-06-15 23:51:34,593 - mmdet - INFO - Epoch [20][4700/7330] lr: 1.000e-04, eta: 17:12:43, time: 0.469, data_time: 0.026, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1676, s0.acc: 94.2505, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2227, s1.loss_cls: 0.0770, s1.acc: 94.5090, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1121, s2.loss_cls: 0.0382, s2.acc: 94.4444, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.1000 2022-06-15 23:51:58,097 - mmdet - INFO - Epoch [20][4750/7330] lr: 1.000e-04, eta: 17:12:13, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1568, s0.acc: 94.4946, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2208, s1.loss_cls: 0.0735, s1.acc: 94.6856, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1111, s2.loss_cls: 0.0363, s2.acc: 94.6525, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0525, loss: 1.0678 2022-06-15 23:52:21,767 - mmdet - INFO - Epoch [20][4800/7330] lr: 1.000e-04, eta: 17:11:43, time: 0.473, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1752, s0.acc: 94.0254, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2266, s1.loss_cls: 0.0816, s1.acc: 94.3309, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1139, s2.loss_cls: 0.0402, s2.acc: 94.2436, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0539, loss: 1.1427 2022-06-15 23:52:45,012 - mmdet - INFO - Epoch [20][4850/7330] lr: 1.000e-04, eta: 17:11:13, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1667, s0.acc: 94.2871, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2306, s1.loss_cls: 0.0768, s1.acc: 94.5226, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1148, s2.loss_cls: 0.0366, s2.acc: 94.5997, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0542, loss: 1.1030 2022-06-15 23:53:08,664 - mmdet - INFO - Epoch [20][4900/7330] lr: 1.000e-04, eta: 17:10:43, time: 0.473, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1673, s0.acc: 94.3223, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2273, s1.loss_cls: 0.0783, s1.acc: 94.5980, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1131, s2.loss_cls: 0.0381, s2.acc: 94.5474, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.1034 2022-06-15 23:53:31,961 - mmdet - INFO - Epoch [20][4950/7330] lr: 1.000e-04, eta: 17:10:12, time: 0.466, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1530, s0.acc: 94.7117, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2143, s1.loss_cls: 0.0730, s1.acc: 94.8297, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1089, s2.loss_cls: 0.0361, s2.acc: 94.7522, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0512, loss: 1.0375 2022-06-15 23:53:55,310 - mmdet - INFO - Epoch [20][5000/7330] lr: 1.000e-04, eta: 17:09:42, time: 0.467, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1666, s0.acc: 94.2832, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2218, s1.loss_cls: 0.0779, s1.acc: 94.4585, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1128, s2.loss_cls: 0.0375, s2.acc: 94.5417, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.1065 2022-06-15 23:54:18,491 - mmdet - INFO - Epoch [20][5050/7330] lr: 1.000e-04, eta: 17:09:11, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1559, s0.acc: 94.6343, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2202, s1.loss_cls: 0.0735, s1.acc: 94.8225, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1113, s2.loss_cls: 0.0366, s2.acc: 94.7656, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0526, loss: 1.0589 2022-06-15 23:54:41,990 - mmdet - INFO - Epoch [20][5100/7330] lr: 1.000e-04, eta: 17:08:41, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1575, s0.acc: 94.5200, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2250, s1.loss_cls: 0.0738, s1.acc: 94.6539, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1116, s2.loss_cls: 0.0358, s2.acc: 94.7057, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0526, loss: 1.0804 2022-06-15 23:55:05,091 - mmdet - INFO - Epoch [20][5150/7330] lr: 1.000e-04, eta: 17:08:10, time: 0.462, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1678, s0.acc: 94.0930, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2343, s1.loss_cls: 0.0790, s1.acc: 94.3023, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1173, s2.loss_cls: 0.0382, s2.acc: 94.2329, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0553, loss: 1.1286 2022-06-15 23:55:29,354 - mmdet - INFO - Epoch [20][5200/7330] lr: 1.000e-04, eta: 17:07:41, time: 0.485, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1686, s0.acc: 94.0625, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2314, s1.loss_cls: 0.0798, s1.acc: 94.2653, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1165, s2.loss_cls: 0.0396, s2.acc: 94.1842, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0550, loss: 1.1290 2022-06-15 23:55:53,364 - mmdet - INFO - Epoch [20][5250/7330] lr: 1.000e-04, eta: 17:07:12, time: 0.480, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1656, s0.acc: 94.2305, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2283, s1.loss_cls: 0.0787, s1.acc: 94.3659, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1140, s2.loss_cls: 0.0387, s2.acc: 94.3213, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0538, loss: 1.1091 2022-06-15 23:56:17,150 - mmdet - INFO - Epoch [20][5300/7330] lr: 1.000e-04, eta: 17:06:42, time: 0.476, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1686, s0.acc: 94.2048, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2350, s1.loss_cls: 0.0798, s1.acc: 94.3947, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1167, s2.loss_cls: 0.0397, s2.acc: 94.2991, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0549, loss: 1.1346 2022-06-15 23:56:40,362 - mmdet - INFO - Epoch [20][5350/7330] lr: 1.000e-04, eta: 17:06:11, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1735, s0.acc: 94.0503, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2280, s1.loss_cls: 0.0815, s1.acc: 94.2498, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1143, s2.loss_cls: 0.0399, s2.acc: 94.1619, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1276 2022-06-15 23:57:04,069 - mmdet - INFO - Epoch [20][5400/7330] lr: 1.000e-04, eta: 17:05:42, time: 0.474, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1727, s0.acc: 94.1079, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2276, s1.loss_cls: 0.0806, s1.acc: 94.3933, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1144, s2.loss_cls: 0.0395, s2.acc: 94.3248, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1304 2022-06-15 23:57:27,893 - mmdet - INFO - Epoch [20][5450/7330] lr: 1.000e-04, eta: 17:05:12, time: 0.476, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1776, s0.acc: 93.8728, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2331, s1.loss_cls: 0.0830, s1.acc: 94.1329, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1156, s2.loss_cls: 0.0405, s2.acc: 94.1029, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.1590 2022-06-15 23:57:51,732 - mmdet - INFO - Epoch [20][5500/7330] lr: 1.000e-04, eta: 17:04:43, time: 0.477, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1633, s0.acc: 94.4133, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2266, s1.loss_cls: 0.0762, s1.acc: 94.6431, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1133, s2.loss_cls: 0.0370, s2.acc: 94.6706, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.0948 2022-06-15 23:58:14,942 - mmdet - INFO - Epoch [20][5550/7330] lr: 1.000e-04, eta: 17:04:12, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1571, s0.acc: 94.5166, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2212, s1.loss_cls: 0.0745, s1.acc: 94.6606, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1113, s2.loss_cls: 0.0365, s2.acc: 94.6223, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0523, loss: 1.0653 2022-06-15 23:58:38,497 - mmdet - INFO - Epoch [20][5600/7330] lr: 1.000e-04, eta: 17:03:42, time: 0.471, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1653, s0.acc: 94.4199, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2265, s1.loss_cls: 0.0775, s1.acc: 94.6359, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1152, s2.loss_cls: 0.0377, s2.acc: 94.5691, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0543, loss: 1.0932 2022-06-15 23:59:02,118 - mmdet - INFO - Epoch [20][5650/7330] lr: 1.000e-04, eta: 17:03:12, time: 0.472, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1729, s0.acc: 94.0825, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2275, s1.loss_cls: 0.0805, s1.acc: 94.3173, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1131, s2.loss_cls: 0.0392, s2.acc: 94.3301, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0534, loss: 1.1186 2022-06-15 23:59:26,104 - mmdet - INFO - Epoch [20][5700/7330] lr: 1.000e-04, eta: 17:02:43, time: 0.480, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1670, s0.acc: 94.2651, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2331, s1.loss_cls: 0.0788, s1.acc: 94.4258, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1172, s2.loss_cls: 0.0387, s2.acc: 94.2848, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0554, loss: 1.1296 2022-06-15 23:59:49,744 - mmdet - INFO - Epoch [20][5750/7330] lr: 1.000e-04, eta: 17:02:13, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1670, s0.acc: 94.2332, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2286, s1.loss_cls: 0.0792, s1.acc: 94.3927, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1154, s2.loss_cls: 0.0387, s2.acc: 94.2919, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1286 2022-06-16 00:00:15,067 - mmdet - INFO - Epoch [20][5800/7330] lr: 1.000e-04, eta: 17:01:47, time: 0.506, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1653, s0.acc: 94.2129, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2269, s1.loss_cls: 0.0780, s1.acc: 94.3642, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1146, s2.loss_cls: 0.0388, s2.acc: 94.2430, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0535, loss: 1.1146 2022-06-16 00:00:38,631 - mmdet - INFO - Epoch [20][5850/7330] lr: 1.000e-04, eta: 17:01:17, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1664, s0.acc: 94.1494, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2281, s1.loss_cls: 0.0777, s1.acc: 94.4524, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1144, s2.loss_cls: 0.0377, s2.acc: 94.4502, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0537, loss: 1.1020 2022-06-16 00:01:02,022 - mmdet - INFO - Epoch [20][5900/7330] lr: 1.000e-04, eta: 17:00:46, time: 0.468, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1599, s0.acc: 94.4858, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2271, s1.loss_cls: 0.0750, s1.acc: 94.6474, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1139, s2.loss_cls: 0.0374, s2.acc: 94.5289, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0538, loss: 1.0967 2022-06-16 00:01:25,715 - mmdet - INFO - Epoch [20][5950/7330] lr: 1.000e-04, eta: 17:00:17, time: 0.473, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1655, s0.acc: 94.3191, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2271, s1.loss_cls: 0.0784, s1.acc: 94.5333, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1134, s2.loss_cls: 0.0383, s2.acc: 94.4424, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0533, loss: 1.1011 2022-06-16 00:01:49,071 - mmdet - INFO - Epoch [20][6000/7330] lr: 1.000e-04, eta: 16:59:46, time: 0.467, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1663, s0.acc: 94.3577, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2263, s1.loss_cls: 0.0792, s1.acc: 94.5385, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1133, s2.loss_cls: 0.0382, s2.acc: 94.4128, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0533, loss: 1.1027 2022-06-16 00:02:12,272 - mmdet - INFO - Epoch [20][6050/7330] lr: 1.000e-04, eta: 16:59:16, time: 0.465, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1587, s0.acc: 94.5315, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2219, s1.loss_cls: 0.0745, s1.acc: 94.6664, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1117, s2.loss_cls: 0.0363, s2.acc: 94.6661, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0709 2022-06-16 00:02:35,777 - mmdet - INFO - Epoch [20][6100/7330] lr: 1.000e-04, eta: 16:58:46, time: 0.470, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1671, s0.acc: 94.1670, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2311, s1.loss_cls: 0.0787, s1.acc: 94.4068, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1164, s2.loss_cls: 0.0386, s2.acc: 94.3885, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0549, loss: 1.1266 2022-06-16 00:02:59,606 - mmdet - INFO - Epoch [20][6150/7330] lr: 1.000e-04, eta: 16:58:17, time: 0.477, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1653, s0.acc: 94.2197, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2255, s1.loss_cls: 0.0793, s1.acc: 94.3464, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1120, s2.loss_cls: 0.0390, s2.acc: 94.2691, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0526, loss: 1.1100 2022-06-16 00:03:23,722 - mmdet - INFO - Epoch [20][6200/7330] lr: 1.000e-04, eta: 16:57:48, time: 0.482, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1653, s0.acc: 94.3499, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2212, s1.loss_cls: 0.0785, s1.acc: 94.6407, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1110, s2.loss_cls: 0.0387, s2.acc: 94.5857, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0524, loss: 1.0915 2022-06-16 00:03:47,924 - mmdet - INFO - Epoch [20][6250/7330] lr: 1.000e-04, eta: 16:57:19, time: 0.483, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1640, s0.acc: 94.4382, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2253, s1.loss_cls: 0.0763, s1.acc: 94.6677, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1139, s2.loss_cls: 0.0372, s2.acc: 94.6087, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.0909 2022-06-16 00:04:11,732 - mmdet - INFO - Epoch [20][6300/7330] lr: 1.000e-04, eta: 16:56:50, time: 0.477, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1646, s0.acc: 94.4314, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2284, s1.loss_cls: 0.0771, s1.acc: 94.5928, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1147, s2.loss_cls: 0.0375, s2.acc: 94.6060, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0544, loss: 1.0984 2022-06-16 00:04:36,005 - mmdet - INFO - Epoch [20][6350/7330] lr: 1.000e-04, eta: 16:56:21, time: 0.485, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1715, s0.acc: 94.0286, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2297, s1.loss_cls: 0.0819, s1.acc: 94.2296, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1153, s2.loss_cls: 0.0401, s2.acc: 94.2555, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0539, loss: 1.1345 2022-06-16 00:04:59,135 - mmdet - INFO - Epoch [20][6400/7330] lr: 1.000e-04, eta: 16:55:51, time: 0.463, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1614, s0.acc: 94.4282, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2266, s1.loss_cls: 0.0757, s1.acc: 94.6270, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1134, s2.loss_cls: 0.0377, s2.acc: 94.4971, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0535, loss: 1.0939 2022-06-16 00:05:23,760 - mmdet - INFO - Epoch [20][6450/7330] lr: 1.000e-04, eta: 16:55:23, time: 0.493, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1714, s0.acc: 94.1106, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2285, s1.loss_cls: 0.0810, s1.acc: 94.2510, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1137, s2.loss_cls: 0.0396, s2.acc: 94.1166, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.1296 2022-06-16 00:05:46,932 - mmdet - INFO - Epoch [20][6500/7330] lr: 1.000e-04, eta: 16:54:52, time: 0.463, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1616, s0.acc: 94.4065, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2250, s1.loss_cls: 0.0761, s1.acc: 94.5395, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1138, s2.loss_cls: 0.0370, s2.acc: 94.4792, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0542, loss: 1.0907 2022-06-16 00:06:10,618 - mmdet - INFO - Epoch [20][6550/7330] lr: 1.000e-04, eta: 16:54:23, time: 0.474, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1643, s0.acc: 94.2051, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2280, s1.loss_cls: 0.0782, s1.acc: 94.3397, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1140, s2.loss_cls: 0.0385, s2.acc: 94.2509, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.1082 2022-06-16 00:06:34,169 - mmdet - INFO - Epoch [20][6600/7330] lr: 1.000e-04, eta: 16:53:53, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1662, s0.acc: 94.2585, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2326, s1.loss_cls: 0.0788, s1.acc: 94.3533, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1168, s2.loss_cls: 0.0389, s2.acc: 94.3454, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0553, loss: 1.1254 2022-06-16 00:06:57,879 - mmdet - INFO - Epoch [20][6650/7330] lr: 1.000e-04, eta: 16:53:23, time: 0.474, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1743, s0.acc: 94.0322, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2338, s1.loss_cls: 0.0818, s1.acc: 94.2597, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1165, s2.loss_cls: 0.0406, s2.acc: 94.1854, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0549, loss: 1.1538 2022-06-16 00:07:21,429 - mmdet - INFO - Epoch [20][6700/7330] lr: 1.000e-04, eta: 16:52:54, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1727, s0.acc: 94.0798, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2318, s1.loss_cls: 0.0802, s1.acc: 94.3233, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1155, s2.loss_cls: 0.0396, s2.acc: 94.1969, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0542, loss: 1.1365 2022-06-16 00:07:45,369 - mmdet - INFO - Epoch [20][6750/7330] lr: 1.000e-04, eta: 16:52:24, time: 0.479, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1622, s0.acc: 94.2788, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2332, s1.loss_cls: 0.0776, s1.acc: 94.4109, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1160, s2.loss_cls: 0.0380, s2.acc: 94.4783, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0547, loss: 1.1098 2022-06-16 00:08:08,990 - mmdet - INFO - Epoch [20][6800/7330] lr: 1.000e-04, eta: 16:51:55, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1697, s0.acc: 94.1042, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2294, s1.loss_cls: 0.0805, s1.acc: 94.2143, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1157, s2.loss_cls: 0.0392, s2.acc: 94.1982, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0549, loss: 1.1338 2022-06-16 00:08:32,303 - mmdet - INFO - Epoch [20][6850/7330] lr: 1.000e-04, eta: 16:51:25, time: 0.466, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1750, s0.acc: 94.0852, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2334, s1.loss_cls: 0.0827, s1.acc: 94.2253, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1170, s2.loss_cls: 0.0405, s2.acc: 94.1493, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1464 2022-06-16 00:08:55,885 - mmdet - INFO - Epoch [20][6900/7330] lr: 1.000e-04, eta: 16:50:55, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1637, s0.acc: 94.3970, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2234, s1.loss_cls: 0.0766, s1.acc: 94.6327, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1133, s2.loss_cls: 0.0381, s2.acc: 94.5207, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0541, loss: 1.0970 2022-06-16 00:09:19,192 - mmdet - INFO - Epoch [20][6950/7330] lr: 1.000e-04, eta: 16:50:25, time: 0.465, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1636, s0.acc: 94.4102, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2220, s1.loss_cls: 0.0768, s1.acc: 94.5856, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1123, s2.loss_cls: 0.0377, s2.acc: 94.5763, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0795 2022-06-16 00:09:42,004 - mmdet - INFO - Epoch [20][7000/7330] lr: 1.000e-04, eta: 16:49:54, time: 0.457, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1619, s0.acc: 94.4897, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2243, s1.loss_cls: 0.0760, s1.acc: 94.6459, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1114, s2.loss_cls: 0.0375, s2.acc: 94.6469, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0523, loss: 1.0736 2022-06-16 00:10:05,438 - mmdet - INFO - Epoch [20][7050/7330] lr: 1.000e-04, eta: 16:49:24, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1708, s0.acc: 93.9346, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2351, s1.loss_cls: 0.0805, s1.acc: 94.1703, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1175, s2.loss_cls: 0.0395, s2.acc: 94.1320, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0556, loss: 1.1593 2022-06-16 00:10:28,402 - mmdet - INFO - Epoch [20][7100/7330] lr: 1.000e-04, eta: 16:48:53, time: 0.459, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1712, s0.acc: 94.1326, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2337, s1.loss_cls: 0.0809, s1.acc: 94.3054, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1172, s2.loss_cls: 0.0401, s2.acc: 94.1821, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0555, loss: 1.1340 2022-06-16 00:10:51,845 - mmdet - INFO - Epoch [20][7150/7330] lr: 1.000e-04, eta: 16:48:23, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1731, s0.acc: 94.0996, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2345, s1.loss_cls: 0.0811, s1.acc: 94.2450, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1180, s2.loss_cls: 0.0397, s2.acc: 94.2241, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0553, loss: 1.1470 2022-06-16 00:11:14,834 - mmdet - INFO - Epoch [20][7200/7330] lr: 1.000e-04, eta: 16:47:52, time: 0.460, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1640, s0.acc: 94.3064, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2285, s1.loss_cls: 0.0780, s1.acc: 94.4852, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1155, s2.loss_cls: 0.0376, s2.acc: 94.5011, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0544, loss: 1.1120 2022-06-16 00:11:37,165 - mmdet - INFO - Epoch [20][7250/7330] lr: 1.000e-04, eta: 16:47:21, time: 0.447, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1670, s0.acc: 94.2659, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2276, s1.loss_cls: 0.0791, s1.acc: 94.4347, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1148, s2.loss_cls: 0.0382, s2.acc: 94.4633, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0539, loss: 1.1018 2022-06-16 00:11:59,894 - mmdet - INFO - Epoch [20][7300/7330] lr: 1.000e-04, eta: 16:46:49, time: 0.455, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1621, s0.acc: 94.3159, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2237, s1.loss_cls: 0.0773, s1.acc: 94.3792, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1127, s2.loss_cls: 0.0378, s2.acc: 94.3897, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0531, loss: 1.0922 2022-06-16 00:12:32,001 - mmdet - INFO - Saving checkpoint at 20 epochs 2022-06-16 00:16:55,798 - mmdet - INFO - Evaluating bbox... 2022-06-16 00:17:26,266 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.467 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.652 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.505 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.315 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.498 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.435 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.767 2022-06-16 00:17:26,267 - mmdet - INFO - Evaluating segm... 2022-06-16 00:17:57,374 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.406 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.627 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.436 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.232 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.363 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.573 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.696 2022-06-16 00:17:57,971 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 00:17:57,971 - mmdet - INFO - Epoch(val) [20][625] bbox_mAP: 0.4670, bbox_mAP_50: 0.6520, bbox_mAP_75: 0.5050, bbox_mAP_s: 0.3150, bbox_mAP_m: 0.4980, bbox_mAP_l: 0.6110, bbox_mAP_copypaste: 0.467 0.652 0.505 0.315 0.498 0.611, segm_mAP: 0.4060, segm_mAP_50: 0.6270, segm_mAP_75: 0.4360, segm_mAP_s: 0.2320, segm_mAP_m: 0.4320, segm_mAP_l: 0.5860, segm_mAP_copypaste: 0.406 0.627 0.436 0.232 0.432 0.586 2022-06-16 00:22:51,133 - mmdet - INFO - Epoch [21][50/7330] lr: 1.000e-04, eta: 16:53:35, time: 5.861, data_time: 5.383, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1629, s0.acc: 94.3906, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2260, s1.loss_cls: 0.0759, s1.acc: 94.6886, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1134, s2.loss_cls: 0.0373, s2.acc: 94.7444, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.0935 2022-06-16 00:23:14,441 - mmdet - INFO - Epoch [21][100/7330] lr: 1.000e-04, eta: 16:53:05, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1697, s0.acc: 94.2078, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2248, s1.loss_cls: 0.0787, s1.acc: 94.4098, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1135, s2.loss_cls: 0.0389, s2.acc: 94.3761, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0539, loss: 1.1245 2022-06-16 00:23:38,212 - mmdet - INFO - Epoch [21][150/7330] lr: 1.000e-04, eta: 16:52:35, time: 0.475, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1543, s0.acc: 94.5952, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2185, s1.loss_cls: 0.0729, s1.acc: 94.7393, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1098, s2.loss_cls: 0.0353, s2.acc: 94.7037, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0518, loss: 1.0613 2022-06-16 00:24:02,283 - mmdet - INFO - Epoch [21][200/7330] lr: 1.000e-04, eta: 16:52:06, time: 0.481, data_time: 0.023, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1635, s0.acc: 94.2192, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2268, s1.loss_cls: 0.0764, s1.acc: 94.4692, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1131, s2.loss_cls: 0.0378, s2.acc: 94.2513, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0532, loss: 1.1082 2022-06-16 00:24:26,336 - mmdet - INFO - Epoch [21][250/7330] lr: 1.000e-04, eta: 16:51:37, time: 0.481, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1587, s0.acc: 94.4019, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2225, s1.loss_cls: 0.0751, s1.acc: 94.5771, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1122, s2.loss_cls: 0.0372, s2.acc: 94.4361, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.0861 2022-06-16 00:24:49,631 - mmdet - INFO - Epoch [21][300/7330] lr: 1.000e-04, eta: 16:51:06, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1628, s0.acc: 94.3987, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2182, s1.loss_cls: 0.0769, s1.acc: 94.5920, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1099, s2.loss_cls: 0.0378, s2.acc: 94.4079, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0813 2022-06-16 00:25:12,798 - mmdet - INFO - Epoch [21][350/7330] lr: 1.000e-04, eta: 16:50:35, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1681, s0.acc: 94.1497, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2266, s1.loss_cls: 0.0796, s1.acc: 94.3358, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1133, s2.loss_cls: 0.0390, s2.acc: 94.3698, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0533, loss: 1.1046 2022-06-16 00:25:35,951 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 00:25:35,951 - mmdet - INFO - Epoch [21][400/7330] lr: 1.000e-04, eta: 16:50:04, time: 0.463, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1600, s0.acc: 94.4592, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2191, s1.loss_cls: 0.0760, s1.acc: 94.6475, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1105, s2.loss_cls: 0.0374, s2.acc: 94.4869, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0523, loss: 1.0786 2022-06-16 00:25:59,475 - mmdet - INFO - Epoch [21][450/7330] lr: 1.000e-04, eta: 16:49:34, time: 0.470, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1524, s0.acc: 94.6743, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2249, s1.loss_cls: 0.0715, s1.acc: 94.8601, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1135, s2.loss_cls: 0.0351, s2.acc: 94.9211, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0535, loss: 1.0584 2022-06-16 00:26:23,311 - mmdet - INFO - Epoch [21][500/7330] lr: 1.000e-04, eta: 16:49:05, time: 0.476, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1603, s0.acc: 94.4543, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2274, s1.loss_cls: 0.0757, s1.acc: 94.6351, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1150, s2.loss_cls: 0.0375, s2.acc: 94.4988, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1061 2022-06-16 00:26:47,392 - mmdet - INFO - Epoch [21][550/7330] lr: 1.000e-04, eta: 16:48:35, time: 0.481, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1687, s0.acc: 94.0825, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2285, s1.loss_cls: 0.0784, s1.acc: 94.3329, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1148, s2.loss_cls: 0.0390, s2.acc: 94.2795, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0541, loss: 1.1382 2022-06-16 00:27:10,823 - mmdet - INFO - Epoch [21][600/7330] lr: 1.000e-04, eta: 16:48:05, time: 0.469, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1575, s0.acc: 94.6035, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2245, s1.loss_cls: 0.0733, s1.acc: 94.7962, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1140, s2.loss_cls: 0.0363, s2.acc: 94.7673, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0538, loss: 1.0710 2022-06-16 00:27:33,718 - mmdet - INFO - Epoch [21][650/7330] lr: 1.000e-04, eta: 16:47:34, time: 0.458, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1575, s0.acc: 94.4243, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2241, s1.loss_cls: 0.0742, s1.acc: 94.6713, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1126, s2.loss_cls: 0.0367, s2.acc: 94.5539, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.0798 2022-06-16 00:27:56,126 - mmdet - INFO - Epoch [21][700/7330] lr: 1.000e-04, eta: 16:47:02, time: 0.448, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1602, s0.acc: 94.4717, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2203, s1.loss_cls: 0.0748, s1.acc: 94.7394, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1111, s2.loss_cls: 0.0367, s2.acc: 94.5517, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0524, loss: 1.0707 2022-06-16 00:28:19,057 - mmdet - INFO - Epoch [21][750/7330] lr: 1.000e-04, eta: 16:46:31, time: 0.458, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1605, s0.acc: 94.4441, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2279, s1.loss_cls: 0.0752, s1.acc: 94.6382, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1143, s2.loss_cls: 0.0369, s2.acc: 94.5887, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0545, loss: 1.0891 2022-06-16 00:28:41,655 - mmdet - INFO - Epoch [21][800/7330] lr: 1.000e-04, eta: 16:45:59, time: 0.452, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1622, s0.acc: 94.2397, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2267, s1.loss_cls: 0.0780, s1.acc: 94.3468, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1130, s2.loss_cls: 0.0381, s2.acc: 94.3336, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.0942 2022-06-16 00:29:04,871 - mmdet - INFO - Epoch [21][850/7330] lr: 1.000e-04, eta: 16:45:29, time: 0.464, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1549, s0.acc: 94.5386, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2195, s1.loss_cls: 0.0729, s1.acc: 94.7241, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1089, s2.loss_cls: 0.0356, s2.acc: 94.7097, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0510, loss: 1.0514 2022-06-16 00:29:27,782 - mmdet - INFO - Epoch [21][900/7330] lr: 1.000e-04, eta: 16:44:57, time: 0.458, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1638, s0.acc: 94.2239, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2263, s1.loss_cls: 0.0775, s1.acc: 94.4471, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1132, s2.loss_cls: 0.0381, s2.acc: 94.4001, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1116 2022-06-16 00:29:50,617 - mmdet - INFO - Epoch [21][950/7330] lr: 1.000e-04, eta: 16:44:26, time: 0.457, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1589, s0.acc: 94.5093, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2255, s1.loss_cls: 0.0753, s1.acc: 94.6407, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1142, s2.loss_cls: 0.0367, s2.acc: 94.6673, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0540, loss: 1.0742 2022-06-16 00:30:13,492 - mmdet - INFO - Epoch [21][1000/7330] lr: 1.000e-04, eta: 16:43:55, time: 0.457, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1628, s0.acc: 94.2644, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2306, s1.loss_cls: 0.0774, s1.acc: 94.3392, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1161, s2.loss_cls: 0.0387, s2.acc: 94.2266, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0552, loss: 1.1131 2022-06-16 00:30:36,291 - mmdet - INFO - Epoch [21][1050/7330] lr: 1.000e-04, eta: 16:43:24, time: 0.455, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1694, s0.acc: 94.2051, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2285, s1.loss_cls: 0.0790, s1.acc: 94.4161, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1147, s2.loss_cls: 0.0385, s2.acc: 94.3408, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1206 2022-06-16 00:30:59,032 - mmdet - INFO - Epoch [21][1100/7330] lr: 1.000e-04, eta: 16:42:52, time: 0.455, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1617, s0.acc: 94.3125, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2283, s1.loss_cls: 0.0766, s1.acc: 94.5464, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1148, s2.loss_cls: 0.0383, s2.acc: 94.4445, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0543, loss: 1.0934 2022-06-16 00:31:22,323 - mmdet - INFO - Epoch [21][1150/7330] lr: 1.000e-04, eta: 16:42:22, time: 0.466, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1637, s0.acc: 94.2700, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2254, s1.loss_cls: 0.0771, s1.acc: 94.3621, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1135, s2.loss_cls: 0.0379, s2.acc: 94.2843, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0533, loss: 1.1099 2022-06-16 00:31:45,503 - mmdet - INFO - Epoch [21][1200/7330] lr: 1.000e-04, eta: 16:41:51, time: 0.462, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1596, s0.acc: 94.4121, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2258, s1.loss_cls: 0.0746, s1.acc: 94.6455, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1119, s2.loss_cls: 0.0367, s2.acc: 94.6077, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.0852 2022-06-16 00:32:09,024 - mmdet - INFO - Epoch [21][1250/7330] lr: 1.000e-04, eta: 16:41:21, time: 0.471, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1567, s0.acc: 94.4573, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2248, s1.loss_cls: 0.0722, s1.acc: 94.7954, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1137, s2.loss_cls: 0.0355, s2.acc: 94.7978, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0541, loss: 1.0821 2022-06-16 00:32:32,420 - mmdet - INFO - Epoch [21][1300/7330] lr: 1.000e-04, eta: 16:40:51, time: 0.468, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1575, s0.acc: 94.4609, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2234, s1.loss_cls: 0.0741, s1.acc: 94.6345, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1123, s2.loss_cls: 0.0362, s2.acc: 94.5665, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0528, loss: 1.0783 2022-06-16 00:32:56,064 - mmdet - INFO - Epoch [21][1350/7330] lr: 1.000e-04, eta: 16:40:21, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1589, s0.acc: 94.4429, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2250, s1.loss_cls: 0.0753, s1.acc: 94.5952, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1138, s2.loss_cls: 0.0373, s2.acc: 94.4335, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0537, loss: 1.0914 2022-06-16 00:33:19,321 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 00:33:19,323 - mmdet - INFO - Epoch [21][1400/7330] lr: 1.000e-04, eta: 16:39:51, time: 0.465, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1673, s0.acc: 94.1873, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2292, s1.loss_cls: 0.0789, s1.acc: 94.4091, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1164, s2.loss_cls: 0.0394, s2.acc: 94.1745, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0552, loss: 1.1254 2022-06-16 00:33:42,800 - mmdet - INFO - Epoch [21][1450/7330] lr: 1.000e-04, eta: 16:39:21, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1558, s0.acc: 94.6797, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2249, s1.loss_cls: 0.0728, s1.acc: 94.8498, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1140, s2.loss_cls: 0.0363, s2.acc: 94.6888, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.0854 2022-06-16 00:34:06,025 - mmdet - INFO - Epoch [21][1500/7330] lr: 1.000e-04, eta: 16:38:51, time: 0.464, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1656, s0.acc: 94.2273, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2234, s1.loss_cls: 0.0776, s1.acc: 94.4693, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1119, s2.loss_cls: 0.0382, s2.acc: 94.3758, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.1056 2022-06-16 00:34:29,135 - mmdet - INFO - Epoch [21][1550/7330] lr: 1.000e-04, eta: 16:38:20, time: 0.462, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1565, s0.acc: 94.6794, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2205, s1.loss_cls: 0.0727, s1.acc: 94.9091, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1103, s2.loss_cls: 0.0355, s2.acc: 94.8784, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0519, loss: 1.0499 2022-06-16 00:34:52,757 - mmdet - INFO - Epoch [21][1600/7330] lr: 1.000e-04, eta: 16:37:50, time: 0.473, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1660, s0.acc: 94.2004, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2251, s1.loss_cls: 0.0791, s1.acc: 94.2536, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1133, s2.loss_cls: 0.0388, s2.acc: 94.2363, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1078 2022-06-16 00:35:16,303 - mmdet - INFO - Epoch [21][1650/7330] lr: 1.000e-04, eta: 16:37:20, time: 0.471, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1647, s0.acc: 94.3848, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2225, s1.loss_cls: 0.0755, s1.acc: 94.7053, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1119, s2.loss_cls: 0.0373, s2.acc: 94.6237, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.0944 2022-06-16 00:35:39,542 - mmdet - INFO - Epoch [21][1700/7330] lr: 1.000e-04, eta: 16:36:50, time: 0.465, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1612, s0.acc: 94.4368, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2284, s1.loss_cls: 0.0754, s1.acc: 94.6045, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1142, s2.loss_cls: 0.0373, s2.acc: 94.6528, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0540, loss: 1.0866 2022-06-16 00:36:02,887 - mmdet - INFO - Epoch [21][1750/7330] lr: 1.000e-04, eta: 16:36:20, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1678, s0.acc: 94.1592, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2274, s1.loss_cls: 0.0791, s1.acc: 94.2781, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1145, s2.loss_cls: 0.0386, s2.acc: 94.2781, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0541, loss: 1.1164 2022-06-16 00:36:26,022 - mmdet - INFO - Epoch [21][1800/7330] lr: 1.000e-04, eta: 16:35:49, time: 0.463, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1638, s0.acc: 94.3035, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2258, s1.loss_cls: 0.0772, s1.acc: 94.4791, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1128, s2.loss_cls: 0.0382, s2.acc: 94.3917, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.0978 2022-06-16 00:36:49,610 - mmdet - INFO - Epoch [21][1850/7330] lr: 1.000e-04, eta: 16:35:19, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1683, s0.acc: 94.1919, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2293, s1.loss_cls: 0.0794, s1.acc: 94.3045, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1148, s2.loss_cls: 0.0393, s2.acc: 94.2643, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0547, loss: 1.1075 2022-06-16 00:37:12,924 - mmdet - INFO - Epoch [21][1900/7330] lr: 1.000e-04, eta: 16:34:49, time: 0.466, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1640, s0.acc: 94.2566, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2260, s1.loss_cls: 0.0761, s1.acc: 94.5414, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1125, s2.loss_cls: 0.0377, s2.acc: 94.4344, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0530, loss: 1.1132 2022-06-16 00:37:36,316 - mmdet - INFO - Epoch [21][1950/7330] lr: 1.000e-04, eta: 16:34:19, time: 0.468, data_time: 0.023, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1670, s0.acc: 94.1519, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2278, s1.loss_cls: 0.0786, s1.acc: 94.3163, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1137, s2.loss_cls: 0.0387, s2.acc: 94.2323, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.1133 2022-06-16 00:38:00,296 - mmdet - INFO - Epoch [21][2000/7330] lr: 1.000e-04, eta: 16:33:50, time: 0.479, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1629, s0.acc: 94.3135, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2311, s1.loss_cls: 0.0761, s1.acc: 94.5910, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1154, s2.loss_cls: 0.0371, s2.acc: 94.5625, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1117 2022-06-16 00:38:23,373 - mmdet - INFO - Epoch [21][2050/7330] lr: 1.000e-04, eta: 16:33:20, time: 0.462, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1700, s0.acc: 94.0667, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2283, s1.loss_cls: 0.0793, s1.acc: 94.2211, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1148, s2.loss_cls: 0.0384, s2.acc: 94.3104, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0540, loss: 1.1367 2022-06-16 00:38:46,263 - mmdet - INFO - Epoch [21][2100/7330] lr: 1.000e-04, eta: 16:32:49, time: 0.458, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1645, s0.acc: 94.3965, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2266, s1.loss_cls: 0.0763, s1.acc: 94.6484, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1135, s2.loss_cls: 0.0371, s2.acc: 94.6496, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0534, loss: 1.0860 2022-06-16 00:39:09,179 - mmdet - INFO - Epoch [21][2150/7330] lr: 1.000e-04, eta: 16:32:18, time: 0.458, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1687, s0.acc: 94.2380, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2271, s1.loss_cls: 0.0789, s1.acc: 94.5295, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1138, s2.loss_cls: 0.0387, s2.acc: 94.5241, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0541, loss: 1.1034 2022-06-16 00:39:32,071 - mmdet - INFO - Epoch [21][2200/7330] lr: 1.000e-04, eta: 16:31:47, time: 0.456, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1747, s0.acc: 93.9778, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2343, s1.loss_cls: 0.0820, s1.acc: 94.2011, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1174, s2.loss_cls: 0.0405, s2.acc: 94.1140, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0552, loss: 1.1548 2022-06-16 00:39:55,399 - mmdet - INFO - Epoch [21][2250/7330] lr: 1.000e-04, eta: 16:31:17, time: 0.469, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1642, s0.acc: 94.2302, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2247, s1.loss_cls: 0.0765, s1.acc: 94.4689, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1127, s2.loss_cls: 0.0378, s2.acc: 94.4604, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0529, loss: 1.1081 2022-06-16 00:40:18,782 - mmdet - INFO - Epoch [21][2300/7330] lr: 1.000e-04, eta: 16:30:47, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1585, s0.acc: 94.4595, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2223, s1.loss_cls: 0.0748, s1.acc: 94.6470, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1107, s2.loss_cls: 0.0373, s2.acc: 94.5211, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0519, loss: 1.0792 2022-06-16 00:40:42,468 - mmdet - INFO - Epoch [21][2350/7330] lr: 1.000e-04, eta: 16:30:17, time: 0.474, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1629, s0.acc: 94.2925, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2246, s1.loss_cls: 0.0768, s1.acc: 94.5032, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1126, s2.loss_cls: 0.0379, s2.acc: 94.3653, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.0992 2022-06-16 00:41:06,193 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 00:41:06,194 - mmdet - INFO - Epoch [21][2400/7330] lr: 1.000e-04, eta: 16:29:48, time: 0.475, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1674, s0.acc: 94.1199, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2279, s1.loss_cls: 0.0797, s1.acc: 94.2422, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1140, s2.loss_cls: 0.0393, s2.acc: 94.1689, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1198 2022-06-16 00:41:29,879 - mmdet - INFO - Epoch [21][2450/7330] lr: 1.000e-04, eta: 16:29:18, time: 0.474, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1630, s0.acc: 94.3022, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2300, s1.loss_cls: 0.0764, s1.acc: 94.6030, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1163, s2.loss_cls: 0.0376, s2.acc: 94.4975, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0550, loss: 1.0976 2022-06-16 00:41:52,968 - mmdet - INFO - Epoch [21][2500/7330] lr: 1.000e-04, eta: 16:28:48, time: 0.461, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1643, s0.acc: 94.3884, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2219, s1.loss_cls: 0.0777, s1.acc: 94.5446, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1131, s2.loss_cls: 0.0380, s2.acc: 94.4167, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.0954 2022-06-16 00:42:16,484 - mmdet - INFO - Epoch [21][2550/7330] lr: 1.000e-04, eta: 16:28:18, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1706, s0.acc: 94.0771, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2281, s1.loss_cls: 0.0819, s1.acc: 94.2657, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1146, s2.loss_cls: 0.0406, s2.acc: 94.1695, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0538, loss: 1.1320 2022-06-16 00:42:39,529 - mmdet - INFO - Epoch [21][2600/7330] lr: 1.000e-04, eta: 16:27:48, time: 0.463, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1627, s0.acc: 94.4329, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2219, s1.loss_cls: 0.0755, s1.acc: 94.6235, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1109, s2.loss_cls: 0.0372, s2.acc: 94.6073, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0527, loss: 1.0835 2022-06-16 00:43:02,699 - mmdet - INFO - Epoch [21][2650/7330] lr: 1.000e-04, eta: 16:27:17, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1646, s0.acc: 94.2366, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2288, s1.loss_cls: 0.0775, s1.acc: 94.4047, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1143, s2.loss_cls: 0.0383, s2.acc: 94.2589, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1151 2022-06-16 00:43:26,047 - mmdet - INFO - Epoch [21][2700/7330] lr: 1.000e-04, eta: 16:26:47, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1639, s0.acc: 94.3433, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2273, s1.loss_cls: 0.0772, s1.acc: 94.4866, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1128, s2.loss_cls: 0.0373, s2.acc: 94.4388, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0532, loss: 1.0992 2022-06-16 00:43:48,844 - mmdet - INFO - Epoch [21][2750/7330] lr: 1.000e-04, eta: 16:26:16, time: 0.456, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1581, s0.acc: 94.4431, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2264, s1.loss_cls: 0.0741, s1.acc: 94.6041, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1133, s2.loss_cls: 0.0366, s2.acc: 94.4799, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.0826 2022-06-16 00:44:11,694 - mmdet - INFO - Epoch [21][2800/7330] lr: 1.000e-04, eta: 16:25:46, time: 0.457, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1716, s0.acc: 94.0706, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2262, s1.loss_cls: 0.0813, s1.acc: 94.2852, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1126, s2.loss_cls: 0.0398, s2.acc: 94.2606, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0535, loss: 1.1289 2022-06-16 00:44:34,887 - mmdet - INFO - Epoch [21][2850/7330] lr: 1.000e-04, eta: 16:25:15, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1635, s0.acc: 94.3298, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2219, s1.loss_cls: 0.0778, s1.acc: 94.4615, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1126, s2.loss_cls: 0.0389, s2.acc: 94.2998, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.0890 2022-06-16 00:44:58,296 - mmdet - INFO - Epoch [21][2900/7330] lr: 1.000e-04, eta: 16:24:46, time: 0.468, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1687, s0.acc: 94.1516, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2281, s1.loss_cls: 0.0790, s1.acc: 94.4245, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1133, s2.loss_cls: 0.0391, s2.acc: 94.3123, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0537, loss: 1.1221 2022-06-16 00:45:21,297 - mmdet - INFO - Epoch [21][2950/7330] lr: 1.000e-04, eta: 16:24:15, time: 0.460, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1712, s0.acc: 94.0256, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2308, s1.loss_cls: 0.0800, s1.acc: 94.2282, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1162, s2.loss_cls: 0.0389, s2.acc: 94.2517, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0551, loss: 1.1363 2022-06-16 00:45:44,531 - mmdet - INFO - Epoch [21][3000/7330] lr: 1.000e-04, eta: 16:23:45, time: 0.465, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1675, s0.acc: 94.2458, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2262, s1.loss_cls: 0.0784, s1.acc: 94.4553, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1141, s2.loss_cls: 0.0379, s2.acc: 94.4840, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1092 2022-06-16 00:46:08,322 - mmdet - INFO - Epoch [21][3050/7330] lr: 1.000e-04, eta: 16:23:16, time: 0.473, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1684, s0.acc: 94.1465, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2303, s1.loss_cls: 0.0798, s1.acc: 94.3475, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1151, s2.loss_cls: 0.0390, s2.acc: 94.3261, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0539, loss: 1.1161 2022-06-16 00:46:32,392 - mmdet - INFO - Epoch [21][3100/7330] lr: 1.000e-04, eta: 16:22:47, time: 0.484, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1657, s0.acc: 94.2449, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2349, s1.loss_cls: 0.0772, s1.acc: 94.4677, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1166, s2.loss_cls: 0.0377, s2.acc: 94.5196, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0550, loss: 1.1266 2022-06-16 00:46:55,478 - mmdet - INFO - Epoch [21][3150/7330] lr: 1.000e-04, eta: 16:22:17, time: 0.462, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1589, s0.acc: 94.4932, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2225, s1.loss_cls: 0.0749, s1.acc: 94.6741, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1130, s2.loss_cls: 0.0367, s2.acc: 94.6248, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.0825 2022-06-16 00:47:18,796 - mmdet - INFO - Epoch [21][3200/7330] lr: 1.000e-04, eta: 16:21:47, time: 0.466, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1665, s0.acc: 94.1660, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2298, s1.loss_cls: 0.0780, s1.acc: 94.4539, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1161, s2.loss_cls: 0.0383, s2.acc: 94.4157, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0549, loss: 1.1200 2022-06-16 00:47:42,341 - mmdet - INFO - Epoch [21][3250/7330] lr: 1.000e-04, eta: 16:21:17, time: 0.469, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1670, s0.acc: 94.1584, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2260, s1.loss_cls: 0.0792, s1.acc: 94.3698, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1130, s2.loss_cls: 0.0391, s2.acc: 94.2440, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.1141 2022-06-16 00:48:05,975 - mmdet - INFO - Epoch [21][3300/7330] lr: 1.000e-04, eta: 16:20:48, time: 0.475, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1619, s0.acc: 94.4202, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2323, s1.loss_cls: 0.0759, s1.acc: 94.6296, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1161, s2.loss_cls: 0.0373, s2.acc: 94.5671, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0546, loss: 1.1096 2022-06-16 00:48:29,467 - mmdet - INFO - Epoch [21][3350/7330] lr: 1.000e-04, eta: 16:20:18, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1658, s0.acc: 94.2319, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2305, s1.loss_cls: 0.0783, s1.acc: 94.4558, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1155, s2.loss_cls: 0.0385, s2.acc: 94.3237, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0544, loss: 1.1208 2022-06-16 00:48:52,879 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 00:48:52,882 - mmdet - INFO - Epoch [21][3400/7330] lr: 1.000e-04, eta: 16:19:48, time: 0.468, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1554, s0.acc: 94.7036, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2156, s1.loss_cls: 0.0718, s1.acc: 94.9741, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1089, s2.loss_cls: 0.0354, s2.acc: 94.8933, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0516, loss: 1.0546 2022-06-16 00:49:16,442 - mmdet - INFO - Epoch [21][3450/7330] lr: 1.000e-04, eta: 16:19:19, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1694, s0.acc: 94.2126, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2321, s1.loss_cls: 0.0806, s1.acc: 94.3157, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1161, s2.loss_cls: 0.0393, s2.acc: 94.2202, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1341 2022-06-16 00:49:39,381 - mmdet - INFO - Epoch [21][3500/7330] lr: 1.000e-04, eta: 16:18:48, time: 0.459, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1672, s0.acc: 94.2114, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2230, s1.loss_cls: 0.0776, s1.acc: 94.3603, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1127, s2.loss_cls: 0.0386, s2.acc: 94.3467, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.0967 2022-06-16 00:50:02,574 - mmdet - INFO - Epoch [21][3550/7330] lr: 1.000e-04, eta: 16:18:18, time: 0.464, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1660, s0.acc: 94.3054, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2241, s1.loss_cls: 0.0771, s1.acc: 94.5634, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1132, s2.loss_cls: 0.0377, s2.acc: 94.6486, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0533, loss: 1.0981 2022-06-16 00:50:25,421 - mmdet - INFO - Epoch [21][3600/7330] lr: 1.000e-04, eta: 16:17:48, time: 0.457, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1656, s0.acc: 94.4390, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2266, s1.loss_cls: 0.0783, s1.acc: 94.5668, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1129, s2.loss_cls: 0.0379, s2.acc: 94.5166, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0528, loss: 1.1002 2022-06-16 00:50:48,502 - mmdet - INFO - Epoch [21][3650/7330] lr: 1.000e-04, eta: 16:17:17, time: 0.462, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1674, s0.acc: 94.3271, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2193, s1.loss_cls: 0.0778, s1.acc: 94.5881, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1105, s2.loss_cls: 0.0377, s2.acc: 94.6313, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0525, loss: 1.0888 2022-06-16 00:51:11,546 - mmdet - INFO - Epoch [21][3700/7330] lr: 1.000e-04, eta: 16:16:47, time: 0.461, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1624, s0.acc: 94.4270, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2256, s1.loss_cls: 0.0751, s1.acc: 94.7345, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1116, s2.loss_cls: 0.0367, s2.acc: 94.6972, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0526, loss: 1.0903 2022-06-16 00:51:34,826 - mmdet - INFO - Epoch [21][3750/7330] lr: 1.000e-04, eta: 16:16:17, time: 0.466, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1601, s0.acc: 94.4033, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2277, s1.loss_cls: 0.0755, s1.acc: 94.5411, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1142, s2.loss_cls: 0.0371, s2.acc: 94.5795, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0538, loss: 1.0860 2022-06-16 00:51:58,303 - mmdet - INFO - Epoch [21][3800/7330] lr: 1.000e-04, eta: 16:15:48, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1693, s0.acc: 94.1006, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2243, s1.loss_cls: 0.0791, s1.acc: 94.2877, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1130, s2.loss_cls: 0.0386, s2.acc: 94.2574, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.1124 2022-06-16 00:52:21,966 - mmdet - INFO - Epoch [21][3850/7330] lr: 1.000e-04, eta: 16:15:18, time: 0.472, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1623, s0.acc: 94.2852, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2272, s1.loss_cls: 0.0760, s1.acc: 94.5267, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1133, s2.loss_cls: 0.0380, s2.acc: 94.4728, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.1026 2022-06-16 00:52:45,459 - mmdet - INFO - Epoch [21][3900/7330] lr: 1.000e-04, eta: 16:14:49, time: 0.471, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1598, s0.acc: 94.4568, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2219, s1.loss_cls: 0.0746, s1.acc: 94.6473, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1115, s2.loss_cls: 0.0366, s2.acc: 94.5515, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0762 2022-06-16 00:53:09,719 - mmdet - INFO - Epoch [21][3950/7330] lr: 1.000e-04, eta: 16:14:21, time: 0.485, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1686, s0.acc: 94.2009, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2295, s1.loss_cls: 0.0787, s1.acc: 94.3851, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1143, s2.loss_cls: 0.0387, s2.acc: 94.4023, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0541, loss: 1.1304 2022-06-16 00:53:33,450 - mmdet - INFO - Epoch [21][4000/7330] lr: 1.000e-04, eta: 16:13:51, time: 0.475, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1570, s0.acc: 94.5554, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2244, s1.loss_cls: 0.0740, s1.acc: 94.8254, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1134, s2.loss_cls: 0.0365, s2.acc: 94.7654, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0537, loss: 1.0768 2022-06-16 00:53:56,541 - mmdet - INFO - Epoch [21][4050/7330] lr: 1.000e-04, eta: 16:13:21, time: 0.462, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1556, s0.acc: 94.6646, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2199, s1.loss_cls: 0.0722, s1.acc: 94.8960, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1113, s2.loss_cls: 0.0351, s2.acc: 94.9415, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0526, loss: 1.0627 2022-06-16 00:54:19,730 - mmdet - INFO - Epoch [21][4100/7330] lr: 1.000e-04, eta: 16:12:51, time: 0.464, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1571, s0.acc: 94.5339, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2209, s1.loss_cls: 0.0745, s1.acc: 94.7222, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1115, s2.loss_cls: 0.0372, s2.acc: 94.5444, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0527, loss: 1.0847 2022-06-16 00:54:43,370 - mmdet - INFO - Epoch [21][4150/7330] lr: 1.000e-04, eta: 16:12:22, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1653, s0.acc: 94.2078, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2258, s1.loss_cls: 0.0762, s1.acc: 94.4973, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1136, s2.loss_cls: 0.0372, s2.acc: 94.5687, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1067 2022-06-16 00:55:07,345 - mmdet - INFO - Epoch [21][4200/7330] lr: 1.000e-04, eta: 16:11:53, time: 0.480, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1651, s0.acc: 94.3171, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2228, s1.loss_cls: 0.0783, s1.acc: 94.4365, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1114, s2.loss_cls: 0.0383, s2.acc: 94.3994, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0528, loss: 1.1004 2022-06-16 00:55:31,029 - mmdet - INFO - Epoch [21][4250/7330] lr: 1.000e-04, eta: 16:11:24, time: 0.474, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1704, s0.acc: 94.0903, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2239, s1.loss_cls: 0.0798, s1.acc: 94.3537, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1126, s2.loss_cls: 0.0387, s2.acc: 94.3088, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0532, loss: 1.1220 2022-06-16 00:55:54,926 - mmdet - INFO - Epoch [21][4300/7330] lr: 1.000e-04, eta: 16:10:55, time: 0.478, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1619, s0.acc: 94.3608, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2291, s1.loss_cls: 0.0762, s1.acc: 94.5329, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1147, s2.loss_cls: 0.0381, s2.acc: 94.3462, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0543, loss: 1.1108 2022-06-16 00:56:18,361 - mmdet - INFO - Epoch [21][4350/7330] lr: 1.000e-04, eta: 16:10:26, time: 0.469, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1712, s0.acc: 94.1453, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2277, s1.loss_cls: 0.0798, s1.acc: 94.4346, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1144, s2.loss_cls: 0.0389, s2.acc: 94.3854, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0536, loss: 1.1257 2022-06-16 00:56:42,224 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 00:56:42,225 - mmdet - INFO - Epoch [21][4400/7330] lr: 1.000e-04, eta: 16:09:57, time: 0.477, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1595, s0.acc: 94.4341, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2221, s1.loss_cls: 0.0756, s1.acc: 94.6381, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1119, s2.loss_cls: 0.0368, s2.acc: 94.6455, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0533, loss: 1.0794 2022-06-16 00:57:06,009 - mmdet - INFO - Epoch [21][4450/7330] lr: 1.000e-04, eta: 16:09:28, time: 0.476, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1628, s0.acc: 94.4761, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2206, s1.loss_cls: 0.0762, s1.acc: 94.7625, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1110, s2.loss_cls: 0.0375, s2.acc: 94.6236, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0525, loss: 1.0883 2022-06-16 00:57:29,534 - mmdet - INFO - Epoch [21][4500/7330] lr: 1.000e-04, eta: 16:08:59, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1715, s0.acc: 94.1660, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2308, s1.loss_cls: 0.0803, s1.acc: 94.3952, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1150, s2.loss_cls: 0.0391, s2.acc: 94.2993, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1315 2022-06-16 00:57:52,975 - mmdet - INFO - Epoch [21][4550/7330] lr: 1.000e-04, eta: 16:08:29, time: 0.469, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1714, s0.acc: 94.2102, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2300, s1.loss_cls: 0.0802, s1.acc: 94.4284, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1165, s2.loss_cls: 0.0392, s2.acc: 94.3641, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0549, loss: 1.1363 2022-06-16 00:58:16,220 - mmdet - INFO - Epoch [21][4600/7330] lr: 1.000e-04, eta: 16:07:59, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1666, s0.acc: 94.2058, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2265, s1.loss_cls: 0.0780, s1.acc: 94.4367, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1141, s2.loss_cls: 0.0383, s2.acc: 94.3502, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0542, loss: 1.1197 2022-06-16 00:58:39,282 - mmdet - INFO - Epoch [21][4650/7330] lr: 1.000e-04, eta: 16:07:29, time: 0.461, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1581, s0.acc: 94.5056, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2237, s1.loss_cls: 0.0735, s1.acc: 94.7276, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1124, s2.loss_cls: 0.0358, s2.acc: 94.7925, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.0749 2022-06-16 00:59:02,694 - mmdet - INFO - Epoch [21][4700/7330] lr: 1.000e-04, eta: 16:07:00, time: 0.468, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1612, s0.acc: 94.3833, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2234, s1.loss_cls: 0.0753, s1.acc: 94.5983, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1128, s2.loss_cls: 0.0373, s2.acc: 94.5148, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.0911 2022-06-16 00:59:25,761 - mmdet - INFO - Epoch [21][4750/7330] lr: 1.000e-04, eta: 16:06:30, time: 0.461, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1588, s0.acc: 94.4109, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2199, s1.loss_cls: 0.0753, s1.acc: 94.5486, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1123, s2.loss_cls: 0.0372, s2.acc: 94.4777, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0526, loss: 1.0748 2022-06-16 00:59:48,558 - mmdet - INFO - Epoch [21][4800/7330] lr: 1.000e-04, eta: 16:05:59, time: 0.456, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1695, s0.acc: 94.1536, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2368, s1.loss_cls: 0.0793, s1.acc: 94.3249, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1178, s2.loss_cls: 0.0391, s2.acc: 94.4462, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0551, loss: 1.1441 2022-06-16 01:00:12,164 - mmdet - INFO - Epoch [21][4850/7330] lr: 1.000e-04, eta: 16:05:30, time: 0.472, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1650, s0.acc: 94.3818, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2263, s1.loss_cls: 0.0773, s1.acc: 94.5467, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1133, s2.loss_cls: 0.0378, s2.acc: 94.4722, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0531, loss: 1.0978 2022-06-16 01:00:35,966 - mmdet - INFO - Epoch [21][4900/7330] lr: 1.000e-04, eta: 16:05:01, time: 0.472, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1580, s0.acc: 94.5444, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2160, s1.loss_cls: 0.0737, s1.acc: 94.7749, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1079, s2.loss_cls: 0.0362, s2.acc: 94.6982, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 1.0668 2022-06-16 01:00:59,221 - mmdet - INFO - Epoch [21][4950/7330] lr: 1.000e-04, eta: 16:04:31, time: 0.469, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1646, s0.acc: 94.3179, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2215, s1.loss_cls: 0.0778, s1.acc: 94.4391, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1111, s2.loss_cls: 0.0377, s2.acc: 94.4166, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0525, loss: 1.0858 2022-06-16 01:01:22,086 - mmdet - INFO - Epoch [21][5000/7330] lr: 1.000e-04, eta: 16:04:01, time: 0.457, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1635, s0.acc: 94.3975, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2255, s1.loss_cls: 0.0769, s1.acc: 94.6102, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1130, s2.loss_cls: 0.0376, s2.acc: 94.5681, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.0952 2022-06-16 01:01:45,418 - mmdet - INFO - Epoch [21][5050/7330] lr: 1.000e-04, eta: 16:03:31, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1650, s0.acc: 94.3010, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2256, s1.loss_cls: 0.0763, s1.acc: 94.6131, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1121, s2.loss_cls: 0.0377, s2.acc: 94.5896, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0529, loss: 1.0976 2022-06-16 01:02:08,793 - mmdet - INFO - Epoch [21][5100/7330] lr: 1.000e-04, eta: 16:03:02, time: 0.467, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1672, s0.acc: 94.2310, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2285, s1.loss_cls: 0.0785, s1.acc: 94.4126, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1157, s2.loss_cls: 0.0383, s2.acc: 94.3460, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0547, loss: 1.1231 2022-06-16 01:02:31,992 - mmdet - INFO - Epoch [21][5150/7330] lr: 1.000e-04, eta: 16:02:32, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1707, s0.acc: 94.1572, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2276, s1.loss_cls: 0.0798, s1.acc: 94.4023, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1142, s2.loss_cls: 0.0393, s2.acc: 94.2757, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0541, loss: 1.1256 2022-06-16 01:02:55,287 - mmdet - INFO - Epoch [21][5200/7330] lr: 1.000e-04, eta: 16:02:02, time: 0.466, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1689, s0.acc: 94.1992, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2306, s1.loss_cls: 0.0795, s1.acc: 94.4076, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1139, s2.loss_cls: 0.0391, s2.acc: 94.3172, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.1275 2022-06-16 01:03:18,779 - mmdet - INFO - Epoch [21][5250/7330] lr: 1.000e-04, eta: 16:01:33, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1691, s0.acc: 94.2126, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2259, s1.loss_cls: 0.0793, s1.acc: 94.4288, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1127, s2.loss_cls: 0.0389, s2.acc: 94.4484, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0533, loss: 1.1066 2022-06-16 01:03:42,057 - mmdet - INFO - Epoch [21][5300/7330] lr: 1.000e-04, eta: 16:01:03, time: 0.465, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1624, s0.acc: 94.4111, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2233, s1.loss_cls: 0.0758, s1.acc: 94.6709, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1134, s2.loss_cls: 0.0376, s2.acc: 94.5057, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.0994 2022-06-16 01:04:05,162 - mmdet - INFO - Epoch [21][5350/7330] lr: 1.000e-04, eta: 16:00:34, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1674, s0.acc: 94.2800, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2215, s1.loss_cls: 0.0787, s1.acc: 94.4542, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1112, s2.loss_cls: 0.0385, s2.acc: 94.4852, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.1067 2022-06-16 01:04:28,603 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 01:04:28,605 - mmdet - INFO - Epoch [21][5400/7330] lr: 1.000e-04, eta: 16:00:04, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1709, s0.acc: 94.0508, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2250, s1.loss_cls: 0.0809, s1.acc: 94.2493, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1129, s2.loss_cls: 0.0400, s2.acc: 94.1572, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0530, loss: 1.1162 2022-06-16 01:04:51,832 - mmdet - INFO - Epoch [21][5450/7330] lr: 1.000e-04, eta: 15:59:35, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1676, s0.acc: 94.1262, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2296, s1.loss_cls: 0.0790, s1.acc: 94.4217, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1151, s2.loss_cls: 0.0384, s2.acc: 94.4693, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0546, loss: 1.1110 2022-06-16 01:05:14,979 - mmdet - INFO - Epoch [21][5500/7330] lr: 1.000e-04, eta: 15:59:05, time: 0.463, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1601, s0.acc: 94.4495, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2284, s1.loss_cls: 0.0759, s1.acc: 94.6012, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1149, s2.loss_cls: 0.0371, s2.acc: 94.5328, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0542, loss: 1.0805 2022-06-16 01:05:38,534 - mmdet - INFO - Epoch [21][5550/7330] lr: 1.000e-04, eta: 15:58:36, time: 0.471, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1718, s0.acc: 94.0437, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2290, s1.loss_cls: 0.0817, s1.acc: 94.1572, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1149, s2.loss_cls: 0.0402, s2.acc: 94.0636, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1380 2022-06-16 01:06:02,574 - mmdet - INFO - Epoch [21][5600/7330] lr: 1.000e-04, eta: 15:58:07, time: 0.481, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1783, s0.acc: 93.9346, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2302, s1.loss_cls: 0.0845, s1.acc: 94.0410, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1159, s2.loss_cls: 0.0406, s2.acc: 94.0272, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0547, loss: 1.1555 2022-06-16 01:06:26,810 - mmdet - INFO - Epoch [21][5650/7330] lr: 1.000e-04, eta: 15:57:39, time: 0.485, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1745, s0.acc: 93.9570, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2369, s1.loss_cls: 0.0834, s1.acc: 94.0404, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1188, s2.loss_cls: 0.0408, s2.acc: 93.9885, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0561, loss: 1.1704 2022-06-16 01:06:50,032 - mmdet - INFO - Epoch [21][5700/7330] lr: 1.000e-04, eta: 15:57:09, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1621, s0.acc: 94.4248, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2259, s1.loss_cls: 0.0770, s1.acc: 94.5852, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1136, s2.loss_cls: 0.0376, s2.acc: 94.5753, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.0984 2022-06-16 01:07:13,441 - mmdet - INFO - Epoch [21][5750/7330] lr: 1.000e-04, eta: 15:56:40, time: 0.468, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1557, s0.acc: 94.5828, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2267, s1.loss_cls: 0.0724, s1.acc: 94.8222, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1134, s2.loss_cls: 0.0360, s2.acc: 94.6633, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0537, loss: 1.0773 2022-06-16 01:07:37,132 - mmdet - INFO - Epoch [21][5800/7330] lr: 1.000e-04, eta: 15:56:11, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1596, s0.acc: 94.4946, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2205, s1.loss_cls: 0.0747, s1.acc: 94.6966, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1109, s2.loss_cls: 0.0365, s2.acc: 94.6907, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0518, loss: 1.0757 2022-06-16 01:08:00,878 - mmdet - INFO - Epoch [21][5850/7330] lr: 1.000e-04, eta: 15:55:42, time: 0.475, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1560, s0.acc: 94.6252, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2203, s1.loss_cls: 0.0730, s1.acc: 94.8241, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1111, s2.loss_cls: 0.0360, s2.acc: 94.6767, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0528, loss: 1.0622 2022-06-16 01:08:25,107 - mmdet - INFO - Epoch [21][5900/7330] lr: 1.000e-04, eta: 15:55:14, time: 0.484, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1648, s0.acc: 94.3350, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2292, s1.loss_cls: 0.0778, s1.acc: 94.4927, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1146, s2.loss_cls: 0.0386, s2.acc: 94.4233, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0544, loss: 1.1109 2022-06-16 01:08:49,236 - mmdet - INFO - Epoch [21][5950/7330] lr: 1.000e-04, eta: 15:54:46, time: 0.483, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1677, s0.acc: 94.3301, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2252, s1.loss_cls: 0.0794, s1.acc: 94.4852, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1131, s2.loss_cls: 0.0384, s2.acc: 94.4431, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.0953 2022-06-16 01:09:12,759 - mmdet - INFO - Epoch [21][6000/7330] lr: 1.000e-04, eta: 15:54:17, time: 0.470, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1639, s0.acc: 94.3425, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2170, s1.loss_cls: 0.0761, s1.acc: 94.6512, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1099, s2.loss_cls: 0.0372, s2.acc: 94.6950, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0514, loss: 1.0828 2022-06-16 01:09:37,363 - mmdet - INFO - Epoch [21][6050/7330] lr: 1.000e-04, eta: 15:53:50, time: 0.493, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1678, s0.acc: 94.0962, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2334, s1.loss_cls: 0.0802, s1.acc: 94.1663, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1173, s2.loss_cls: 0.0392, s2.acc: 94.0879, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0551, loss: 1.1371 2022-06-16 01:10:00,755 - mmdet - INFO - Epoch [21][6100/7330] lr: 1.000e-04, eta: 15:53:20, time: 0.468, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1759, s0.acc: 93.9292, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2284, s1.loss_cls: 0.0815, s1.acc: 94.1254, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1152, s2.loss_cls: 0.0400, s2.acc: 94.0961, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1331 2022-06-16 01:10:24,285 - mmdet - INFO - Epoch [21][6150/7330] lr: 1.000e-04, eta: 15:52:51, time: 0.471, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1668, s0.acc: 94.3054, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2245, s1.loss_cls: 0.0784, s1.acc: 94.4637, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1119, s2.loss_cls: 0.0388, s2.acc: 94.4110, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0528, loss: 1.0965 2022-06-16 01:10:47,595 - mmdet - INFO - Epoch [21][6200/7330] lr: 1.000e-04, eta: 15:52:22, time: 0.466, data_time: 0.013, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1689, s0.acc: 94.1760, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2243, s1.loss_cls: 0.0793, s1.acc: 94.3707, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1113, s2.loss_cls: 0.0388, s2.acc: 94.3751, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.1122 2022-06-16 01:11:11,229 - mmdet - INFO - Epoch [21][6250/7330] lr: 1.000e-04, eta: 15:51:53, time: 0.473, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1653, s0.acc: 94.3689, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2245, s1.loss_cls: 0.0781, s1.acc: 94.5279, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1129, s2.loss_cls: 0.0380, s2.acc: 94.5445, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0530, loss: 1.0967 2022-06-16 01:11:34,677 - mmdet - INFO - Epoch [21][6300/7330] lr: 1.000e-04, eta: 15:51:24, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1696, s0.acc: 94.2317, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2316, s1.loss_cls: 0.0797, s1.acc: 94.4228, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1155, s2.loss_cls: 0.0395, s2.acc: 94.2137, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1263 2022-06-16 01:11:58,069 - mmdet - INFO - Epoch [21][6350/7330] lr: 1.000e-04, eta: 15:50:54, time: 0.468, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1582, s0.acc: 94.5039, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2250, s1.loss_cls: 0.0746, s1.acc: 94.7122, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1133, s2.loss_cls: 0.0368, s2.acc: 94.6468, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0534, loss: 1.0804 2022-06-16 01:12:21,631 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 01:12:21,634 - mmdet - INFO - Epoch [21][6400/7330] lr: 1.000e-04, eta: 15:50:25, time: 0.471, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1638, s0.acc: 94.3953, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2207, s1.loss_cls: 0.0764, s1.acc: 94.6324, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1123, s2.loss_cls: 0.0384, s2.acc: 94.4680, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.0888 2022-06-16 01:12:44,986 - mmdet - INFO - Epoch [21][6450/7330] lr: 1.000e-04, eta: 15:49:56, time: 0.467, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1712, s0.acc: 94.1973, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2296, s1.loss_cls: 0.0798, s1.acc: 94.3979, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1148, s2.loss_cls: 0.0386, s2.acc: 94.4288, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0545, loss: 1.1228 2022-06-16 01:13:08,271 - mmdet - INFO - Epoch [21][6500/7330] lr: 1.000e-04, eta: 15:49:26, time: 0.466, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1670, s0.acc: 94.1865, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2250, s1.loss_cls: 0.0796, s1.acc: 94.2781, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1134, s2.loss_cls: 0.0388, s2.acc: 94.2501, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0530, loss: 1.1156 2022-06-16 01:13:31,115 - mmdet - INFO - Epoch [21][6550/7330] lr: 1.000e-04, eta: 15:48:56, time: 0.457, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1730, s0.acc: 94.0916, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2293, s1.loss_cls: 0.0818, s1.acc: 94.2134, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1149, s2.loss_cls: 0.0397, s2.acc: 94.1920, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0542, loss: 1.1250 2022-06-16 01:13:54,104 - mmdet - INFO - Epoch [21][6600/7330] lr: 1.000e-04, eta: 15:48:27, time: 0.460, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1717, s0.acc: 94.0557, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2283, s1.loss_cls: 0.0809, s1.acc: 94.2376, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1143, s2.loss_cls: 0.0401, s2.acc: 94.1685, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.1340 2022-06-16 01:14:17,337 - mmdet - INFO - Epoch [21][6650/7330] lr: 1.000e-04, eta: 15:47:57, time: 0.464, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1739, s0.acc: 94.0110, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2288, s1.loss_cls: 0.0827, s1.acc: 94.0733, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1150, s2.loss_cls: 0.0402, s2.acc: 94.0270, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0545, loss: 1.1460 2022-06-16 01:14:40,729 - mmdet - INFO - Epoch [21][6700/7330] lr: 1.000e-04, eta: 15:47:28, time: 0.468, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1724, s0.acc: 94.0908, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2294, s1.loss_cls: 0.0811, s1.acc: 94.2966, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1155, s2.loss_cls: 0.0392, s2.acc: 94.2959, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0544, loss: 1.1362 2022-06-16 01:15:03,501 - mmdet - INFO - Epoch [21][6750/7330] lr: 1.000e-04, eta: 15:46:58, time: 0.455, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1612, s0.acc: 94.4031, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2318, s1.loss_cls: 0.0749, s1.acc: 94.6169, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1149, s2.loss_cls: 0.0372, s2.acc: 94.5635, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0540, loss: 1.1077 2022-06-16 01:15:26,543 - mmdet - INFO - Epoch [21][6800/7330] lr: 1.000e-04, eta: 15:46:28, time: 0.461, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1676, s0.acc: 94.3374, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2256, s1.loss_cls: 0.0795, s1.acc: 94.5136, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1129, s2.loss_cls: 0.0387, s2.acc: 94.5006, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0536, loss: 1.1012 2022-06-16 01:15:49,755 - mmdet - INFO - Epoch [21][6850/7330] lr: 1.000e-04, eta: 15:45:58, time: 0.464, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1586, s0.acc: 94.4705, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2262, s1.loss_cls: 0.0749, s1.acc: 94.6181, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1129, s2.loss_cls: 0.0374, s2.acc: 94.3918, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0534, loss: 1.0838 2022-06-16 01:16:13,104 - mmdet - INFO - Epoch [21][6900/7330] lr: 1.000e-04, eta: 15:45:29, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1725, s0.acc: 94.1809, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2293, s1.loss_cls: 0.0809, s1.acc: 94.3737, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1139, s2.loss_cls: 0.0399, s2.acc: 94.2989, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0538, loss: 1.1186 2022-06-16 01:16:36,126 - mmdet - INFO - Epoch [21][6950/7330] lr: 1.000e-04, eta: 15:44:59, time: 0.460, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1673, s0.acc: 94.2566, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2240, s1.loss_cls: 0.0772, s1.acc: 94.6178, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1133, s2.loss_cls: 0.0380, s2.acc: 94.4802, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0535, loss: 1.1166 2022-06-16 01:16:59,555 - mmdet - INFO - Epoch [21][7000/7330] lr: 1.000e-04, eta: 15:44:30, time: 0.468, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1678, s0.acc: 94.1797, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2298, s1.loss_cls: 0.0794, s1.acc: 94.3376, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1165, s2.loss_cls: 0.0386, s2.acc: 94.3185, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0554, loss: 1.1201 2022-06-16 01:17:23,343 - mmdet - INFO - Epoch [21][7050/7330] lr: 1.000e-04, eta: 15:44:02, time: 0.476, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1638, s0.acc: 94.3303, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2261, s1.loss_cls: 0.0763, s1.acc: 94.5038, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1139, s2.loss_cls: 0.0371, s2.acc: 94.4208, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0543, loss: 1.0998 2022-06-16 01:17:46,574 - mmdet - INFO - Epoch [21][7100/7330] lr: 1.000e-04, eta: 15:43:32, time: 0.465, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1718, s0.acc: 94.1829, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2295, s1.loss_cls: 0.0797, s1.acc: 94.4962, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1160, s2.loss_cls: 0.0392, s2.acc: 94.4918, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0550, loss: 1.1268 2022-06-16 01:18:10,133 - mmdet - INFO - Epoch [21][7150/7330] lr: 1.000e-04, eta: 15:43:03, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1646, s0.acc: 94.2510, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2268, s1.loss_cls: 0.0773, s1.acc: 94.4907, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1135, s2.loss_cls: 0.0377, s2.acc: 94.4467, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.1051 2022-06-16 01:18:33,326 - mmdet - INFO - Epoch [21][7200/7330] lr: 1.000e-04, eta: 15:42:34, time: 0.464, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1707, s0.acc: 94.2183, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2290, s1.loss_cls: 0.0807, s1.acc: 94.3833, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1139, s2.loss_cls: 0.0396, s2.acc: 94.3276, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.1174 2022-06-16 01:18:56,852 - mmdet - INFO - Epoch [21][7250/7330] lr: 1.000e-04, eta: 15:42:05, time: 0.470, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1590, s0.acc: 94.5664, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2255, s1.loss_cls: 0.0755, s1.acc: 94.7408, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1121, s2.loss_cls: 0.0368, s2.acc: 94.6785, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0527, loss: 1.0663 2022-06-16 01:19:19,981 - mmdet - INFO - Epoch [21][7300/7330] lr: 1.000e-04, eta: 15:41:36, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1629, s0.acc: 94.3716, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2200, s1.loss_cls: 0.0756, s1.acc: 94.6473, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1109, s2.loss_cls: 0.0370, s2.acc: 94.6183, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0524, loss: 1.0847 2022-06-16 01:19:53,512 - mmdet - INFO - Saving checkpoint at 21 epochs 2022-06-16 01:23:12,818 - mmdet - INFO - Evaluating bbox... 2022-06-16 01:23:40,747 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.469 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.654 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.508 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.296 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.503 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.621 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.422 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.648 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.763 2022-06-16 01:23:40,749 - mmdet - INFO - Evaluating segm... 2022-06-16 01:24:12,304 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.628 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.437 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.213 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.435 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.343 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.694 2022-06-16 01:24:12,807 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 01:24:12,808 - mmdet - INFO - Epoch(val) [21][625] bbox_mAP: 0.4690, bbox_mAP_50: 0.6540, bbox_mAP_75: 0.5080, bbox_mAP_s: 0.2960, bbox_mAP_m: 0.5030, bbox_mAP_l: 0.6210, bbox_mAP_copypaste: 0.469 0.654 0.508 0.296 0.503 0.621, segm_mAP: 0.4040, segm_mAP_50: 0.6280, segm_mAP_75: 0.4370, segm_mAP_s: 0.2130, segm_mAP_m: 0.4350, segm_mAP_l: 0.5870, segm_mAP_copypaste: 0.404 0.628 0.437 0.213 0.435 0.587 2022-06-16 01:28:58,183 - mmdet - INFO - Epoch [22][50/7330] lr: 1.000e-04, eta: 15:47:00, time: 5.706, data_time: 5.239, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1603, s0.acc: 94.4348, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2210, s1.loss_cls: 0.0755, s1.acc: 94.5952, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1107, s2.loss_cls: 0.0367, s2.acc: 94.6270, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0522, loss: 1.0747 2022-06-16 01:29:21,236 - mmdet - INFO - Epoch [22][100/7330] lr: 1.000e-04, eta: 15:46:30, time: 0.461, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1623, s0.acc: 94.3547, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2252, s1.loss_cls: 0.0756, s1.acc: 94.6629, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1133, s2.loss_cls: 0.0372, s2.acc: 94.5960, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0536, loss: 1.1029 2022-06-16 01:29:43,793 - mmdet - INFO - Epoch [22][150/7330] lr: 1.000e-04, eta: 15:46:00, time: 0.451, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1512, s0.acc: 94.7358, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2208, s1.loss_cls: 0.0718, s1.acc: 94.9315, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1108, s2.loss_cls: 0.0354, s2.acc: 94.8973, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0524, loss: 1.0535 2022-06-16 01:30:07,167 - mmdet - INFO - Epoch [22][200/7330] lr: 1.000e-04, eta: 15:45:30, time: 0.468, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1521, s0.acc: 94.6450, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2235, s1.loss_cls: 0.0725, s1.acc: 94.8280, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1117, s2.loss_cls: 0.0355, s2.acc: 94.7050, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0532, loss: 1.0591 2022-06-16 01:30:30,201 - mmdet - INFO - Epoch [22][250/7330] lr: 1.000e-04, eta: 15:45:00, time: 0.461, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1649, s0.acc: 94.2854, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2330, s1.loss_cls: 0.0791, s1.acc: 94.4148, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1163, s2.loss_cls: 0.0392, s2.acc: 94.2135, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0549, loss: 1.1285 2022-06-16 01:30:53,098 - mmdet - INFO - Epoch [22][300/7330] lr: 1.000e-04, eta: 15:44:30, time: 0.458, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1593, s0.acc: 94.4810, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2217, s1.loss_cls: 0.0749, s1.acc: 94.7404, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1115, s2.loss_cls: 0.0365, s2.acc: 94.7541, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0529, loss: 1.0758 2022-06-16 01:31:16,328 - mmdet - INFO - Epoch [22][350/7330] lr: 1.000e-04, eta: 15:44:00, time: 0.465, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1669, s0.acc: 94.3208, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2197, s1.loss_cls: 0.0774, s1.acc: 94.6130, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1111, s2.loss_cls: 0.0382, s2.acc: 94.4669, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0526, loss: 1.0961 2022-06-16 01:31:38,752 - mmdet - INFO - Epoch [22][400/7330] lr: 1.000e-04, eta: 15:43:29, time: 0.448, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1527, s0.acc: 94.7490, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2193, s1.loss_cls: 0.0700, s1.acc: 95.1101, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1108, s2.loss_cls: 0.0345, s2.acc: 95.0511, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0526, loss: 1.0422 2022-06-16 01:32:01,806 - mmdet - INFO - Epoch [22][450/7330] lr: 1.000e-04, eta: 15:42:59, time: 0.461, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1580, s0.acc: 94.4365, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2255, s1.loss_cls: 0.0739, s1.acc: 94.6739, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1151, s2.loss_cls: 0.0371, s2.acc: 94.5060, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0546, loss: 1.0931 2022-06-16 01:32:24,993 - mmdet - INFO - Epoch [22][500/7330] lr: 1.000e-04, eta: 15:42:29, time: 0.464, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1571, s0.acc: 94.3767, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2280, s1.loss_cls: 0.0743, s1.acc: 94.6527, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1150, s2.loss_cls: 0.0367, s2.acc: 94.5425, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0544, loss: 1.0871 2022-06-16 01:32:48,343 - mmdet - INFO - Epoch [22][550/7330] lr: 1.000e-04, eta: 15:42:00, time: 0.467, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1658, s0.acc: 94.1936, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2268, s1.loss_cls: 0.0775, s1.acc: 94.3620, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1142, s2.loss_cls: 0.0375, s2.acc: 94.4659, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1117 2022-06-16 01:33:11,563 - mmdet - INFO - Epoch [22][600/7330] lr: 1.000e-04, eta: 15:41:30, time: 0.464, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1498, s0.acc: 94.7209, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2169, s1.loss_cls: 0.0696, s1.acc: 94.9949, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1087, s2.loss_cls: 0.0345, s2.acc: 94.8456, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0512, loss: 1.0332 2022-06-16 01:33:34,707 - mmdet - INFO - Epoch [22][650/7330] lr: 1.000e-04, eta: 15:41:00, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1533, s0.acc: 94.6633, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2253, s1.loss_cls: 0.0719, s1.acc: 94.8803, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1133, s2.loss_cls: 0.0354, s2.acc: 94.7679, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0537, loss: 1.0627 2022-06-16 01:33:58,247 - mmdet - INFO - Epoch [22][700/7330] lr: 1.000e-04, eta: 15:40:31, time: 0.471, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1527, s0.acc: 94.6467, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2201, s1.loss_cls: 0.0711, s1.acc: 94.8422, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1116, s2.loss_cls: 0.0353, s2.acc: 94.7970, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0527, loss: 1.0613 2022-06-16 01:34:21,342 - mmdet - INFO - Epoch [22][750/7330] lr: 1.000e-04, eta: 15:40:01, time: 0.462, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1662, s0.acc: 94.1665, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2275, s1.loss_cls: 0.0766, s1.acc: 94.4870, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1137, s2.loss_cls: 0.0373, s2.acc: 94.4967, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.1071 2022-06-16 01:34:45,161 - mmdet - INFO - Epoch [22][800/7330] lr: 1.000e-04, eta: 15:39:32, time: 0.476, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1623, s0.acc: 94.4797, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2249, s1.loss_cls: 0.0763, s1.acc: 94.6599, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1123, s2.loss_cls: 0.0370, s2.acc: 94.6503, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0893 2022-06-16 01:35:08,255 - mmdet - INFO - Epoch [22][850/7330] lr: 1.000e-04, eta: 15:39:03, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1623, s0.acc: 94.3601, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2252, s1.loss_cls: 0.0764, s1.acc: 94.5593, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1141, s2.loss_cls: 0.0372, s2.acc: 94.5210, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0540, loss: 1.0958 2022-06-16 01:35:31,337 - mmdet - INFO - Epoch [22][900/7330] lr: 1.000e-04, eta: 15:38:33, time: 0.462, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1535, s0.acc: 94.7136, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2256, s1.loss_cls: 0.0720, s1.acc: 94.8900, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1131, s2.loss_cls: 0.0349, s2.acc: 94.8872, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.0657 2022-06-16 01:35:55,155 - mmdet - INFO - Epoch [22][950/7330] lr: 1.000e-04, eta: 15:38:04, time: 0.476, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1661, s0.acc: 94.2751, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2230, s1.loss_cls: 0.0768, s1.acc: 94.5645, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1118, s2.loss_cls: 0.0374, s2.acc: 94.4633, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0530, loss: 1.1034 2022-06-16 01:36:18,893 - mmdet - INFO - Epoch [22][1000/7330] lr: 1.000e-04, eta: 15:37:35, time: 0.474, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1595, s0.acc: 94.4465, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2220, s1.loss_cls: 0.0749, s1.acc: 94.6698, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1115, s2.loss_cls: 0.0374, s2.acc: 94.5721, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0527, loss: 1.0771 2022-06-16 01:36:42,322 - mmdet - INFO - Epoch [22][1050/7330] lr: 1.000e-04, eta: 15:37:06, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1622, s0.acc: 94.3425, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2223, s1.loss_cls: 0.0763, s1.acc: 94.4784, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1120, s2.loss_cls: 0.0376, s2.acc: 94.3943, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0526, loss: 1.0976 2022-06-16 01:37:06,198 - mmdet - INFO - Epoch [22][1100/7330] lr: 1.000e-04, eta: 15:36:37, time: 0.477, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1583, s0.acc: 94.4509, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2247, s1.loss_cls: 0.0746, s1.acc: 94.6157, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1126, s2.loss_cls: 0.0370, s2.acc: 94.4789, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0526, loss: 1.0784 2022-06-16 01:37:29,496 - mmdet - INFO - Epoch [22][1150/7330] lr: 1.000e-04, eta: 15:36:08, time: 0.466, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1652, s0.acc: 94.3501, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2239, s1.loss_cls: 0.0771, s1.acc: 94.5849, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1122, s2.loss_cls: 0.0375, s2.acc: 94.6605, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.0957 2022-06-16 01:37:53,513 - mmdet - INFO - Epoch [22][1200/7330] lr: 1.000e-04, eta: 15:35:39, time: 0.480, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1654, s0.acc: 94.3108, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2223, s1.loss_cls: 0.0765, s1.acc: 94.6801, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1117, s2.loss_cls: 0.0375, s2.acc: 94.6144, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0529, loss: 1.0903 2022-06-16 01:38:17,820 - mmdet - INFO - Epoch [22][1250/7330] lr: 1.000e-04, eta: 15:35:11, time: 0.486, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1616, s0.acc: 94.2717, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2282, s1.loss_cls: 0.0763, s1.acc: 94.4145, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1142, s2.loss_cls: 0.0378, s2.acc: 94.2862, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1081 2022-06-16 01:38:41,348 - mmdet - INFO - Epoch [22][1300/7330] lr: 1.000e-04, eta: 15:34:42, time: 0.471, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1585, s0.acc: 94.4407, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2224, s1.loss_cls: 0.0749, s1.acc: 94.6436, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1121, s2.loss_cls: 0.0375, s2.acc: 94.4100, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0528, loss: 1.0825 2022-06-16 01:39:04,929 - mmdet - INFO - Epoch [22][1350/7330] lr: 1.000e-04, eta: 15:34:13, time: 0.472, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1684, s0.acc: 94.2500, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2227, s1.loss_cls: 0.0792, s1.acc: 94.4521, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1123, s2.loss_cls: 0.0386, s2.acc: 94.4323, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1082 2022-06-16 01:39:28,277 - mmdet - INFO - Epoch [22][1400/7330] lr: 1.000e-04, eta: 15:33:44, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1595, s0.acc: 94.4622, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2247, s1.loss_cls: 0.0743, s1.acc: 94.7200, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1134, s2.loss_cls: 0.0368, s2.acc: 94.5836, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0537, loss: 1.0922 2022-06-16 01:39:51,852 - mmdet - INFO - Epoch [22][1450/7330] lr: 1.000e-04, eta: 15:33:15, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1581, s0.acc: 94.5842, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2246, s1.loss_cls: 0.0737, s1.acc: 94.7788, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1134, s2.loss_cls: 0.0364, s2.acc: 94.6331, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0534, loss: 1.0759 2022-06-16 01:40:15,525 - mmdet - INFO - Epoch [22][1500/7330] lr: 1.000e-04, eta: 15:32:46, time: 0.473, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1575, s0.acc: 94.5469, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2231, s1.loss_cls: 0.0729, s1.acc: 94.7187, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1113, s2.loss_cls: 0.0359, s2.acc: 94.7179, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0527, loss: 1.0769 2022-06-16 01:40:38,721 - mmdet - INFO - Epoch [22][1550/7330] lr: 1.000e-04, eta: 15:32:16, time: 0.464, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1592, s0.acc: 94.4814, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2228, s1.loss_cls: 0.0743, s1.acc: 94.7605, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1120, s2.loss_cls: 0.0359, s2.acc: 94.7802, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0529, loss: 1.0679 2022-06-16 01:41:02,478 - mmdet - INFO - Epoch [22][1600/7330] lr: 1.000e-04, eta: 15:31:47, time: 0.475, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1485, s0.acc: 94.8074, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2217, s1.loss_cls: 0.0697, s1.acc: 95.0054, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1115, s2.loss_cls: 0.0348, s2.acc: 94.9177, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0528, loss: 1.0430 2022-06-16 01:41:26,404 - mmdet - INFO - Epoch [22][1650/7330] lr: 1.000e-04, eta: 15:31:19, time: 0.478, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1660, s0.acc: 94.2961, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2281, s1.loss_cls: 0.0791, s1.acc: 94.3714, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1141, s2.loss_cls: 0.0385, s2.acc: 94.3288, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.1158 2022-06-16 01:41:50,189 - mmdet - INFO - Epoch [22][1700/7330] lr: 1.000e-04, eta: 15:30:50, time: 0.476, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1477, s0.acc: 94.8301, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2189, s1.loss_cls: 0.0687, s1.acc: 95.0653, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1102, s2.loss_cls: 0.0345, s2.acc: 94.8964, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0522, loss: 1.0323 2022-06-16 01:42:14,192 - mmdet - INFO - Epoch [22][1750/7330] lr: 1.000e-04, eta: 15:30:22, time: 0.480, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1626, s0.acc: 94.2842, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2234, s1.loss_cls: 0.0755, s1.acc: 94.5708, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1126, s2.loss_cls: 0.0370, s2.acc: 94.5323, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0534, loss: 1.1025 2022-06-16 01:42:37,898 - mmdet - INFO - Epoch [22][1800/7330] lr: 1.000e-04, eta: 15:29:53, time: 0.474, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1606, s0.acc: 94.3701, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2283, s1.loss_cls: 0.0756, s1.acc: 94.5709, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1135, s2.loss_cls: 0.0365, s2.acc: 94.6330, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.0877 2022-06-16 01:43:01,853 - mmdet - INFO - Epoch [22][1850/7330] lr: 1.000e-04, eta: 15:29:25, time: 0.479, data_time: 0.013, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1637, s0.acc: 94.2549, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2199, s1.loss_cls: 0.0771, s1.acc: 94.4981, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1111, s2.loss_cls: 0.0376, s2.acc: 94.3947, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0524, loss: 1.0896 2022-06-16 01:43:25,541 - mmdet - INFO - Epoch [22][1900/7330] lr: 1.000e-04, eta: 15:28:56, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1578, s0.acc: 94.4958, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2221, s1.loss_cls: 0.0763, s1.acc: 94.5412, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1113, s2.loss_cls: 0.0377, s2.acc: 94.4770, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0525, loss: 1.0798 2022-06-16 01:43:48,769 - mmdet - INFO - Epoch [22][1950/7330] lr: 1.000e-04, eta: 15:28:26, time: 0.465, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1647, s0.acc: 94.2747, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2275, s1.loss_cls: 0.0783, s1.acc: 94.4150, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1151, s2.loss_cls: 0.0383, s2.acc: 94.3856, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0546, loss: 1.1050 2022-06-16 01:44:12,805 - mmdet - INFO - Epoch [22][2000/7330] lr: 1.000e-04, eta: 15:27:58, time: 0.480, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1642, s0.acc: 94.2249, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2219, s1.loss_cls: 0.0782, s1.acc: 94.3546, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1112, s2.loss_cls: 0.0385, s2.acc: 94.2716, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0957 2022-06-16 01:44:37,239 - mmdet - INFO - Epoch [22][2050/7330] lr: 1.000e-04, eta: 15:27:30, time: 0.489, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1614, s0.acc: 94.4685, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2238, s1.loss_cls: 0.0756, s1.acc: 94.6839, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1120, s2.loss_cls: 0.0371, s2.acc: 94.6347, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0530, loss: 1.0956 2022-06-16 01:45:00,914 - mmdet - INFO - Epoch [22][2100/7330] lr: 1.000e-04, eta: 15:27:01, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1633, s0.acc: 94.3721, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2207, s1.loss_cls: 0.0773, s1.acc: 94.5794, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1115, s2.loss_cls: 0.0375, s2.acc: 94.5746, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0527, loss: 1.0750 2022-06-16 01:45:24,526 - mmdet - INFO - Epoch [22][2150/7330] lr: 1.000e-04, eta: 15:26:33, time: 0.472, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1668, s0.acc: 94.2976, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2254, s1.loss_cls: 0.0774, s1.acc: 94.5703, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1138, s2.loss_cls: 0.0382, s2.acc: 94.4793, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.0985 2022-06-16 01:45:48,659 - mmdet - INFO - Epoch [22][2200/7330] lr: 1.000e-04, eta: 15:26:04, time: 0.482, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1689, s0.acc: 94.0884, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2303, s1.loss_cls: 0.0789, s1.acc: 94.3716, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1162, s2.loss_cls: 0.0387, s2.acc: 94.2536, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0548, loss: 1.1350 2022-06-16 01:46:12,897 - mmdet - INFO - Epoch [22][2250/7330] lr: 1.000e-04, eta: 15:25:36, time: 0.485, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1661, s0.acc: 94.1787, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2266, s1.loss_cls: 0.0778, s1.acc: 94.4024, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1138, s2.loss_cls: 0.0385, s2.acc: 94.3347, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0539, loss: 1.1221 2022-06-16 01:46:37,037 - mmdet - INFO - Epoch [22][2300/7330] lr: 1.000e-04, eta: 15:25:08, time: 0.483, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1643, s0.acc: 94.3250, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2242, s1.loss_cls: 0.0773, s1.acc: 94.5902, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1124, s2.loss_cls: 0.0378, s2.acc: 94.5593, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0529, loss: 1.0940 2022-06-16 01:47:00,214 - mmdet - INFO - Epoch [22][2350/7330] lr: 1.000e-04, eta: 15:24:39, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1644, s0.acc: 94.2056, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2248, s1.loss_cls: 0.0774, s1.acc: 94.4257, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1125, s2.loss_cls: 0.0375, s2.acc: 94.4543, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0532, loss: 1.0942 2022-06-16 01:47:23,720 - mmdet - INFO - Epoch [22][2400/7330] lr: 1.000e-04, eta: 15:24:10, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1640, s0.acc: 94.2419, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2265, s1.loss_cls: 0.0771, s1.acc: 94.4426, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1141, s2.loss_cls: 0.0376, s2.acc: 94.4166, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.1010 2022-06-16 01:47:46,934 - mmdet - INFO - Epoch [22][2450/7330] lr: 1.000e-04, eta: 15:23:40, time: 0.464, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1697, s0.acc: 93.9736, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2371, s1.loss_cls: 0.0810, s1.acc: 94.1245, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1180, s2.loss_cls: 0.0398, s2.acc: 94.1101, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0555, loss: 1.1467 2022-06-16 01:48:10,228 - mmdet - INFO - Epoch [22][2500/7330] lr: 1.000e-04, eta: 15:23:11, time: 0.466, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1585, s0.acc: 94.5547, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2259, s1.loss_cls: 0.0741, s1.acc: 94.7497, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1129, s2.loss_cls: 0.0366, s2.acc: 94.7270, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0533, loss: 1.0748 2022-06-16 01:48:34,163 - mmdet - INFO - Epoch [22][2550/7330] lr: 1.000e-04, eta: 15:22:43, time: 0.478, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1701, s0.acc: 94.1074, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2270, s1.loss_cls: 0.0794, s1.acc: 94.3110, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1131, s2.loss_cls: 0.0390, s2.acc: 94.2493, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.1231 2022-06-16 01:48:57,350 - mmdet - INFO - Epoch [22][2600/7330] lr: 1.000e-04, eta: 15:22:13, time: 0.463, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1620, s0.acc: 94.3506, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2254, s1.loss_cls: 0.0746, s1.acc: 94.6767, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1138, s2.loss_cls: 0.0361, s2.acc: 94.7326, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0538, loss: 1.0907 2022-06-16 01:49:20,813 - mmdet - INFO - Epoch [22][2650/7330] lr: 1.000e-04, eta: 15:21:44, time: 0.466, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1647, s0.acc: 94.3076, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2240, s1.loss_cls: 0.0781, s1.acc: 94.5004, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1131, s2.loss_cls: 0.0385, s2.acc: 94.4041, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0533, loss: 1.0857 2022-06-16 01:49:43,517 - mmdet - INFO - Epoch [22][2700/7330] lr: 1.000e-04, eta: 15:21:14, time: 0.458, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1583, s0.acc: 94.5327, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2247, s1.loss_cls: 0.0751, s1.acc: 94.6891, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1141, s2.loss_cls: 0.0368, s2.acc: 94.6400, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0535, loss: 1.0743 2022-06-16 01:50:06,479 - mmdet - INFO - Epoch [22][2750/7330] lr: 1.000e-04, eta: 15:20:44, time: 0.459, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1628, s0.acc: 94.2456, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2221, s1.loss_cls: 0.0769, s1.acc: 94.4603, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1113, s2.loss_cls: 0.0372, s2.acc: 94.4324, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0525, loss: 1.0763 2022-06-16 01:50:30,108 - mmdet - INFO - Epoch [22][2800/7330] lr: 1.000e-04, eta: 15:20:16, time: 0.473, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1665, s0.acc: 94.3018, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2244, s1.loss_cls: 0.0777, s1.acc: 94.5269, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1120, s2.loss_cls: 0.0383, s2.acc: 94.4695, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.0928 2022-06-16 01:50:53,497 - mmdet - INFO - Epoch [22][2850/7330] lr: 1.000e-04, eta: 15:19:47, time: 0.468, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1739, s0.acc: 93.9895, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2310, s1.loss_cls: 0.0823, s1.acc: 94.0552, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1146, s2.loss_cls: 0.0405, s2.acc: 94.0107, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1405 2022-06-16 01:51:17,090 - mmdet - INFO - Epoch [22][2900/7330] lr: 1.000e-04, eta: 15:19:18, time: 0.472, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1632, s0.acc: 94.3301, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2260, s1.loss_cls: 0.0775, s1.acc: 94.6119, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1128, s2.loss_cls: 0.0385, s2.acc: 94.4047, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0530, loss: 1.1009 2022-06-16 01:51:40,719 - mmdet - INFO - Epoch [22][2950/7330] lr: 1.000e-04, eta: 15:18:49, time: 0.473, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1647, s0.acc: 94.2600, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2260, s1.loss_cls: 0.0774, s1.acc: 94.3790, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1137, s2.loss_cls: 0.0386, s2.acc: 94.2352, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.1072 2022-06-16 01:52:04,089 - mmdet - INFO - Epoch [22][3000/7330] lr: 1.000e-04, eta: 15:18:20, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1555, s0.acc: 94.6499, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2294, s1.loss_cls: 0.0741, s1.acc: 94.6715, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1146, s2.loss_cls: 0.0360, s2.acc: 94.7241, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0539, loss: 1.0781 2022-06-16 01:52:28,092 - mmdet - INFO - Epoch [22][3050/7330] lr: 1.000e-04, eta: 15:17:52, time: 0.479, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1695, s0.acc: 94.1685, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2304, s1.loss_cls: 0.0787, s1.acc: 94.4359, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1159, s2.loss_cls: 0.0388, s2.acc: 94.3336, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0550, loss: 1.1262 2022-06-16 01:52:51,693 - mmdet - INFO - Epoch [22][3100/7330] lr: 1.000e-04, eta: 15:17:23, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1593, s0.acc: 94.4885, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2221, s1.loss_cls: 0.0754, s1.acc: 94.6253, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1110, s2.loss_cls: 0.0374, s2.acc: 94.4286, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0524, loss: 1.0736 2022-06-16 01:53:15,165 - mmdet - INFO - Epoch [22][3150/7330] lr: 1.000e-04, eta: 15:16:54, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1712, s0.acc: 94.1440, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2251, s1.loss_cls: 0.0808, s1.acc: 94.3334, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1135, s2.loss_cls: 0.0401, s2.acc: 94.2204, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0536, loss: 1.1142 2022-06-16 01:53:38,738 - mmdet - INFO - Epoch [22][3200/7330] lr: 1.000e-04, eta: 15:16:25, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1579, s0.acc: 94.5369, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2250, s1.loss_cls: 0.0741, s1.acc: 94.6997, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1143, s2.loss_cls: 0.0360, s2.acc: 94.6415, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0543, loss: 1.0801 2022-06-16 01:54:02,255 - mmdet - INFO - Epoch [22][3250/7330] lr: 1.000e-04, eta: 15:15:56, time: 0.470, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1634, s0.acc: 94.3416, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2205, s1.loss_cls: 0.0769, s1.acc: 94.5539, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1113, s2.loss_cls: 0.0380, s2.acc: 94.4534, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.0880 2022-06-16 01:54:25,593 - mmdet - INFO - Epoch [22][3300/7330] lr: 1.000e-04, eta: 15:15:27, time: 0.467, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1666, s0.acc: 94.3286, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2258, s1.loss_cls: 0.0793, s1.acc: 94.3855, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1125, s2.loss_cls: 0.0385, s2.acc: 94.3202, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.0995 2022-06-16 01:54:48,921 - mmdet - INFO - Epoch [22][3350/7330] lr: 1.000e-04, eta: 15:14:58, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1635, s0.acc: 94.2441, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2261, s1.loss_cls: 0.0777, s1.acc: 94.3973, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1126, s2.loss_cls: 0.0381, s2.acc: 94.3578, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.0956 2022-06-16 01:55:12,420 - mmdet - INFO - Epoch [22][3400/7330] lr: 1.000e-04, eta: 15:14:29, time: 0.468, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1606, s0.acc: 94.3679, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2297, s1.loss_cls: 0.0752, s1.acc: 94.5736, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1150, s2.loss_cls: 0.0367, s2.acc: 94.6774, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.0985 2022-06-16 01:55:36,211 - mmdet - INFO - Epoch [22][3450/7330] lr: 1.000e-04, eta: 15:14:01, time: 0.478, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1596, s0.acc: 94.3447, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2215, s1.loss_cls: 0.0752, s1.acc: 94.5877, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1120, s2.loss_cls: 0.0371, s2.acc: 94.5623, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0531, loss: 1.0977 2022-06-16 01:56:00,160 - mmdet - INFO - Epoch [22][3500/7330] lr: 1.000e-04, eta: 15:13:32, time: 0.479, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1624, s0.acc: 94.3821, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2276, s1.loss_cls: 0.0766, s1.acc: 94.5272, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1145, s2.loss_cls: 0.0378, s2.acc: 94.3600, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0539, loss: 1.1076 2022-06-16 01:56:24,183 - mmdet - INFO - Epoch [22][3550/7330] lr: 1.000e-04, eta: 15:13:04, time: 0.478, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1601, s0.acc: 94.4438, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2225, s1.loss_cls: 0.0749, s1.acc: 94.6286, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1122, s2.loss_cls: 0.0366, s2.acc: 94.5983, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0527, loss: 1.0731 2022-06-16 01:56:48,213 - mmdet - INFO - Epoch [22][3600/7330] lr: 1.000e-04, eta: 15:12:36, time: 0.483, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1622, s0.acc: 94.3711, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2222, s1.loss_cls: 0.0754, s1.acc: 94.6319, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1117, s2.loss_cls: 0.0373, s2.acc: 94.4832, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.0866 2022-06-16 01:57:11,582 - mmdet - INFO - Epoch [22][3650/7330] lr: 1.000e-04, eta: 15:12:07, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1595, s0.acc: 94.4055, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2262, s1.loss_cls: 0.0758, s1.acc: 94.5484, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1131, s2.loss_cls: 0.0366, s2.acc: 94.5626, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0536, loss: 1.0802 2022-06-16 01:57:35,342 - mmdet - INFO - Epoch [22][3700/7330] lr: 1.000e-04, eta: 15:11:39, time: 0.475, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1804, s0.acc: 93.7578, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2336, s1.loss_cls: 0.0845, s1.acc: 93.9776, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1172, s2.loss_cls: 0.0415, s2.acc: 93.9053, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0554, loss: 1.1723 2022-06-16 01:57:58,925 - mmdet - INFO - Epoch [22][3750/7330] lr: 1.000e-04, eta: 15:11:10, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1583, s0.acc: 94.4280, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2280, s1.loss_cls: 0.0737, s1.acc: 94.6666, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1151, s2.loss_cls: 0.0361, s2.acc: 94.6047, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0542, loss: 1.0864 2022-06-16 01:58:22,852 - mmdet - INFO - Epoch [22][3800/7330] lr: 1.000e-04, eta: 15:10:42, time: 0.479, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1636, s0.acc: 94.3911, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2236, s1.loss_cls: 0.0769, s1.acc: 94.5642, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1125, s2.loss_cls: 0.0372, s2.acc: 94.4906, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.0859 2022-06-16 01:58:46,998 - mmdet - INFO - Epoch [22][3850/7330] lr: 1.000e-04, eta: 15:10:14, time: 0.483, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1598, s0.acc: 94.4761, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2215, s1.loss_cls: 0.0753, s1.acc: 94.5819, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1124, s2.loss_cls: 0.0371, s2.acc: 94.5150, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0529, loss: 1.0771 2022-06-16 01:59:10,755 - mmdet - INFO - Epoch [22][3900/7330] lr: 1.000e-04, eta: 15:09:45, time: 0.475, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1729, s0.acc: 93.9905, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2304, s1.loss_cls: 0.0814, s1.acc: 94.2323, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1148, s2.loss_cls: 0.0394, s2.acc: 94.2052, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1382 2022-06-16 01:59:34,668 - mmdet - INFO - Epoch [22][3950/7330] lr: 1.000e-04, eta: 15:09:17, time: 0.478, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1633, s0.acc: 94.4312, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2250, s1.loss_cls: 0.0745, s1.acc: 94.7133, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1123, s2.loss_cls: 0.0367, s2.acc: 94.6372, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0525, loss: 1.0802 2022-06-16 01:59:58,772 - mmdet - INFO - Epoch [22][4000/7330] lr: 1.000e-04, eta: 15:08:49, time: 0.482, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1623, s0.acc: 94.3772, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2253, s1.loss_cls: 0.0752, s1.acc: 94.6329, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1116, s2.loss_cls: 0.0368, s2.acc: 94.5455, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0523, loss: 1.0866 2022-06-16 02:00:25,620 - mmdet - INFO - Epoch [22][4050/7330] lr: 1.000e-04, eta: 15:08:25, time: 0.537, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1643, s0.acc: 94.2258, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2272, s1.loss_cls: 0.0770, s1.acc: 94.4774, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1134, s2.loss_cls: 0.0378, s2.acc: 94.4158, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0535, loss: 1.1115 2022-06-16 02:00:49,941 - mmdet - INFO - Epoch [22][4100/7330] lr: 1.000e-04, eta: 15:07:57, time: 0.487, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1631, s0.acc: 94.3198, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2293, s1.loss_cls: 0.0764, s1.acc: 94.4695, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1144, s2.loss_cls: 0.0376, s2.acc: 94.5018, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.1060 2022-06-16 02:01:13,903 - mmdet - INFO - Epoch [22][4150/7330] lr: 1.000e-04, eta: 15:07:29, time: 0.479, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1660, s0.acc: 94.2197, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2253, s1.loss_cls: 0.0786, s1.acc: 94.3819, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1143, s2.loss_cls: 0.0384, s2.acc: 94.3262, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1151 2022-06-16 02:01:37,883 - mmdet - INFO - Epoch [22][4200/7330] lr: 1.000e-04, eta: 15:07:01, time: 0.480, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1650, s0.acc: 94.2078, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2328, s1.loss_cls: 0.0778, s1.acc: 94.3089, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1162, s2.loss_cls: 0.0378, s2.acc: 94.4194, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0549, loss: 1.1332 2022-06-16 02:02:01,872 - mmdet - INFO - Epoch [22][4250/7330] lr: 1.000e-04, eta: 15:06:33, time: 0.480, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1592, s0.acc: 94.3848, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2245, s1.loss_cls: 0.0751, s1.acc: 94.5610, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1124, s2.loss_cls: 0.0368, s2.acc: 94.5181, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0535, loss: 1.0916 2022-06-16 02:02:25,703 - mmdet - INFO - Epoch [22][4300/7330] lr: 1.000e-04, eta: 15:06:05, time: 0.477, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1565, s0.acc: 94.5151, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2229, s1.loss_cls: 0.0745, s1.acc: 94.6971, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1123, s2.loss_cls: 0.0370, s2.acc: 94.5846, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.0817 2022-06-16 02:02:49,515 - mmdet - INFO - Epoch [22][4350/7330] lr: 1.000e-04, eta: 15:05:36, time: 0.476, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1557, s0.acc: 94.4863, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2184, s1.loss_cls: 0.0729, s1.acc: 94.7018, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1113, s2.loss_cls: 0.0360, s2.acc: 94.6451, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0527, loss: 1.0750 2022-06-16 02:03:12,900 - mmdet - INFO - Epoch [22][4400/7330] lr: 1.000e-04, eta: 15:05:07, time: 0.468, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1618, s0.acc: 94.2512, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2272, s1.loss_cls: 0.0756, s1.acc: 94.4844, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1139, s2.loss_cls: 0.0376, s2.acc: 94.4708, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1052 2022-06-16 02:03:36,255 - mmdet - INFO - Epoch [22][4450/7330] lr: 1.000e-04, eta: 15:04:38, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1609, s0.acc: 94.3210, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2282, s1.loss_cls: 0.0757, s1.acc: 94.5593, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1145, s2.loss_cls: 0.0372, s2.acc: 94.4972, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.0932 2022-06-16 02:03:59,660 - mmdet - INFO - Epoch [22][4500/7330] lr: 1.000e-04, eta: 15:04:09, time: 0.468, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1565, s0.acc: 94.5234, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2221, s1.loss_cls: 0.0727, s1.acc: 94.7328, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1106, s2.loss_cls: 0.0363, s2.acc: 94.6661, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0520, loss: 1.0690 2022-06-16 02:04:23,065 - mmdet - INFO - Epoch [22][4550/7330] lr: 1.000e-04, eta: 15:03:40, time: 0.466, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1621, s0.acc: 94.3145, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2306, s1.loss_cls: 0.0765, s1.acc: 94.5082, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1156, s2.loss_cls: 0.0374, s2.acc: 94.4390, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0547, loss: 1.1084 2022-06-16 02:04:46,195 - mmdet - INFO - Epoch [22][4600/7330] lr: 1.000e-04, eta: 15:03:11, time: 0.465, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1738, s0.acc: 94.0063, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2279, s1.loss_cls: 0.0813, s1.acc: 94.2563, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1133, s2.loss_cls: 0.0392, s2.acc: 94.1808, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0535, loss: 1.1334 2022-06-16 02:05:09,402 - mmdet - INFO - Epoch [22][4650/7330] lr: 1.000e-04, eta: 15:02:42, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1634, s0.acc: 94.4070, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2313, s1.loss_cls: 0.0762, s1.acc: 94.6926, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1168, s2.loss_cls: 0.0375, s2.acc: 94.5566, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1188 2022-06-16 02:05:32,624 - mmdet - INFO - Epoch [22][4700/7330] lr: 1.000e-04, eta: 15:02:13, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1698, s0.acc: 94.1172, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2266, s1.loss_cls: 0.0797, s1.acc: 94.3842, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1135, s2.loss_cls: 0.0387, s2.acc: 94.4247, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0531, loss: 1.1091 2022-06-16 02:05:55,445 - mmdet - INFO - Epoch [22][4750/7330] lr: 1.000e-04, eta: 15:01:44, time: 0.456, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1592, s0.acc: 94.5498, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2244, s1.loss_cls: 0.0751, s1.acc: 94.6458, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1123, s2.loss_cls: 0.0368, s2.acc: 94.6167, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0530, loss: 1.0793 2022-06-16 02:06:18,736 - mmdet - INFO - Epoch [22][4800/7330] lr: 1.000e-04, eta: 15:01:15, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1626, s0.acc: 94.4146, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2220, s1.loss_cls: 0.0764, s1.acc: 94.5826, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1118, s2.loss_cls: 0.0376, s2.acc: 94.5829, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0526, loss: 1.0843 2022-06-16 02:06:41,852 - mmdet - INFO - Epoch [22][4850/7330] lr: 1.000e-04, eta: 15:00:45, time: 0.462, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1490, s0.acc: 94.7483, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2197, s1.loss_cls: 0.0698, s1.acc: 95.0066, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1107, s2.loss_cls: 0.0344, s2.acc: 94.9262, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0520, loss: 1.0456 2022-06-16 02:07:04,693 - mmdet - INFO - Epoch [22][4900/7330] lr: 1.000e-04, eta: 15:00:16, time: 0.457, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1687, s0.acc: 94.1711, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2312, s1.loss_cls: 0.0795, s1.acc: 94.2940, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1162, s2.loss_cls: 0.0390, s2.acc: 94.2130, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0546, loss: 1.1313 2022-06-16 02:07:27,819 - mmdet - INFO - Epoch [22][4950/7330] lr: 1.000e-04, eta: 14:59:47, time: 0.463, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1653, s0.acc: 94.3093, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2259, s1.loss_cls: 0.0780, s1.acc: 94.4150, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1142, s2.loss_cls: 0.0390, s2.acc: 94.1452, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1167 2022-06-16 02:07:50,871 - mmdet - INFO - Epoch [22][5000/7330] lr: 1.000e-04, eta: 14:59:17, time: 0.461, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1687, s0.acc: 94.1880, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2246, s1.loss_cls: 0.0795, s1.acc: 94.4391, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1132, s2.loss_cls: 0.0392, s2.acc: 94.2806, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.1107 2022-06-16 02:08:14,534 - mmdet - INFO - Epoch [22][5050/7330] lr: 1.000e-04, eta: 14:58:49, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1610, s0.acc: 94.4316, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2146, s1.loss_cls: 0.0761, s1.acc: 94.5870, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1086, s2.loss_cls: 0.0375, s2.acc: 94.5509, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 1.0702 2022-06-16 02:08:38,539 - mmdet - INFO - Epoch [22][5100/7330] lr: 1.000e-04, eta: 14:58:21, time: 0.480, data_time: 0.023, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1646, s0.acc: 94.2390, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2230, s1.loss_cls: 0.0784, s1.acc: 94.3654, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1113, s2.loss_cls: 0.0386, s2.acc: 94.3041, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.0986 2022-06-16 02:09:02,030 - mmdet - INFO - Epoch [22][5150/7330] lr: 1.000e-04, eta: 14:57:52, time: 0.470, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1758, s0.acc: 93.9795, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2254, s1.loss_cls: 0.0835, s1.acc: 94.0639, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1137, s2.loss_cls: 0.0408, s2.acc: 94.0108, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0536, loss: 1.1367 2022-06-16 02:09:25,775 - mmdet - INFO - Epoch [22][5200/7330] lr: 1.000e-04, eta: 14:57:24, time: 0.475, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1755, s0.acc: 93.8926, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2253, s1.loss_cls: 0.0817, s1.acc: 94.1617, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1119, s2.loss_cls: 0.0392, s2.acc: 94.3301, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0524, loss: 1.1356 2022-06-16 02:09:48,962 - mmdet - INFO - Epoch [22][5250/7330] lr: 1.000e-04, eta: 14:56:55, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1599, s0.acc: 94.4609, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2245, s1.loss_cls: 0.0745, s1.acc: 94.7135, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1119, s2.loss_cls: 0.0366, s2.acc: 94.7072, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0818 2022-06-16 02:10:12,542 - mmdet - INFO - Epoch [22][5300/7330] lr: 1.000e-04, eta: 14:56:26, time: 0.472, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1759, s0.acc: 94.0405, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2266, s1.loss_cls: 0.0829, s1.acc: 94.2186, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1139, s2.loss_cls: 0.0407, s2.acc: 94.1373, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0537, loss: 1.1481 2022-06-16 02:10:36,286 - mmdet - INFO - Epoch [22][5350/7330] lr: 1.000e-04, eta: 14:55:58, time: 0.475, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1560, s0.acc: 94.6726, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2199, s1.loss_cls: 0.0739, s1.acc: 94.7789, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1116, s2.loss_cls: 0.0366, s2.acc: 94.6687, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.0644 2022-06-16 02:10:59,915 - mmdet - INFO - Epoch [22][5400/7330] lr: 1.000e-04, eta: 14:55:30, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1696, s0.acc: 94.1880, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2341, s1.loss_cls: 0.0801, s1.acc: 94.3277, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1172, s2.loss_cls: 0.0391, s2.acc: 94.2848, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0550, loss: 1.1306 2022-06-16 02:11:23,719 - mmdet - INFO - Epoch [22][5450/7330] lr: 1.000e-04, eta: 14:55:01, time: 0.476, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1596, s0.acc: 94.5320, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2187, s1.loss_cls: 0.0742, s1.acc: 94.7407, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1104, s2.loss_cls: 0.0364, s2.acc: 94.6863, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0522, loss: 1.0597 2022-06-16 02:11:47,913 - mmdet - INFO - Epoch [22][5500/7330] lr: 1.000e-04, eta: 14:54:34, time: 0.484, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1739, s0.acc: 93.9919, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2304, s1.loss_cls: 0.0816, s1.acc: 94.2829, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1162, s2.loss_cls: 0.0401, s2.acc: 94.1451, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0547, loss: 1.1433 2022-06-16 02:12:11,569 - mmdet - INFO - Epoch [22][5550/7330] lr: 1.000e-04, eta: 14:54:05, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1608, s0.acc: 94.4109, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2221, s1.loss_cls: 0.0745, s1.acc: 94.7265, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1125, s2.loss_cls: 0.0369, s2.acc: 94.6894, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0536, loss: 1.0854 2022-06-16 02:12:35,392 - mmdet - INFO - Epoch [22][5600/7330] lr: 1.000e-04, eta: 14:53:37, time: 0.476, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1632, s0.acc: 94.4104, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2256, s1.loss_cls: 0.0764, s1.acc: 94.6349, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1139, s2.loss_cls: 0.0377, s2.acc: 94.5316, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0537, loss: 1.0920 2022-06-16 02:12:59,117 - mmdet - INFO - Epoch [22][5650/7330] lr: 1.000e-04, eta: 14:53:09, time: 0.474, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1651, s0.acc: 94.3682, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2244, s1.loss_cls: 0.0778, s1.acc: 94.4571, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1131, s2.loss_cls: 0.0382, s2.acc: 94.3407, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.0910 2022-06-16 02:13:22,905 - mmdet - INFO - Epoch [22][5700/7330] lr: 1.000e-04, eta: 14:52:41, time: 0.475, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1637, s0.acc: 94.3831, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2251, s1.loss_cls: 0.0764, s1.acc: 94.6872, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1128, s2.loss_cls: 0.0379, s2.acc: 94.5389, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.0922 2022-06-16 02:13:46,428 - mmdet - INFO - Epoch [22][5750/7330] lr: 1.000e-04, eta: 14:52:12, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1740, s0.acc: 93.9380, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2321, s1.loss_cls: 0.0828, s1.acc: 94.1544, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1157, s2.loss_cls: 0.0412, s2.acc: 94.0347, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1399 2022-06-16 02:14:09,936 - mmdet - INFO - Epoch [22][5800/7330] lr: 1.000e-04, eta: 14:51:44, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1746, s0.acc: 93.9976, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2359, s1.loss_cls: 0.0825, s1.acc: 94.1581, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1183, s2.loss_cls: 0.0407, s2.acc: 94.1067, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0558, loss: 1.1641 2022-06-16 02:14:33,200 - mmdet - INFO - Epoch [22][5850/7330] lr: 1.000e-04, eta: 14:51:15, time: 0.465, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1709, s0.acc: 94.1799, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2238, s1.loss_cls: 0.0789, s1.acc: 94.4716, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1138, s2.loss_cls: 0.0385, s2.acc: 94.4714, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.1114 2022-06-16 02:14:57,334 - mmdet - INFO - Epoch [22][5900/7330] lr: 1.000e-04, eta: 14:50:47, time: 0.483, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1665, s0.acc: 94.2068, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2286, s1.loss_cls: 0.0793, s1.acc: 94.3503, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1152, s2.loss_cls: 0.0388, s2.acc: 94.3292, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0543, loss: 1.1356 2022-06-16 02:15:21,375 - mmdet - INFO - Epoch [22][5950/7330] lr: 1.000e-04, eta: 14:50:19, time: 0.481, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1614, s0.acc: 94.4448, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2215, s1.loss_cls: 0.0758, s1.acc: 94.7106, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1109, s2.loss_cls: 0.0367, s2.acc: 94.6989, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0525, loss: 1.0746 2022-06-16 02:15:45,006 - mmdet - INFO - Epoch [22][6000/7330] lr: 1.000e-04, eta: 14:49:51, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1669, s0.acc: 94.3528, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2293, s1.loss_cls: 0.0791, s1.acc: 94.5947, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1142, s2.loss_cls: 0.0379, s2.acc: 94.6552, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0536, loss: 1.1043 2022-06-16 02:16:08,771 - mmdet - INFO - Epoch [22][6050/7330] lr: 1.000e-04, eta: 14:49:23, time: 0.475, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1703, s0.acc: 94.1162, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2238, s1.loss_cls: 0.0794, s1.acc: 94.3340, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1130, s2.loss_cls: 0.0387, s2.acc: 94.3535, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.1047 2022-06-16 02:16:32,471 - mmdet - INFO - Epoch [22][6100/7330] lr: 1.000e-04, eta: 14:48:54, time: 0.474, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1638, s0.acc: 94.3130, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2298, s1.loss_cls: 0.0763, s1.acc: 94.5770, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1157, s2.loss_cls: 0.0369, s2.acc: 94.5366, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0544, loss: 1.1161 2022-06-16 02:16:55,788 - mmdet - INFO - Epoch [22][6150/7330] lr: 1.000e-04, eta: 14:48:26, time: 0.466, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1689, s0.acc: 94.1382, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2324, s1.loss_cls: 0.0797, s1.acc: 94.3253, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1163, s2.loss_cls: 0.0389, s2.acc: 94.3073, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0548, loss: 1.1403 2022-06-16 02:17:18,898 - mmdet - INFO - Epoch [22][6200/7330] lr: 1.000e-04, eta: 14:47:57, time: 0.462, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1676, s0.acc: 94.2373, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2261, s1.loss_cls: 0.0780, s1.acc: 94.4725, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1137, s2.loss_cls: 0.0382, s2.acc: 94.3869, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0537, loss: 1.1048 2022-06-16 02:17:42,260 - mmdet - INFO - Epoch [22][6250/7330] lr: 1.000e-04, eta: 14:47:28, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1576, s0.acc: 94.5647, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2194, s1.loss_cls: 0.0737, s1.acc: 94.7383, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1112, s2.loss_cls: 0.0362, s2.acc: 94.6205, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0693 2022-06-16 02:18:05,966 - mmdet - INFO - Epoch [22][6300/7330] lr: 1.000e-04, eta: 14:47:00, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1672, s0.acc: 94.3374, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2283, s1.loss_cls: 0.0791, s1.acc: 94.5169, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1137, s2.loss_cls: 0.0389, s2.acc: 94.4788, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0539, loss: 1.0958 2022-06-16 02:18:29,777 - mmdet - INFO - Epoch [22][6350/7330] lr: 1.000e-04, eta: 14:46:31, time: 0.476, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1662, s0.acc: 94.2942, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2308, s1.loss_cls: 0.0778, s1.acc: 94.5126, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1160, s2.loss_cls: 0.0381, s2.acc: 94.3789, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1159 2022-06-16 02:18:53,338 - mmdet - INFO - Epoch [22][6400/7330] lr: 1.000e-04, eta: 14:46:03, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1692, s0.acc: 94.0667, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2216, s1.loss_cls: 0.0791, s1.acc: 94.3224, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1118, s2.loss_cls: 0.0390, s2.acc: 94.2386, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0527, loss: 1.1176 2022-06-16 02:19:17,000 - mmdet - INFO - Epoch [22][6450/7330] lr: 1.000e-04, eta: 14:45:35, time: 0.473, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1713, s0.acc: 94.1006, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2326, s1.loss_cls: 0.0787, s1.acc: 94.4391, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1157, s2.loss_cls: 0.0388, s2.acc: 94.4367, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0543, loss: 1.1381 2022-06-16 02:19:40,600 - mmdet - INFO - Epoch [22][6500/7330] lr: 1.000e-04, eta: 14:45:06, time: 0.472, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1646, s0.acc: 94.3850, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2224, s1.loss_cls: 0.0770, s1.acc: 94.6034, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1111, s2.loss_cls: 0.0374, s2.acc: 94.6373, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0854 2022-06-16 02:20:03,545 - mmdet - INFO - Epoch [22][6550/7330] lr: 1.000e-04, eta: 14:44:37, time: 0.459, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1684, s0.acc: 94.2075, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2292, s1.loss_cls: 0.0770, s1.acc: 94.5146, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1152, s2.loss_cls: 0.0379, s2.acc: 94.4818, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1215 2022-06-16 02:20:27,092 - mmdet - INFO - Epoch [22][6600/7330] lr: 1.000e-04, eta: 14:44:09, time: 0.471, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1643, s0.acc: 94.2500, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2258, s1.loss_cls: 0.0775, s1.acc: 94.4524, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1126, s2.loss_cls: 0.0385, s2.acc: 94.3156, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.1094 2022-06-16 02:20:50,287 - mmdet - INFO - Epoch [22][6650/7330] lr: 1.000e-04, eta: 14:43:40, time: 0.464, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1698, s0.acc: 94.1919, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2333, s1.loss_cls: 0.0802, s1.acc: 94.4329, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1164, s2.loss_cls: 0.0394, s2.acc: 94.3650, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1222 2022-06-16 02:21:12,663 - mmdet - INFO - Epoch [22][6700/7330] lr: 1.000e-04, eta: 14:43:10, time: 0.447, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1537, s0.acc: 94.6184, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2244, s1.loss_cls: 0.0728, s1.acc: 94.8340, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1141, s2.loss_cls: 0.0364, s2.acc: 94.6840, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0541, loss: 1.0638 2022-06-16 02:21:35,514 - mmdet - INFO - Epoch [22][6750/7330] lr: 1.000e-04, eta: 14:42:41, time: 0.457, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1546, s0.acc: 94.6770, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2287, s1.loss_cls: 0.0733, s1.acc: 94.8224, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1159, s2.loss_cls: 0.0359, s2.acc: 94.6639, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0544, loss: 1.0697 2022-06-16 02:21:58,911 - mmdet - INFO - Epoch [22][6800/7330] lr: 1.000e-04, eta: 14:42:12, time: 0.468, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1635, s0.acc: 94.3469, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2271, s1.loss_cls: 0.0772, s1.acc: 94.5652, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1141, s2.loss_cls: 0.0380, s2.acc: 94.5014, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0539, loss: 1.0959 2022-06-16 02:22:22,649 - mmdet - INFO - Epoch [22][6850/7330] lr: 1.000e-04, eta: 14:41:44, time: 0.475, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1737, s0.acc: 94.0229, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2272, s1.loss_cls: 0.0820, s1.acc: 94.1675, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1133, s2.loss_cls: 0.0397, s2.acc: 94.1475, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.1326 2022-06-16 02:22:45,906 - mmdet - INFO - Epoch [22][6900/7330] lr: 1.000e-04, eta: 14:41:15, time: 0.465, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1613, s0.acc: 94.4773, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2247, s1.loss_cls: 0.0749, s1.acc: 94.6926, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1132, s2.loss_cls: 0.0365, s2.acc: 94.6389, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.0948 2022-06-16 02:23:10,049 - mmdet - INFO - Epoch [22][6950/7330] lr: 1.000e-04, eta: 14:40:48, time: 0.483, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1733, s0.acc: 93.9802, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2299, s1.loss_cls: 0.0805, s1.acc: 94.2523, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1146, s2.loss_cls: 0.0395, s2.acc: 94.2166, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0543, loss: 1.1400 2022-06-16 02:23:33,478 - mmdet - INFO - Epoch [22][7000/7330] lr: 1.000e-04, eta: 14:40:19, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1629, s0.acc: 94.3982, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2212, s1.loss_cls: 0.0770, s1.acc: 94.6119, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1121, s2.loss_cls: 0.0374, s2.acc: 94.6136, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.0829 2022-06-16 02:23:56,804 - mmdet - INFO - Epoch [22][7050/7330] lr: 1.000e-04, eta: 14:39:51, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1614, s0.acc: 94.3535, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2253, s1.loss_cls: 0.0759, s1.acc: 94.5125, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1138, s2.loss_cls: 0.0371, s2.acc: 94.5710, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.0944 2022-06-16 02:24:20,025 - mmdet - INFO - Epoch [22][7100/7330] lr: 1.000e-04, eta: 14:39:22, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1612, s0.acc: 94.4370, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2236, s1.loss_cls: 0.0752, s1.acc: 94.6903, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1127, s2.loss_cls: 0.0369, s2.acc: 94.6215, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0529, loss: 1.0780 2022-06-16 02:24:43,460 - mmdet - INFO - Epoch [22][7150/7330] lr: 1.000e-04, eta: 14:38:53, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1614, s0.acc: 94.4939, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2235, s1.loss_cls: 0.0764, s1.acc: 94.6825, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1124, s2.loss_cls: 0.0375, s2.acc: 94.5801, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0529, loss: 1.0725 2022-06-16 02:25:06,680 - mmdet - INFO - Epoch [22][7200/7330] lr: 1.000e-04, eta: 14:38:25, time: 0.465, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1706, s0.acc: 94.1455, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2313, s1.loss_cls: 0.0798, s1.acc: 94.3015, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1158, s2.loss_cls: 0.0395, s2.acc: 94.1220, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0544, loss: 1.1442 2022-06-16 02:25:30,316 - mmdet - INFO - Epoch [22][7250/7330] lr: 1.000e-04, eta: 14:37:56, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1741, s0.acc: 93.9871, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2272, s1.loss_cls: 0.0810, s1.acc: 94.2663, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1142, s2.loss_cls: 0.0400, s2.acc: 94.1198, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0539, loss: 1.1307 2022-06-16 02:25:53,706 - mmdet - INFO - Epoch [22][7300/7330] lr: 1.000e-04, eta: 14:37:28, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1712, s0.acc: 94.2178, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2274, s1.loss_cls: 0.0808, s1.acc: 94.3236, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1138, s2.loss_cls: 0.0394, s2.acc: 94.3943, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.1177 2022-06-16 02:26:24,347 - mmdet - INFO - Saving checkpoint at 22 epochs 2022-06-16 02:29:34,661 - mmdet - INFO - Evaluating bbox... 2022-06-16 02:30:01,263 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.470 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.654 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.509 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.307 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.506 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.761 2022-06-16 02:30:01,264 - mmdet - INFO - Evaluating segm... 2022-06-16 02:30:30,528 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.406 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.628 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.437 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.223 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.437 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.583 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.347 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.688 2022-06-16 02:30:31,054 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 02:30:31,054 - mmdet - INFO - Epoch(val) [22][625] bbox_mAP: 0.4700, bbox_mAP_50: 0.6540, bbox_mAP_75: 0.5090, bbox_mAP_s: 0.3070, bbox_mAP_m: 0.5060, bbox_mAP_l: 0.6110, bbox_mAP_copypaste: 0.470 0.654 0.509 0.307 0.506 0.611, segm_mAP: 0.4060, segm_mAP_50: 0.6280, segm_mAP_75: 0.4370, segm_mAP_s: 0.2230, segm_mAP_m: 0.4370, segm_mAP_l: 0.5830, segm_mAP_copypaste: 0.406 0.628 0.437 0.223 0.437 0.583 2022-06-16 02:35:08,199 - mmdet - INFO - Epoch [23][50/7330] lr: 1.000e-04, eta: 14:41:47, time: 5.542, data_time: 5.077, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1571, s0.acc: 94.4192, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2190, s1.loss_cls: 0.0733, s1.acc: 94.6916, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1114, s2.loss_cls: 0.0360, s2.acc: 94.6140, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.0730 2022-06-16 02:35:31,144 - mmdet - INFO - Epoch [23][100/7330] lr: 1.000e-04, eta: 14:41:18, time: 0.459, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1591, s0.acc: 94.3967, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2215, s1.loss_cls: 0.0742, s1.acc: 94.6340, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1115, s2.loss_cls: 0.0360, s2.acc: 94.5685, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0526, loss: 1.0782 2022-06-16 02:35:54,323 - mmdet - INFO - Epoch [23][150/7330] lr: 1.000e-04, eta: 14:40:48, time: 0.464, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1629, s0.acc: 94.4004, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2239, s1.loss_cls: 0.0763, s1.acc: 94.5799, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1131, s2.loss_cls: 0.0374, s2.acc: 94.4663, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0536, loss: 1.0974 2022-06-16 02:36:17,068 - mmdet - INFO - Epoch [23][200/7330] lr: 1.000e-04, eta: 14:40:19, time: 0.455, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1590, s0.acc: 94.4158, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2199, s1.loss_cls: 0.0736, s1.acc: 94.7157, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1108, s2.loss_cls: 0.0363, s2.acc: 94.7455, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0525, loss: 1.0763 2022-06-16 02:36:40,464 - mmdet - INFO - Epoch [23][250/7330] lr: 1.000e-04, eta: 14:39:50, time: 0.468, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1581, s0.acc: 94.5266, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2249, s1.loss_cls: 0.0744, s1.acc: 94.6268, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1130, s2.loss_cls: 0.0369, s2.acc: 94.5315, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0538, loss: 1.0808 2022-06-16 02:37:03,778 - mmdet - INFO - Epoch [23][300/7330] lr: 1.000e-04, eta: 14:39:21, time: 0.466, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1653, s0.acc: 94.2488, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2243, s1.loss_cls: 0.0782, s1.acc: 94.3855, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1127, s2.loss_cls: 0.0384, s2.acc: 94.2811, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0527, loss: 1.1142 2022-06-16 02:37:27,122 - mmdet - INFO - Epoch [23][350/7330] lr: 1.000e-04, eta: 14:38:52, time: 0.467, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1623, s0.acc: 94.3496, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2201, s1.loss_cls: 0.0768, s1.acc: 94.6111, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1114, s2.loss_cls: 0.0376, s2.acc: 94.6118, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0526, loss: 1.0870 2022-06-16 02:37:50,247 - mmdet - INFO - Epoch [23][400/7330] lr: 1.000e-04, eta: 14:38:23, time: 0.462, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1519, s0.acc: 94.7314, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2177, s1.loss_cls: 0.0707, s1.acc: 94.9774, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1093, s2.loss_cls: 0.0348, s2.acc: 94.9445, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0516, loss: 1.0517 2022-06-16 02:38:13,799 - mmdet - INFO - Epoch [23][450/7330] lr: 1.000e-04, eta: 14:37:55, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1681, s0.acc: 94.1316, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2300, s1.loss_cls: 0.0791, s1.acc: 94.3382, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1167, s2.loss_cls: 0.0388, s2.acc: 94.2800, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0550, loss: 1.1235 2022-06-16 02:38:37,637 - mmdet - INFO - Epoch [23][500/7330] lr: 1.000e-04, eta: 14:37:26, time: 0.477, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1533, s0.acc: 94.5327, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2252, s1.loss_cls: 0.0714, s1.acc: 94.9000, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1128, s2.loss_cls: 0.0351, s2.acc: 94.7144, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.0846 2022-06-16 02:39:00,804 - mmdet - INFO - Epoch [23][550/7330] lr: 1.000e-04, eta: 14:36:57, time: 0.463, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1590, s0.acc: 94.4216, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2221, s1.loss_cls: 0.0745, s1.acc: 94.6568, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1105, s2.loss_cls: 0.0369, s2.acc: 94.5546, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0521, loss: 1.0775 2022-06-16 02:39:24,006 - mmdet - INFO - Epoch [23][600/7330] lr: 1.000e-04, eta: 14:36:28, time: 0.464, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1567, s0.acc: 94.4958, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2237, s1.loss_cls: 0.0730, s1.acc: 94.6773, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1127, s2.loss_cls: 0.0357, s2.acc: 94.6396, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.0818 2022-06-16 02:39:47,726 - mmdet - INFO - Epoch [23][650/7330] lr: 1.000e-04, eta: 14:36:00, time: 0.474, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1534, s0.acc: 94.6755, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2284, s1.loss_cls: 0.0721, s1.acc: 94.8894, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1151, s2.loss_cls: 0.0358, s2.acc: 94.7606, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0540, loss: 1.0792 2022-06-16 02:40:10,992 - mmdet - INFO - Epoch [23][700/7330] lr: 1.000e-04, eta: 14:35:31, time: 0.466, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1542, s0.acc: 94.6438, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2247, s1.loss_cls: 0.0729, s1.acc: 94.8225, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1135, s2.loss_cls: 0.0356, s2.acc: 94.8344, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0536, loss: 1.0670 2022-06-16 02:40:34,736 - mmdet - INFO - Epoch [23][750/7330] lr: 1.000e-04, eta: 14:35:03, time: 0.475, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1529, s0.acc: 94.6492, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2229, s1.loss_cls: 0.0722, s1.acc: 94.7972, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1110, s2.loss_cls: 0.0355, s2.acc: 94.7954, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0527, loss: 1.0582 2022-06-16 02:40:58,060 - mmdet - INFO - Epoch [23][800/7330] lr: 1.000e-04, eta: 14:34:34, time: 0.466, data_time: 0.023, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1580, s0.acc: 94.5466, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2237, s1.loss_cls: 0.0727, s1.acc: 94.7951, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1127, s2.loss_cls: 0.0358, s2.acc: 94.7871, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.0763 2022-06-16 02:41:21,826 - mmdet - INFO - Epoch [23][850/7330] lr: 1.000e-04, eta: 14:34:06, time: 0.475, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1519, s0.acc: 94.7571, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2227, s1.loss_cls: 0.0717, s1.acc: 94.8875, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1119, s2.loss_cls: 0.0350, s2.acc: 94.9158, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0529, loss: 1.0597 2022-06-16 02:41:45,137 - mmdet - INFO - Epoch [23][900/7330] lr: 1.000e-04, eta: 14:33:37, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1568, s0.acc: 94.5479, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2283, s1.loss_cls: 0.0738, s1.acc: 94.6841, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1137, s2.loss_cls: 0.0364, s2.acc: 94.5802, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.0860 2022-06-16 02:42:08,965 - mmdet - INFO - Epoch [23][950/7330] lr: 1.000e-04, eta: 14:33:09, time: 0.478, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1558, s0.acc: 94.5061, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2233, s1.loss_cls: 0.0737, s1.acc: 94.6562, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1129, s2.loss_cls: 0.0367, s2.acc: 94.5395, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.0867 2022-06-16 02:42:32,862 - mmdet - INFO - Epoch [23][1000/7330] lr: 1.000e-04, eta: 14:32:40, time: 0.478, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1656, s0.acc: 94.3105, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2254, s1.loss_cls: 0.0762, s1.acc: 94.5632, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1128, s2.loss_cls: 0.0374, s2.acc: 94.4915, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.1025 2022-06-16 02:42:56,719 - mmdet - INFO - Epoch [23][1050/7330] lr: 1.000e-04, eta: 14:32:12, time: 0.478, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1554, s0.acc: 94.5701, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2208, s1.loss_cls: 0.0731, s1.acc: 94.7528, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1118, s2.loss_cls: 0.0360, s2.acc: 94.7213, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0531, loss: 1.0705 2022-06-16 02:43:20,493 - mmdet - INFO - Epoch [23][1100/7330] lr: 1.000e-04, eta: 14:31:44, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1642, s0.acc: 94.2698, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2224, s1.loss_cls: 0.0769, s1.acc: 94.4325, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1118, s2.loss_cls: 0.0374, s2.acc: 94.4420, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.0928 2022-06-16 02:43:44,077 - mmdet - INFO - Epoch [23][1150/7330] lr: 1.000e-04, eta: 14:31:16, time: 0.474, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1544, s0.acc: 94.6250, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2125, s1.loss_cls: 0.0728, s1.acc: 94.8137, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1079, s2.loss_cls: 0.0363, s2.acc: 94.7164, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0509, loss: 1.0471 2022-06-16 02:44:07,669 - mmdet - INFO - Epoch [23][1200/7330] lr: 1.000e-04, eta: 14:30:47, time: 0.472, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1633, s0.acc: 94.3428, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2283, s1.loss_cls: 0.0773, s1.acc: 94.5208, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1143, s2.loss_cls: 0.0381, s2.acc: 94.5197, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0541, loss: 1.1056 2022-06-16 02:44:30,976 - mmdet - INFO - Epoch [23][1250/7330] lr: 1.000e-04, eta: 14:30:18, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1635, s0.acc: 94.3008, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2210, s1.loss_cls: 0.0756, s1.acc: 94.6371, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1116, s2.loss_cls: 0.0369, s2.acc: 94.5621, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0528, loss: 1.0947 2022-06-16 02:44:54,619 - mmdet - INFO - Epoch [23][1300/7330] lr: 1.000e-04, eta: 14:29:50, time: 0.473, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1548, s0.acc: 94.6670, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2189, s1.loss_cls: 0.0719, s1.acc: 94.8947, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1095, s2.loss_cls: 0.0355, s2.acc: 94.8668, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0603 2022-06-16 02:45:17,825 - mmdet - INFO - Epoch [23][1350/7330] lr: 1.000e-04, eta: 14:29:21, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1593, s0.acc: 94.4143, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2270, s1.loss_cls: 0.0741, s1.acc: 94.6916, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1133, s2.loss_cls: 0.0361, s2.acc: 94.6473, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0536, loss: 1.0909 2022-06-16 02:45:40,730 - mmdet - INFO - Epoch [23][1400/7330] lr: 1.000e-04, eta: 14:28:52, time: 0.458, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1546, s0.acc: 94.5781, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2234, s1.loss_cls: 0.0729, s1.acc: 94.8428, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1111, s2.loss_cls: 0.0355, s2.acc: 94.7908, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0522, loss: 1.0548 2022-06-16 02:46:04,042 - mmdet - INFO - Epoch [23][1450/7330] lr: 1.000e-04, eta: 14:28:23, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1620, s0.acc: 94.3254, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2242, s1.loss_cls: 0.0758, s1.acc: 94.6191, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1134, s2.loss_cls: 0.0374, s2.acc: 94.6450, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.0874 2022-06-16 02:46:27,765 - mmdet - INFO - Epoch [23][1500/7330] lr: 1.000e-04, eta: 14:27:55, time: 0.475, data_time: 0.025, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1545, s0.acc: 94.5544, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2196, s1.loss_cls: 0.0729, s1.acc: 94.7274, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1115, s2.loss_cls: 0.0360, s2.acc: 94.6218, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0528, loss: 1.0540 2022-06-16 02:46:51,159 - mmdet - INFO - Epoch [23][1550/7330] lr: 1.000e-04, eta: 14:27:26, time: 0.468, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1609, s0.acc: 94.3550, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2287, s1.loss_cls: 0.0751, s1.acc: 94.6098, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1147, s2.loss_cls: 0.0366, s2.acc: 94.5739, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0541, loss: 1.1004 2022-06-16 02:47:15,137 - mmdet - INFO - Epoch [23][1600/7330] lr: 1.000e-04, eta: 14:26:58, time: 0.480, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1646, s0.acc: 94.3518, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2236, s1.loss_cls: 0.0775, s1.acc: 94.6331, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1125, s2.loss_cls: 0.0374, s2.acc: 94.6276, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.0924 2022-06-16 02:47:38,606 - mmdet - INFO - Epoch [23][1650/7330] lr: 1.000e-04, eta: 14:26:30, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1529, s0.acc: 94.6465, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2236, s1.loss_cls: 0.0710, s1.acc: 94.8698, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1130, s2.loss_cls: 0.0355, s2.acc: 94.7300, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0531, loss: 1.0793 2022-06-16 02:48:02,092 - mmdet - INFO - Epoch [23][1700/7330] lr: 1.000e-04, eta: 14:26:01, time: 0.470, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1566, s0.acc: 94.6294, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2248, s1.loss_cls: 0.0731, s1.acc: 94.8158, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1139, s2.loss_cls: 0.0360, s2.acc: 94.7419, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0541, loss: 1.0705 2022-06-16 02:48:25,471 - mmdet - INFO - Epoch [23][1750/7330] lr: 1.000e-04, eta: 14:25:33, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1627, s0.acc: 94.3577, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2226, s1.loss_cls: 0.0778, s1.acc: 94.4958, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1124, s2.loss_cls: 0.0380, s2.acc: 94.4320, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0868 2022-06-16 02:48:48,911 - mmdet - INFO - Epoch [23][1800/7330] lr: 1.000e-04, eta: 14:25:04, time: 0.469, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1633, s0.acc: 94.2827, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2272, s1.loss_cls: 0.0759, s1.acc: 94.5613, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1156, s2.loss_cls: 0.0376, s2.acc: 94.3332, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0552, loss: 1.1142 2022-06-16 02:49:12,798 - mmdet - INFO - Epoch [23][1850/7330] lr: 1.000e-04, eta: 14:24:36, time: 0.478, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1665, s0.acc: 94.2559, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2389, s1.loss_cls: 0.0785, s1.acc: 94.4653, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1181, s2.loss_cls: 0.0387, s2.acc: 94.4411, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0553, loss: 1.1300 2022-06-16 02:49:37,033 - mmdet - INFO - Epoch [23][1900/7330] lr: 1.000e-04, eta: 14:24:08, time: 0.482, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1661, s0.acc: 94.2383, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2251, s1.loss_cls: 0.0778, s1.acc: 94.4157, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1135, s2.loss_cls: 0.0379, s2.acc: 94.3509, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1091 2022-06-16 02:50:00,837 - mmdet - INFO - Epoch [23][1950/7330] lr: 1.000e-04, eta: 14:23:40, time: 0.479, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1656, s0.acc: 94.3218, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2219, s1.loss_cls: 0.0775, s1.acc: 94.4903, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1111, s2.loss_cls: 0.0378, s2.acc: 94.4833, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0525, loss: 1.0955 2022-06-16 02:50:24,955 - mmdet - INFO - Epoch [23][2000/7330] lr: 1.000e-04, eta: 14:23:13, time: 0.482, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1641, s0.acc: 94.3010, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2297, s1.loss_cls: 0.0765, s1.acc: 94.5576, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1144, s2.loss_cls: 0.0375, s2.acc: 94.5104, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0542, loss: 1.1153 2022-06-16 02:50:49,133 - mmdet - INFO - Epoch [23][2050/7330] lr: 1.000e-04, eta: 14:22:45, time: 0.483, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1657, s0.acc: 94.2319, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2293, s1.loss_cls: 0.0779, s1.acc: 94.4295, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1138, s2.loss_cls: 0.0376, s2.acc: 94.4751, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0531, loss: 1.1052 2022-06-16 02:51:12,948 - mmdet - INFO - Epoch [23][2100/7330] lr: 1.000e-04, eta: 14:22:17, time: 0.476, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1625, s0.acc: 94.4539, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2263, s1.loss_cls: 0.0758, s1.acc: 94.6956, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1139, s2.loss_cls: 0.0372, s2.acc: 94.5782, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0536, loss: 1.0918 2022-06-16 02:51:36,499 - mmdet - INFO - Epoch [23][2150/7330] lr: 1.000e-04, eta: 14:21:49, time: 0.471, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1622, s0.acc: 94.4722, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2210, s1.loss_cls: 0.0752, s1.acc: 94.7222, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1112, s2.loss_cls: 0.0366, s2.acc: 94.7303, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0524, loss: 1.0715 2022-06-16 02:52:00,544 - mmdet - INFO - Epoch [23][2200/7330] lr: 1.000e-04, eta: 14:21:21, time: 0.480, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1637, s0.acc: 94.3613, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2232, s1.loss_cls: 0.0771, s1.acc: 94.5549, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1119, s2.loss_cls: 0.0382, s2.acc: 94.4555, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0528, loss: 1.1034 2022-06-16 02:52:24,201 - mmdet - INFO - Epoch [23][2250/7330] lr: 1.000e-04, eta: 14:20:52, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1561, s0.acc: 94.6189, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2266, s1.loss_cls: 0.0721, s1.acc: 94.8222, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1140, s2.loss_cls: 0.0357, s2.acc: 94.7340, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0537, loss: 1.0773 2022-06-16 02:52:47,228 - mmdet - INFO - Epoch [23][2300/7330] lr: 1.000e-04, eta: 14:20:23, time: 0.461, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1564, s0.acc: 94.5491, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2252, s1.loss_cls: 0.0734, s1.acc: 94.7641, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1132, s2.loss_cls: 0.0354, s2.acc: 94.8417, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0535, loss: 1.0717 2022-06-16 02:53:10,814 - mmdet - INFO - Epoch [23][2350/7330] lr: 1.000e-04, eta: 14:19:55, time: 0.472, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1646, s0.acc: 94.3320, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2245, s1.loss_cls: 0.0773, s1.acc: 94.5107, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1123, s2.loss_cls: 0.0377, s2.acc: 94.5195, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0525, loss: 1.1018 2022-06-16 02:53:34,369 - mmdet - INFO - Epoch [23][2400/7330] lr: 1.000e-04, eta: 14:19:27, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1618, s0.acc: 94.4143, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2256, s1.loss_cls: 0.0759, s1.acc: 94.5139, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1139, s2.loss_cls: 0.0370, s2.acc: 94.5689, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.0900 2022-06-16 02:53:58,415 - mmdet - INFO - Epoch [23][2450/7330] lr: 1.000e-04, eta: 14:18:59, time: 0.481, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1590, s0.acc: 94.4585, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2227, s1.loss_cls: 0.0755, s1.acc: 94.5779, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1121, s2.loss_cls: 0.0370, s2.acc: 94.5338, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.0736 2022-06-16 02:54:22,258 - mmdet - INFO - Epoch [23][2500/7330] lr: 1.000e-04, eta: 14:18:31, time: 0.477, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1679, s0.acc: 94.2209, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2292, s1.loss_cls: 0.0785, s1.acc: 94.4918, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1145, s2.loss_cls: 0.0386, s2.acc: 94.4082, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0539, loss: 1.1344 2022-06-16 02:54:46,084 - mmdet - INFO - Epoch [23][2550/7330] lr: 1.000e-04, eta: 14:18:03, time: 0.477, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1604, s0.acc: 94.4854, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2225, s1.loss_cls: 0.0753, s1.acc: 94.5990, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1118, s2.loss_cls: 0.0371, s2.acc: 94.5561, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0527, loss: 1.0833 2022-06-16 02:55:09,962 - mmdet - INFO - Epoch [23][2600/7330] lr: 1.000e-04, eta: 14:17:35, time: 0.478, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1668, s0.acc: 94.2698, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2285, s1.loss_cls: 0.0784, s1.acc: 94.4227, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1149, s2.loss_cls: 0.0387, s2.acc: 94.3630, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0545, loss: 1.1124 2022-06-16 02:55:33,973 - mmdet - INFO - Epoch [23][2650/7330] lr: 1.000e-04, eta: 14:17:07, time: 0.480, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1546, s0.acc: 94.6055, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2207, s1.loss_cls: 0.0724, s1.acc: 94.8116, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1107, s2.loss_cls: 0.0356, s2.acc: 94.7981, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0525, loss: 1.0591 2022-06-16 02:55:57,826 - mmdet - INFO - Epoch [23][2700/7330] lr: 1.000e-04, eta: 14:16:39, time: 0.477, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1549, s0.acc: 94.5962, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2233, s1.loss_cls: 0.0723, s1.acc: 94.7683, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1127, s2.loss_cls: 0.0352, s2.acc: 94.8205, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0529, loss: 1.0631 2022-06-16 02:56:21,710 - mmdet - INFO - Epoch [23][2750/7330] lr: 1.000e-04, eta: 14:16:11, time: 0.478, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1718, s0.acc: 93.9202, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2342, s1.loss_cls: 0.0809, s1.acc: 94.1043, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1166, s2.loss_cls: 0.0393, s2.acc: 94.1476, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0550, loss: 1.1568 2022-06-16 02:56:44,727 - mmdet - INFO - Epoch [23][2800/7330] lr: 1.000e-04, eta: 14:15:43, time: 0.460, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1543, s0.acc: 94.6399, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2222, s1.loss_cls: 0.0706, s1.acc: 94.9281, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1117, s2.loss_cls: 0.0353, s2.acc: 94.7339, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0528, loss: 1.0630 2022-06-16 02:57:08,265 - mmdet - INFO - Epoch [23][2850/7330] lr: 1.000e-04, eta: 14:15:14, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1687, s0.acc: 94.2207, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2267, s1.loss_cls: 0.0786, s1.acc: 94.4750, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1134, s2.loss_cls: 0.0390, s2.acc: 94.2883, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.1123 2022-06-16 02:57:31,603 - mmdet - INFO - Epoch [23][2900/7330] lr: 1.000e-04, eta: 14:14:46, time: 0.467, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1606, s0.acc: 94.4294, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2235, s1.loss_cls: 0.0742, s1.acc: 94.7703, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1117, s2.loss_cls: 0.0366, s2.acc: 94.6703, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.0788 2022-06-16 02:57:54,982 - mmdet - INFO - Epoch [23][2950/7330] lr: 1.000e-04, eta: 14:14:17, time: 0.468, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1647, s0.acc: 94.2280, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2244, s1.loss_cls: 0.0775, s1.acc: 94.4247, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1132, s2.loss_cls: 0.0383, s2.acc: 94.2941, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.1017 2022-06-16 02:58:19,113 - mmdet - INFO - Epoch [23][3000/7330] lr: 1.000e-04, eta: 14:13:50, time: 0.482, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1640, s0.acc: 94.3127, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2251, s1.loss_cls: 0.0760, s1.acc: 94.5688, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1127, s2.loss_cls: 0.0366, s2.acc: 94.6135, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.1027 2022-06-16 02:58:42,832 - mmdet - INFO - Epoch [23][3050/7330] lr: 1.000e-04, eta: 14:13:21, time: 0.475, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1596, s0.acc: 94.4370, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2198, s1.loss_cls: 0.0748, s1.acc: 94.6204, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1110, s2.loss_cls: 0.0375, s2.acc: 94.5178, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0524, loss: 1.0807 2022-06-16 02:59:06,284 - mmdet - INFO - Epoch [23][3100/7330] lr: 1.000e-04, eta: 14:12:53, time: 0.469, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1582, s0.acc: 94.4121, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2235, s1.loss_cls: 0.0740, s1.acc: 94.5920, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1127, s2.loss_cls: 0.0364, s2.acc: 94.6188, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.0871 2022-06-16 02:59:29,798 - mmdet - INFO - Epoch [23][3150/7330] lr: 1.000e-04, eta: 14:12:25, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1526, s0.acc: 94.6833, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2181, s1.loss_cls: 0.0700, s1.acc: 95.0588, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1100, s2.loss_cls: 0.0346, s2.acc: 94.9253, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0519, loss: 1.0528 2022-06-16 02:59:53,258 - mmdet - INFO - Epoch [23][3200/7330] lr: 1.000e-04, eta: 14:11:56, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1513, s0.acc: 94.7681, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2160, s1.loss_cls: 0.0700, s1.acc: 95.0941, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1087, s2.loss_cls: 0.0336, s2.acc: 95.1521, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0513, loss: 1.0359 2022-06-16 03:00:16,967 - mmdet - INFO - Epoch [23][3250/7330] lr: 1.000e-04, eta: 14:11:28, time: 0.474, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1629, s0.acc: 94.3420, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2283, s1.loss_cls: 0.0760, s1.acc: 94.5719, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1135, s2.loss_cls: 0.0372, s2.acc: 94.5014, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.1039 2022-06-16 03:00:40,745 - mmdet - INFO - Epoch [23][3300/7330] lr: 1.000e-04, eta: 14:11:00, time: 0.475, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1604, s0.acc: 94.2539, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2328, s1.loss_cls: 0.0760, s1.acc: 94.4751, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1170, s2.loss_cls: 0.0378, s2.acc: 94.4808, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0554, loss: 1.1136 2022-06-16 03:01:04,555 - mmdet - INFO - Epoch [23][3350/7330] lr: 1.000e-04, eta: 14:10:32, time: 0.476, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1624, s0.acc: 94.3596, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2200, s1.loss_cls: 0.0773, s1.acc: 94.5206, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1109, s2.loss_cls: 0.0376, s2.acc: 94.4360, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0522, loss: 1.0850 2022-06-16 03:01:28,936 - mmdet - INFO - Epoch [23][3400/7330] lr: 1.000e-04, eta: 14:10:05, time: 0.487, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1584, s0.acc: 94.4749, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2245, s1.loss_cls: 0.0744, s1.acc: 94.7321, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1123, s2.loss_cls: 0.0371, s2.acc: 94.5333, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0530, loss: 1.0968 2022-06-16 03:01:52,775 - mmdet - INFO - Epoch [23][3450/7330] lr: 1.000e-04, eta: 14:09:37, time: 0.477, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1671, s0.acc: 94.0994, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2275, s1.loss_cls: 0.0791, s1.acc: 94.3212, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1139, s2.loss_cls: 0.0387, s2.acc: 94.2624, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0535, loss: 1.1096 2022-06-16 03:02:15,897 - mmdet - INFO - Epoch [23][3500/7330] lr: 1.000e-04, eta: 14:09:08, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1468, s0.acc: 94.7988, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2264, s1.loss_cls: 0.0688, s1.acc: 94.9599, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1148, s2.loss_cls: 0.0337, s2.acc: 94.9778, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0550, loss: 1.0439 2022-06-16 03:02:39,740 - mmdet - INFO - Epoch [23][3550/7330] lr: 1.000e-04, eta: 14:08:41, time: 0.477, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1719, s0.acc: 93.9866, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2324, s1.loss_cls: 0.0805, s1.acc: 94.2397, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1154, s2.loss_cls: 0.0394, s2.acc: 94.2058, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0542, loss: 1.1437 2022-06-16 03:03:04,336 - mmdet - INFO - Epoch [23][3600/7330] lr: 1.000e-04, eta: 14:08:14, time: 0.492, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1636, s0.acc: 94.2739, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2208, s1.loss_cls: 0.0769, s1.acc: 94.5326, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1113, s2.loss_cls: 0.0383, s2.acc: 94.3486, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.0927 2022-06-16 03:03:28,554 - mmdet - INFO - Epoch [23][3650/7330] lr: 1.000e-04, eta: 14:07:46, time: 0.484, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1615, s0.acc: 94.3777, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2253, s1.loss_cls: 0.0744, s1.acc: 94.6188, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1123, s2.loss_cls: 0.0365, s2.acc: 94.5376, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0531, loss: 1.0875 2022-06-16 03:03:52,220 - mmdet - INFO - Epoch [23][3700/7330] lr: 1.000e-04, eta: 14:07:18, time: 0.474, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1574, s0.acc: 94.5637, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2253, s1.loss_cls: 0.0734, s1.acc: 94.7861, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1133, s2.loss_cls: 0.0361, s2.acc: 94.7943, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0530, loss: 1.0815 2022-06-16 03:04:15,875 - mmdet - INFO - Epoch [23][3750/7330] lr: 1.000e-04, eta: 14:06:50, time: 0.473, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1650, s0.acc: 94.3635, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2317, s1.loss_cls: 0.0772, s1.acc: 94.6172, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1151, s2.loss_cls: 0.0372, s2.acc: 94.6212, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0542, loss: 1.1081 2022-06-16 03:04:40,106 - mmdet - INFO - Epoch [23][3800/7330] lr: 1.000e-04, eta: 14:06:23, time: 0.485, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1667, s0.acc: 94.3289, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2295, s1.loss_cls: 0.0769, s1.acc: 94.5410, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1147, s2.loss_cls: 0.0378, s2.acc: 94.4902, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1133 2022-06-16 03:05:03,986 - mmdet - INFO - Epoch [23][3850/7330] lr: 1.000e-04, eta: 14:05:55, time: 0.477, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1634, s0.acc: 94.3074, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2274, s1.loss_cls: 0.0765, s1.acc: 94.5673, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1150, s2.loss_cls: 0.0375, s2.acc: 94.4652, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0544, loss: 1.1037 2022-06-16 03:05:27,127 - mmdet - INFO - Epoch [23][3900/7330] lr: 1.000e-04, eta: 14:05:26, time: 0.463, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1673, s0.acc: 94.2107, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2247, s1.loss_cls: 0.0774, s1.acc: 94.4423, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1129, s2.loss_cls: 0.0376, s2.acc: 94.4413, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0533, loss: 1.1118 2022-06-16 03:05:50,926 - mmdet - INFO - Epoch [23][3950/7330] lr: 1.000e-04, eta: 14:04:58, time: 0.476, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1721, s0.acc: 93.9966, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2368, s1.loss_cls: 0.0803, s1.acc: 94.2305, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1167, s2.loss_cls: 0.0391, s2.acc: 94.2282, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0548, loss: 1.1405 2022-06-16 03:06:13,853 - mmdet - INFO - Epoch [23][4000/7330] lr: 1.000e-04, eta: 14:04:29, time: 0.458, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1630, s0.acc: 94.3420, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2261, s1.loss_cls: 0.0769, s1.acc: 94.5639, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1131, s2.loss_cls: 0.0376, s2.acc: 94.4582, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.0903 2022-06-16 03:06:37,177 - mmdet - INFO - Epoch [23][4050/7330] lr: 1.000e-04, eta: 14:04:01, time: 0.467, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1655, s0.acc: 94.3621, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2224, s1.loss_cls: 0.0775, s1.acc: 94.6158, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1118, s2.loss_cls: 0.0380, s2.acc: 94.5114, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.0983 2022-06-16 03:07:00,382 - mmdet - INFO - Epoch [23][4100/7330] lr: 1.000e-04, eta: 14:03:32, time: 0.464, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1577, s0.acc: 94.4907, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2213, s1.loss_cls: 0.0738, s1.acc: 94.7087, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1129, s2.loss_cls: 0.0359, s2.acc: 94.7806, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.0794 2022-06-16 03:07:23,867 - mmdet - INFO - Epoch [23][4150/7330] lr: 1.000e-04, eta: 14:03:04, time: 0.470, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1655, s0.acc: 94.2876, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2291, s1.loss_cls: 0.0773, s1.acc: 94.5444, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1147, s2.loss_cls: 0.0370, s2.acc: 94.5441, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1071 2022-06-16 03:07:47,198 - mmdet - INFO - Epoch [23][4200/7330] lr: 1.000e-04, eta: 14:02:36, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1510, s0.acc: 94.7371, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2214, s1.loss_cls: 0.0703, s1.acc: 95.0005, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1123, s2.loss_cls: 0.0347, s2.acc: 94.8949, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.0603 2022-06-16 03:08:10,496 - mmdet - INFO - Epoch [23][4250/7330] lr: 1.000e-04, eta: 14:02:07, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1610, s0.acc: 94.3533, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2211, s1.loss_cls: 0.0766, s1.acc: 94.4938, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1118, s2.loss_cls: 0.0372, s2.acc: 94.4979, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0529, loss: 1.0849 2022-06-16 03:08:33,549 - mmdet - INFO - Epoch [23][4300/7330] lr: 1.000e-04, eta: 14:01:38, time: 0.461, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1727, s0.acc: 94.0840, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2304, s1.loss_cls: 0.0807, s1.acc: 94.3001, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1147, s2.loss_cls: 0.0395, s2.acc: 94.3095, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0541, loss: 1.1425 2022-06-16 03:08:59,370 - mmdet - INFO - Epoch [23][4350/7330] lr: 1.000e-04, eta: 14:01:13, time: 0.516, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1631, s0.acc: 94.3411, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2240, s1.loss_cls: 0.0753, s1.acc: 94.6270, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1137, s2.loss_cls: 0.0369, s2.acc: 94.5514, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0535, loss: 1.1001 2022-06-16 03:09:23,303 - mmdet - INFO - Epoch [23][4400/7330] lr: 1.000e-04, eta: 14:00:45, time: 0.479, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1604, s0.acc: 94.4526, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2261, s1.loss_cls: 0.0751, s1.acc: 94.6268, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1128, s2.loss_cls: 0.0371, s2.acc: 94.5785, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.0844 2022-06-16 03:09:46,696 - mmdet - INFO - Epoch [23][4450/7330] lr: 1.000e-04, eta: 14:00:17, time: 0.468, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1681, s0.acc: 94.3418, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2328, s1.loss_cls: 0.0781, s1.acc: 94.5889, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1166, s2.loss_cls: 0.0376, s2.acc: 94.7146, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0551, loss: 1.1096 2022-06-16 03:10:10,581 - mmdet - INFO - Epoch [23][4500/7330] lr: 1.000e-04, eta: 13:59:49, time: 0.478, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1709, s0.acc: 93.9500, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2274, s1.loss_cls: 0.0805, s1.acc: 94.2453, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1141, s2.loss_cls: 0.0391, s2.acc: 94.2294, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0537, loss: 1.1297 2022-06-16 03:10:33,957 - mmdet - INFO - Epoch [23][4550/7330] lr: 1.000e-04, eta: 13:59:21, time: 0.468, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1631, s0.acc: 94.3911, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2299, s1.loss_cls: 0.0765, s1.acc: 94.5909, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1142, s2.loss_cls: 0.0373, s2.acc: 94.5037, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.1034 2022-06-16 03:10:57,870 - mmdet - INFO - Epoch [23][4600/7330] lr: 1.000e-04, eta: 13:58:53, time: 0.478, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1608, s0.acc: 94.4556, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2244, s1.loss_cls: 0.0751, s1.acc: 94.6965, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1121, s2.loss_cls: 0.0363, s2.acc: 94.7033, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0529, loss: 1.0816 2022-06-16 03:11:21,528 - mmdet - INFO - Epoch [23][4650/7330] lr: 1.000e-04, eta: 13:58:25, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1575, s0.acc: 94.5710, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2222, s1.loss_cls: 0.0733, s1.acc: 94.7899, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1125, s2.loss_cls: 0.0364, s2.acc: 94.6427, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0532, loss: 1.0770 2022-06-16 03:11:44,929 - mmdet - INFO - Epoch [23][4700/7330] lr: 1.000e-04, eta: 13:57:57, time: 0.468, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1637, s0.acc: 94.3342, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2230, s1.loss_cls: 0.0771, s1.acc: 94.5181, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1130, s2.loss_cls: 0.0375, s2.acc: 94.4975, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.0901 2022-06-16 03:12:08,336 - mmdet - INFO - Epoch [23][4750/7330] lr: 1.000e-04, eta: 13:57:29, time: 0.468, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1605, s0.acc: 94.4651, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2248, s1.loss_cls: 0.0750, s1.acc: 94.6352, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1137, s2.loss_cls: 0.0365, s2.acc: 94.6129, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0538, loss: 1.0799 2022-06-16 03:12:32,019 - mmdet - INFO - Epoch [23][4800/7330] lr: 1.000e-04, eta: 13:57:01, time: 0.474, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1674, s0.acc: 94.2671, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2228, s1.loss_cls: 0.0775, s1.acc: 94.5281, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1121, s2.loss_cls: 0.0377, s2.acc: 94.5236, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.1016 2022-06-16 03:12:58,310 - mmdet - INFO - Epoch [23][4850/7330] lr: 1.000e-04, eta: 13:56:36, time: 0.525, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1700, s0.acc: 94.1455, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2294, s1.loss_cls: 0.0793, s1.acc: 94.3768, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1153, s2.loss_cls: 0.0389, s2.acc: 94.2927, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0547, loss: 1.1260 2022-06-16 03:13:21,392 - mmdet - INFO - Epoch [23][4900/7330] lr: 1.000e-04, eta: 13:56:07, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1768, s0.acc: 93.9055, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2314, s1.loss_cls: 0.0837, s1.acc: 94.0319, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1164, s2.loss_cls: 0.0415, s2.acc: 93.8970, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0547, loss: 1.1446 2022-06-16 03:13:44,217 - mmdet - INFO - Epoch [23][4950/7330] lr: 1.000e-04, eta: 13:55:38, time: 0.456, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1582, s0.acc: 94.6672, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2221, s1.loss_cls: 0.0742, s1.acc: 94.8738, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1112, s2.loss_cls: 0.0364, s2.acc: 94.7830, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0525, loss: 1.0620 2022-06-16 03:14:07,862 - mmdet - INFO - Epoch [23][5000/7330] lr: 1.000e-04, eta: 13:55:10, time: 0.473, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1679, s0.acc: 94.2742, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2301, s1.loss_cls: 0.0786, s1.acc: 94.5478, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1151, s2.loss_cls: 0.0383, s2.acc: 94.4189, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1172 2022-06-16 03:14:31,417 - mmdet - INFO - Epoch [23][5050/7330] lr: 1.000e-04, eta: 13:54:42, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1637, s0.acc: 94.3882, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2266, s1.loss_cls: 0.0770, s1.acc: 94.5900, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1135, s2.loss_cls: 0.0376, s2.acc: 94.4381, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0531, loss: 1.0958 2022-06-16 03:14:55,275 - mmdet - INFO - Epoch [23][5100/7330] lr: 1.000e-04, eta: 13:54:14, time: 0.477, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1670, s0.acc: 94.1643, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2295, s1.loss_cls: 0.0778, s1.acc: 94.3969, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1137, s2.loss_cls: 0.0380, s2.acc: 94.4519, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0537, loss: 1.1156 2022-06-16 03:15:18,398 - mmdet - INFO - Epoch [23][5150/7330] lr: 1.000e-04, eta: 13:53:46, time: 0.462, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1513, s0.acc: 94.6753, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2225, s1.loss_cls: 0.0710, s1.acc: 94.7539, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1116, s2.loss_cls: 0.0352, s2.acc: 94.6975, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.0586 2022-06-16 03:15:42,115 - mmdet - INFO - Epoch [23][5200/7330] lr: 1.000e-04, eta: 13:53:18, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1584, s0.acc: 94.5620, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2240, s1.loss_cls: 0.0748, s1.acc: 94.7888, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1117, s2.loss_cls: 0.0365, s2.acc: 94.7411, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0523, loss: 1.0729 2022-06-16 03:16:06,415 - mmdet - INFO - Epoch [23][5250/7330] lr: 1.000e-04, eta: 13:52:51, time: 0.486, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1796, s0.acc: 93.7830, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2261, s1.loss_cls: 0.0844, s1.acc: 93.9610, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1128, s2.loss_cls: 0.0410, s2.acc: 94.0209, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0530, loss: 1.1556 2022-06-16 03:16:30,292 - mmdet - INFO - Epoch [23][5300/7330] lr: 1.000e-04, eta: 13:52:23, time: 0.478, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1577, s0.acc: 94.6157, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2190, s1.loss_cls: 0.0737, s1.acc: 94.8112, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1108, s2.loss_cls: 0.0365, s2.acc: 94.7448, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0525, loss: 1.0647 2022-06-16 03:16:54,109 - mmdet - INFO - Epoch [23][5350/7330] lr: 1.000e-04, eta: 13:51:55, time: 0.476, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1644, s0.acc: 94.3835, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2234, s1.loss_cls: 0.0765, s1.acc: 94.5894, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1125, s2.loss_cls: 0.0380, s2.acc: 94.4651, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0533, loss: 1.0870 2022-06-16 03:17:17,661 - mmdet - INFO - Epoch [23][5400/7330] lr: 1.000e-04, eta: 13:51:27, time: 0.471, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1621, s0.acc: 94.3867, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2227, s1.loss_cls: 0.0771, s1.acc: 94.6185, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1118, s2.loss_cls: 0.0379, s2.acc: 94.4211, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0524, loss: 1.0943 2022-06-16 03:17:41,094 - mmdet - INFO - Epoch [23][5450/7330] lr: 1.000e-04, eta: 13:50:59, time: 0.468, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1678, s0.acc: 94.2119, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2243, s1.loss_cls: 0.0790, s1.acc: 94.4632, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1125, s2.loss_cls: 0.0388, s2.acc: 94.3677, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0527, loss: 1.1092 2022-06-16 03:18:04,886 - mmdet - INFO - Epoch [23][5500/7330] lr: 1.000e-04, eta: 13:50:31, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1746, s0.acc: 93.9805, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2233, s1.loss_cls: 0.0831, s1.acc: 94.1120, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1112, s2.loss_cls: 0.0404, s2.acc: 94.1348, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0524, loss: 1.1236 2022-06-16 03:18:28,581 - mmdet - INFO - Epoch [23][5550/7330] lr: 1.000e-04, eta: 13:50:03, time: 0.476, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1739, s0.acc: 93.9722, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2275, s1.loss_cls: 0.0820, s1.acc: 94.1211, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1141, s2.loss_cls: 0.0405, s2.acc: 94.0068, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0538, loss: 1.1379 2022-06-16 03:18:52,544 - mmdet - INFO - Epoch [23][5600/7330] lr: 1.000e-04, eta: 13:49:36, time: 0.480, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1697, s0.acc: 94.0889, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2310, s1.loss_cls: 0.0799, s1.acc: 94.2373, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1159, s2.loss_cls: 0.0391, s2.acc: 94.1989, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0543, loss: 1.1301 2022-06-16 03:19:16,132 - mmdet - INFO - Epoch [23][5650/7330] lr: 1.000e-04, eta: 13:49:08, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1531, s0.acc: 94.6245, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2214, s1.loss_cls: 0.0714, s1.acc: 94.8760, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1119, s2.loss_cls: 0.0353, s2.acc: 94.7758, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0532, loss: 1.0564 2022-06-16 03:19:39,281 - mmdet - INFO - Epoch [23][5700/7330] lr: 1.000e-04, eta: 13:48:39, time: 0.463, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1637, s0.acc: 94.3179, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2169, s1.loss_cls: 0.0776, s1.acc: 94.5366, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1092, s2.loss_cls: 0.0378, s2.acc: 94.5169, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0512, loss: 1.0778 2022-06-16 03:20:02,689 - mmdet - INFO - Epoch [23][5750/7330] lr: 1.000e-04, eta: 13:48:11, time: 0.468, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1559, s0.acc: 94.6016, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2178, s1.loss_cls: 0.0734, s1.acc: 94.8023, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1105, s2.loss_cls: 0.0362, s2.acc: 94.6534, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0519, loss: 1.0535 2022-06-16 03:20:28,158 - mmdet - INFO - Epoch [23][5800/7330] lr: 1.000e-04, eta: 13:47:45, time: 0.509, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1624, s0.acc: 94.4414, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2268, s1.loss_cls: 0.0772, s1.acc: 94.5512, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1130, s2.loss_cls: 0.0377, s2.acc: 94.5682, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0532, loss: 1.0940 2022-06-16 03:20:51,078 - mmdet - INFO - Epoch [23][5850/7330] lr: 1.000e-04, eta: 13:47:17, time: 0.456, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1535, s0.acc: 94.6851, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2208, s1.loss_cls: 0.0726, s1.acc: 94.8931, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1106, s2.loss_cls: 0.0361, s2.acc: 94.7452, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0521, loss: 1.0534 2022-06-16 03:21:14,367 - mmdet - INFO - Epoch [23][5900/7330] lr: 1.000e-04, eta: 13:46:48, time: 0.468, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1618, s0.acc: 94.3904, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2213, s1.loss_cls: 0.0758, s1.acc: 94.6640, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1118, s2.loss_cls: 0.0370, s2.acc: 94.6913, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0529, loss: 1.0784 2022-06-16 03:21:37,408 - mmdet - INFO - Epoch [23][5950/7330] lr: 1.000e-04, eta: 13:46:20, time: 0.461, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1529, s0.acc: 94.6179, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2219, s1.loss_cls: 0.0714, s1.acc: 94.8788, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1116, s2.loss_cls: 0.0352, s2.acc: 94.8741, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.0654 2022-06-16 03:22:00,784 - mmdet - INFO - Epoch [23][6000/7330] lr: 1.000e-04, eta: 13:45:52, time: 0.468, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1607, s0.acc: 94.5022, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2251, s1.loss_cls: 0.0754, s1.acc: 94.6833, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1152, s2.loss_cls: 0.0373, s2.acc: 94.5100, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.0908 2022-06-16 03:22:24,845 - mmdet - INFO - Epoch [23][6050/7330] lr: 1.000e-04, eta: 13:45:24, time: 0.481, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1673, s0.acc: 94.3147, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2237, s1.loss_cls: 0.0772, s1.acc: 94.5508, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1128, s2.loss_cls: 0.0383, s2.acc: 94.4564, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0529, loss: 1.0874 2022-06-16 03:22:48,601 - mmdet - INFO - Epoch [23][6100/7330] lr: 1.000e-04, eta: 13:44:57, time: 0.475, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1669, s0.acc: 94.2339, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2322, s1.loss_cls: 0.0793, s1.acc: 94.4351, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1155, s2.loss_cls: 0.0387, s2.acc: 94.3419, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0545, loss: 1.1240 2022-06-16 03:23:12,287 - mmdet - INFO - Epoch [23][6150/7330] lr: 1.000e-04, eta: 13:44:29, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1650, s0.acc: 94.2332, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2304, s1.loss_cls: 0.0781, s1.acc: 94.3711, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1154, s2.loss_cls: 0.0383, s2.acc: 94.3589, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0544, loss: 1.1245 2022-06-16 03:23:35,638 - mmdet - INFO - Epoch [23][6200/7330] lr: 1.000e-04, eta: 13:44:01, time: 0.467, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1474, s0.acc: 94.7532, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2213, s1.loss_cls: 0.0697, s1.acc: 94.9059, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1114, s2.loss_cls: 0.0347, s2.acc: 94.8517, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0525, loss: 1.0368 2022-06-16 03:23:59,737 - mmdet - INFO - Epoch [23][6250/7330] lr: 1.000e-04, eta: 13:43:33, time: 0.479, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1512, s0.acc: 94.6602, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2248, s1.loss_cls: 0.0726, s1.acc: 94.7687, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1123, s2.loss_cls: 0.0355, s2.acc: 94.6698, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0526, loss: 1.0590 2022-06-16 03:24:23,513 - mmdet - INFO - Epoch [23][6300/7330] lr: 1.000e-04, eta: 13:43:05, time: 0.478, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1656, s0.acc: 94.2476, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2247, s1.loss_cls: 0.0773, s1.acc: 94.4889, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1121, s2.loss_cls: 0.0386, s2.acc: 94.3674, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.1066 2022-06-16 03:24:47,028 - mmdet - INFO - Epoch [23][6350/7330] lr: 1.000e-04, eta: 13:42:38, time: 0.470, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1609, s0.acc: 94.2991, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2228, s1.loss_cls: 0.0768, s1.acc: 94.4120, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1114, s2.loss_cls: 0.0378, s2.acc: 94.3597, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0524, loss: 1.0841 2022-06-16 03:25:10,770 - mmdet - INFO - Epoch [23][6400/7330] lr: 1.000e-04, eta: 13:42:10, time: 0.475, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1647, s0.acc: 94.3792, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2174, s1.loss_cls: 0.0777, s1.acc: 94.4061, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1097, s2.loss_cls: 0.0378, s2.acc: 94.4263, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0516, loss: 1.0828 2022-06-16 03:25:34,330 - mmdet - INFO - Epoch [23][6450/7330] lr: 1.000e-04, eta: 13:41:42, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1648, s0.acc: 94.2632, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2258, s1.loss_cls: 0.0772, s1.acc: 94.4965, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1126, s2.loss_cls: 0.0380, s2.acc: 94.4624, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0532, loss: 1.0977 2022-06-16 03:25:58,055 - mmdet - INFO - Epoch [23][6500/7330] lr: 1.000e-04, eta: 13:41:14, time: 0.477, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1634, s0.acc: 94.2810, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2285, s1.loss_cls: 0.0769, s1.acc: 94.4800, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1134, s2.loss_cls: 0.0374, s2.acc: 94.5821, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0535, loss: 1.1040 2022-06-16 03:26:21,492 - mmdet - INFO - Epoch [23][6550/7330] lr: 1.000e-04, eta: 13:40:46, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1678, s0.acc: 94.2036, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2276, s1.loss_cls: 0.0779, s1.acc: 94.4329, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1158, s2.loss_cls: 0.0379, s2.acc: 94.4456, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0550, loss: 1.1124 2022-06-16 03:26:44,667 - mmdet - INFO - Epoch [23][6600/7330] lr: 1.000e-04, eta: 13:40:18, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1685, s0.acc: 94.2134, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2302, s1.loss_cls: 0.0790, s1.acc: 94.4384, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1153, s2.loss_cls: 0.0388, s2.acc: 94.4014, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.1153 2022-06-16 03:27:07,554 - mmdet - INFO - Epoch [23][6650/7330] lr: 1.000e-04, eta: 13:39:49, time: 0.458, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1634, s0.acc: 94.3943, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2288, s1.loss_cls: 0.0772, s1.acc: 94.5572, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1144, s2.loss_cls: 0.0379, s2.acc: 94.4899, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0539, loss: 1.0941 2022-06-16 03:27:32,788 - mmdet - INFO - Epoch [23][6700/7330] lr: 1.000e-04, eta: 13:39:23, time: 0.505, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1589, s0.acc: 94.4399, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2275, s1.loss_cls: 0.0743, s1.acc: 94.6276, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1133, s2.loss_cls: 0.0359, s2.acc: 94.6215, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0531, loss: 1.0816 2022-06-16 03:27:56,346 - mmdet - INFO - Epoch [23][6750/7330] lr: 1.000e-04, eta: 13:38:55, time: 0.471, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1657, s0.acc: 94.2224, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2331, s1.loss_cls: 0.0783, s1.acc: 94.4460, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1164, s2.loss_cls: 0.0382, s2.acc: 94.5365, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0550, loss: 1.1349 2022-06-16 03:28:20,322 - mmdet - INFO - Epoch [23][6800/7330] lr: 1.000e-04, eta: 13:38:28, time: 0.479, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1557, s0.acc: 94.4761, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2299, s1.loss_cls: 0.0729, s1.acc: 94.7912, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1154, s2.loss_cls: 0.0356, s2.acc: 94.7536, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0542, loss: 1.0874 2022-06-16 03:28:43,523 - mmdet - INFO - Epoch [23][6850/7330] lr: 1.000e-04, eta: 13:37:59, time: 0.464, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1620, s0.acc: 94.4475, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2225, s1.loss_cls: 0.0762, s1.acc: 94.7248, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1115, s2.loss_cls: 0.0370, s2.acc: 94.7377, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0810 2022-06-16 03:29:06,558 - mmdet - INFO - Epoch [23][6900/7330] lr: 1.000e-04, eta: 13:37:31, time: 0.461, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1557, s0.acc: 94.6125, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2186, s1.loss_cls: 0.0727, s1.acc: 94.8031, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1097, s2.loss_cls: 0.0360, s2.acc: 94.7089, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0516, loss: 1.0579 2022-06-16 03:29:30,425 - mmdet - INFO - Epoch [23][6950/7330] lr: 1.000e-04, eta: 13:37:03, time: 0.475, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1577, s0.acc: 94.5845, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2242, s1.loss_cls: 0.0736, s1.acc: 94.7122, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1124, s2.loss_cls: 0.0366, s2.acc: 94.6772, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.0704 2022-06-16 03:29:54,010 - mmdet - INFO - Epoch [23][7000/7330] lr: 1.000e-04, eta: 13:36:36, time: 0.474, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1632, s0.acc: 94.3005, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2330, s1.loss_cls: 0.0773, s1.acc: 94.4850, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1178, s2.loss_cls: 0.0374, s2.acc: 94.4927, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0556, loss: 1.1129 2022-06-16 03:30:17,453 - mmdet - INFO - Epoch [23][7050/7330] lr: 1.000e-04, eta: 13:36:08, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1668, s0.acc: 94.0686, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2273, s1.loss_cls: 0.0775, s1.acc: 94.3695, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1144, s2.loss_cls: 0.0377, s2.acc: 94.3759, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1292 2022-06-16 03:30:40,442 - mmdet - INFO - Epoch [23][7100/7330] lr: 1.000e-04, eta: 13:35:39, time: 0.460, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1599, s0.acc: 94.6064, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2189, s1.loss_cls: 0.0752, s1.acc: 94.7512, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1110, s2.loss_cls: 0.0365, s2.acc: 94.7462, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0526, loss: 1.0503 2022-06-16 03:31:03,941 - mmdet - INFO - Epoch [23][7150/7330] lr: 1.000e-04, eta: 13:35:11, time: 0.470, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1635, s0.acc: 94.4421, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2295, s1.loss_cls: 0.0759, s1.acc: 94.6050, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1144, s2.loss_cls: 0.0370, s2.acc: 94.5163, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0534, loss: 1.0986 2022-06-16 03:31:27,470 - mmdet - INFO - Epoch [23][7200/7330] lr: 1.000e-04, eta: 13:34:43, time: 0.470, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1590, s0.acc: 94.3950, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2295, s1.loss_cls: 0.0747, s1.acc: 94.5846, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1156, s2.loss_cls: 0.0368, s2.acc: 94.5106, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0544, loss: 1.0982 2022-06-16 03:31:51,162 - mmdet - INFO - Epoch [23][7250/7330] lr: 1.000e-04, eta: 13:34:16, time: 0.474, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1675, s0.acc: 94.2676, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2301, s1.loss_cls: 0.0782, s1.acc: 94.4680, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1150, s2.loss_cls: 0.0380, s2.acc: 94.4537, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0541, loss: 1.1105 2022-06-16 03:32:14,433 - mmdet - INFO - Epoch [23][7300/7330] lr: 1.000e-04, eta: 13:33:47, time: 0.465, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1609, s0.acc: 94.4714, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2247, s1.loss_cls: 0.0758, s1.acc: 94.5979, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1128, s2.loss_cls: 0.0373, s2.acc: 94.5497, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0529, loss: 1.0827 2022-06-16 03:32:45,785 - mmdet - INFO - Saving checkpoint at 23 epochs 2022-06-16 03:35:22,712 - mmdet - INFO - Evaluating bbox... 2022-06-16 03:35:51,639 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.474 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.659 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.512 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.308 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.506 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.614 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.614 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.614 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.762 2022-06-16 03:35:51,640 - mmdet - INFO - Evaluating segm... 2022-06-16 03:36:21,966 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.405 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.630 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.437 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.218 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.438 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.345 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.689 2022-06-16 03:36:22,518 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 03:36:22,518 - mmdet - INFO - Epoch(val) [23][625] bbox_mAP: 0.4740, bbox_mAP_50: 0.6590, bbox_mAP_75: 0.5120, bbox_mAP_s: 0.3080, bbox_mAP_m: 0.5060, bbox_mAP_l: 0.6230, bbox_mAP_copypaste: 0.474 0.659 0.512 0.308 0.506 0.623, segm_mAP: 0.4050, segm_mAP_50: 0.6300, segm_mAP_75: 0.4370, segm_mAP_s: 0.2180, segm_mAP_m: 0.4380, segm_mAP_l: 0.5910, segm_mAP_copypaste: 0.405 0.630 0.437 0.218 0.438 0.591 2022-06-16 03:41:19,531 - mmdet - INFO - Epoch [24][50/7330] lr: 1.000e-04, eta: 13:37:43, time: 5.940, data_time: 5.476, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1628, s0.acc: 94.2849, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2285, s1.loss_cls: 0.0770, s1.acc: 94.5236, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1138, s2.loss_cls: 0.0378, s2.acc: 94.4011, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.1019 2022-06-16 03:41:43,338 - mmdet - INFO - Epoch [24][100/7330] lr: 1.000e-04, eta: 13:37:16, time: 0.476, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1601, s0.acc: 94.5056, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2218, s1.loss_cls: 0.0744, s1.acc: 94.7576, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1119, s2.loss_cls: 0.0368, s2.acc: 94.6801, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.0857 2022-06-16 03:42:06,785 - mmdet - INFO - Epoch [24][150/7330] lr: 1.000e-04, eta: 13:36:47, time: 0.469, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1643, s0.acc: 94.2727, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2224, s1.loss_cls: 0.0767, s1.acc: 94.5870, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1109, s2.loss_cls: 0.0372, s2.acc: 94.5939, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0523, loss: 1.0928 2022-06-16 03:42:30,423 - mmdet - INFO - Epoch [24][200/7330] lr: 1.000e-04, eta: 13:36:19, time: 0.473, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1508, s0.acc: 94.7205, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2143, s1.loss_cls: 0.0707, s1.acc: 94.9038, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1089, s2.loss_cls: 0.0348, s2.acc: 94.8044, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0517, loss: 1.0328 2022-06-16 03:42:54,279 - mmdet - INFO - Epoch [24][250/7330] lr: 1.000e-04, eta: 13:35:52, time: 0.477, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1581, s0.acc: 94.5806, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2234, s1.loss_cls: 0.0739, s1.acc: 94.7805, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1133, s2.loss_cls: 0.0357, s2.acc: 94.7740, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0538, loss: 1.0701 2022-06-16 03:43:17,986 - mmdet - INFO - Epoch [24][300/7330] lr: 1.000e-04, eta: 13:35:24, time: 0.474, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1585, s0.acc: 94.5278, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2229, s1.loss_cls: 0.0734, s1.acc: 94.8027, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1132, s2.loss_cls: 0.0362, s2.acc: 94.7246, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.0769 2022-06-16 03:43:41,018 - mmdet - INFO - Epoch [24][350/7330] lr: 1.000e-04, eta: 13:34:55, time: 0.461, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1543, s0.acc: 94.5908, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2232, s1.loss_cls: 0.0707, s1.acc: 94.8916, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1134, s2.loss_cls: 0.0355, s2.acc: 94.7767, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0534, loss: 1.0783 2022-06-16 03:44:04,493 - mmdet - INFO - Epoch [24][400/7330] lr: 1.000e-04, eta: 13:34:27, time: 0.469, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1616, s0.acc: 94.4204, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2225, s1.loss_cls: 0.0752, s1.acc: 94.6807, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1131, s2.loss_cls: 0.0367, s2.acc: 94.6265, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.0929 2022-06-16 03:44:27,924 - mmdet - INFO - Epoch [24][450/7330] lr: 1.000e-04, eta: 13:33:58, time: 0.469, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1574, s0.acc: 94.4285, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2288, s1.loss_cls: 0.0737, s1.acc: 94.6912, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1149, s2.loss_cls: 0.0369, s2.acc: 94.5619, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0545, loss: 1.0959 2022-06-16 03:44:50,816 - mmdet - INFO - Epoch [24][500/7330] lr: 1.000e-04, eta: 13:33:30, time: 0.458, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1386, s0.acc: 95.0713, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2217, s1.loss_cls: 0.0647, s1.acc: 95.3217, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1135, s2.loss_cls: 0.0324, s2.acc: 95.1248, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0538, loss: 1.0140 2022-06-16 03:45:14,351 - mmdet - INFO - Epoch [24][550/7330] lr: 1.000e-04, eta: 13:33:02, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1585, s0.acc: 94.5081, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2197, s1.loss_cls: 0.0735, s1.acc: 94.7241, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1113, s2.loss_cls: 0.0358, s2.acc: 94.7655, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0527, loss: 1.0787 2022-06-16 03:45:38,341 - mmdet - INFO - Epoch [24][600/7330] lr: 1.000e-04, eta: 13:32:34, time: 0.480, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1491, s0.acc: 94.7327, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2259, s1.loss_cls: 0.0693, s1.acc: 95.0184, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1133, s2.loss_cls: 0.0341, s2.acc: 94.9149, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.0625 2022-06-16 03:46:02,060 - mmdet - INFO - Epoch [24][650/7330] lr: 1.000e-04, eta: 13:32:06, time: 0.474, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1678, s0.acc: 94.1001, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2251, s1.loss_cls: 0.0792, s1.acc: 94.2513, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1142, s2.loss_cls: 0.0389, s2.acc: 94.2664, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0543, loss: 1.1207 2022-06-16 03:46:25,183 - mmdet - INFO - Epoch [24][700/7330] lr: 1.000e-04, eta: 13:31:37, time: 0.462, data_time: 0.024, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1612, s0.acc: 94.3030, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2224, s1.loss_cls: 0.0752, s1.acc: 94.5381, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1117, s2.loss_cls: 0.0374, s2.acc: 94.4321, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.0927 2022-06-16 03:46:48,320 - mmdet - INFO - Epoch [24][750/7330] lr: 1.000e-04, eta: 13:31:09, time: 0.460, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1579, s0.acc: 94.5444, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2240, s1.loss_cls: 0.0748, s1.acc: 94.7357, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1132, s2.loss_cls: 0.0368, s2.acc: 94.6317, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0535, loss: 1.0813 2022-06-16 03:47:11,394 - mmdet - INFO - Epoch [24][800/7330] lr: 1.000e-04, eta: 13:30:40, time: 0.464, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1593, s0.acc: 94.4255, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2287, s1.loss_cls: 0.0738, s1.acc: 94.7265, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1137, s2.loss_cls: 0.0362, s2.acc: 94.6448, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.0974 2022-06-16 03:47:34,743 - mmdet - INFO - Epoch [24][850/7330] lr: 1.000e-04, eta: 13:30:12, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1548, s0.acc: 94.5833, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2262, s1.loss_cls: 0.0717, s1.acc: 94.8947, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1145, s2.loss_cls: 0.0354, s2.acc: 94.7848, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0541, loss: 1.0686 2022-06-16 03:47:58,238 - mmdet - INFO - Epoch [24][900/7330] lr: 1.000e-04, eta: 13:29:44, time: 0.470, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1551, s0.acc: 94.4744, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2221, s1.loss_cls: 0.0715, s1.acc: 94.7834, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1111, s2.loss_cls: 0.0355, s2.acc: 94.6558, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.0783 2022-06-16 03:48:21,613 - mmdet - INFO - Epoch [24][950/7330] lr: 1.000e-04, eta: 13:29:16, time: 0.468, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1602, s0.acc: 94.3657, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2187, s1.loss_cls: 0.0758, s1.acc: 94.4758, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1100, s2.loss_cls: 0.0376, s2.acc: 94.3596, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0735 2022-06-16 03:48:44,962 - mmdet - INFO - Epoch [24][1000/7330] lr: 1.000e-04, eta: 13:28:47, time: 0.467, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1631, s0.acc: 94.3716, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2232, s1.loss_cls: 0.0759, s1.acc: 94.6154, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1131, s2.loss_cls: 0.0375, s2.acc: 94.4859, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0532, loss: 1.0922 2022-06-16 03:49:08,847 - mmdet - INFO - Epoch [24][1050/7330] lr: 1.000e-04, eta: 13:28:20, time: 0.478, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1596, s0.acc: 94.4062, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2252, s1.loss_cls: 0.0750, s1.acc: 94.6239, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1127, s2.loss_cls: 0.0370, s2.acc: 94.5217, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.0974 2022-06-16 03:49:32,298 - mmdet - INFO - Epoch [24][1100/7330] lr: 1.000e-04, eta: 13:27:52, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1609, s0.acc: 94.3704, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2251, s1.loss_cls: 0.0749, s1.acc: 94.6193, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1131, s2.loss_cls: 0.0364, s2.acc: 94.6495, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.0975 2022-06-16 03:49:55,541 - mmdet - INFO - Epoch [24][1150/7330] lr: 1.000e-04, eta: 13:27:23, time: 0.465, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1570, s0.acc: 94.3955, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2251, s1.loss_cls: 0.0731, s1.acc: 94.7356, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1135, s2.loss_cls: 0.0361, s2.acc: 94.6479, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.0916 2022-06-16 03:50:19,086 - mmdet - INFO - Epoch [24][1200/7330] lr: 1.000e-04, eta: 13:26:55, time: 0.471, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1582, s0.acc: 94.5005, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2220, s1.loss_cls: 0.0741, s1.acc: 94.6739, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1128, s2.loss_cls: 0.0364, s2.acc: 94.6952, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0534, loss: 1.0728 2022-06-16 03:50:43,159 - mmdet - INFO - Epoch [24][1250/7330] lr: 1.000e-04, eta: 13:26:28, time: 0.481, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1641, s0.acc: 94.3276, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2191, s1.loss_cls: 0.0759, s1.acc: 94.5957, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1117, s2.loss_cls: 0.0376, s2.acc: 94.4409, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0528, loss: 1.0996 2022-06-16 03:51:06,251 - mmdet - INFO - Epoch [24][1300/7330] lr: 1.000e-04, eta: 13:25:59, time: 0.462, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1533, s0.acc: 94.5437, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2254, s1.loss_cls: 0.0725, s1.acc: 94.7385, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1128, s2.loss_cls: 0.0355, s2.acc: 94.5864, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.0762 2022-06-16 03:51:29,546 - mmdet - INFO - Epoch [24][1350/7330] lr: 1.000e-04, eta: 13:25:31, time: 0.466, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1611, s0.acc: 94.2896, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2198, s1.loss_cls: 0.0760, s1.acc: 94.4565, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1109, s2.loss_cls: 0.0373, s2.acc: 94.3743, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0527, loss: 1.0816 2022-06-16 03:51:52,450 - mmdet - INFO - Epoch [24][1400/7330] lr: 1.000e-04, eta: 13:25:02, time: 0.458, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1520, s0.acc: 94.6982, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2194, s1.loss_cls: 0.0715, s1.acc: 94.9475, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1101, s2.loss_cls: 0.0351, s2.acc: 94.7888, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0518, loss: 1.0478 2022-06-16 03:52:15,740 - mmdet - INFO - Epoch [24][1450/7330] lr: 1.000e-04, eta: 13:24:34, time: 0.466, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1564, s0.acc: 94.5051, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2233, s1.loss_cls: 0.0731, s1.acc: 94.7428, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1130, s2.loss_cls: 0.0360, s2.acc: 94.7092, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0534, loss: 1.0751 2022-06-16 03:52:39,494 - mmdet - INFO - Epoch [24][1500/7330] lr: 1.000e-04, eta: 13:24:06, time: 0.475, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1619, s0.acc: 94.3608, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2213, s1.loss_cls: 0.0756, s1.acc: 94.6710, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1122, s2.loss_cls: 0.0371, s2.acc: 94.4930, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0823 2022-06-16 03:53:02,790 - mmdet - INFO - Epoch [24][1550/7330] lr: 1.000e-04, eta: 13:23:38, time: 0.466, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1550, s0.acc: 94.6116, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2262, s1.loss_cls: 0.0722, s1.acc: 94.8615, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1133, s2.loss_cls: 0.0358, s2.acc: 94.6996, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0536, loss: 1.0824 2022-06-16 03:53:26,077 - mmdet - INFO - Epoch [24][1600/7330] lr: 1.000e-04, eta: 13:23:10, time: 0.466, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1615, s0.acc: 94.2810, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2205, s1.loss_cls: 0.0763, s1.acc: 94.4721, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1112, s2.loss_cls: 0.0377, s2.acc: 94.3836, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.0946 2022-06-16 03:53:48,875 - mmdet - INFO - Epoch [24][1650/7330] lr: 1.000e-04, eta: 13:22:41, time: 0.456, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1543, s0.acc: 94.5486, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2249, s1.loss_cls: 0.0736, s1.acc: 94.6982, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1134, s2.loss_cls: 0.0361, s2.acc: 94.6096, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.0759 2022-06-16 03:54:12,855 - mmdet - INFO - Epoch [24][1700/7330] lr: 1.000e-04, eta: 13:22:13, time: 0.479, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1633, s0.acc: 94.2341, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2244, s1.loss_cls: 0.0764, s1.acc: 94.5059, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1127, s2.loss_cls: 0.0374, s2.acc: 94.4257, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1104 2022-06-16 03:54:36,183 - mmdet - INFO - Epoch [24][1750/7330] lr: 1.000e-04, eta: 13:21:45, time: 0.467, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1586, s0.acc: 94.4758, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2225, s1.loss_cls: 0.0741, s1.acc: 94.7225, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1118, s2.loss_cls: 0.0358, s2.acc: 94.7564, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.0763 2022-06-16 03:55:00,035 - mmdet - INFO - Epoch [24][1800/7330] lr: 1.000e-04, eta: 13:21:18, time: 0.477, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1603, s0.acc: 94.3203, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2245, s1.loss_cls: 0.0739, s1.acc: 94.6197, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1137, s2.loss_cls: 0.0365, s2.acc: 94.5499, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0537, loss: 1.1031 2022-06-16 03:55:23,567 - mmdet - INFO - Epoch [24][1850/7330] lr: 1.000e-04, eta: 13:20:50, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1610, s0.acc: 94.4170, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2236, s1.loss_cls: 0.0754, s1.acc: 94.6188, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1135, s2.loss_cls: 0.0369, s2.acc: 94.4704, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0541, loss: 1.0914 2022-06-16 03:55:46,621 - mmdet - INFO - Epoch [24][1900/7330] lr: 1.000e-04, eta: 13:20:21, time: 0.461, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1552, s0.acc: 94.5986, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2172, s1.loss_cls: 0.0719, s1.acc: 94.8529, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1097, s2.loss_cls: 0.0357, s2.acc: 94.7152, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0526 2022-06-16 03:56:10,227 - mmdet - INFO - Epoch [24][1950/7330] lr: 1.000e-04, eta: 13:19:53, time: 0.472, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1611, s0.acc: 94.3938, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2310, s1.loss_cls: 0.0752, s1.acc: 94.6421, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1152, s2.loss_cls: 0.0371, s2.acc: 94.6024, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1025 2022-06-16 03:56:33,879 - mmdet - INFO - Epoch [24][2000/7330] lr: 1.000e-04, eta: 13:19:25, time: 0.473, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1595, s0.acc: 94.4375, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2275, s1.loss_cls: 0.0750, s1.acc: 94.5848, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1149, s2.loss_cls: 0.0367, s2.acc: 94.4904, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.0952 2022-06-16 03:56:57,609 - mmdet - INFO - Epoch [24][2050/7330] lr: 1.000e-04, eta: 13:18:58, time: 0.475, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1547, s0.acc: 94.5259, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2262, s1.loss_cls: 0.0714, s1.acc: 94.8113, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1125, s2.loss_cls: 0.0345, s2.acc: 94.8994, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.0803 2022-06-16 03:57:21,496 - mmdet - INFO - Epoch [24][2100/7330] lr: 1.000e-04, eta: 13:18:30, time: 0.478, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1563, s0.acc: 94.5791, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2210, s1.loss_cls: 0.0740, s1.acc: 94.7394, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1115, s2.loss_cls: 0.0360, s2.acc: 94.7122, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0527, loss: 1.0633 2022-06-16 03:57:45,680 - mmdet - INFO - Epoch [24][2150/7330] lr: 1.000e-04, eta: 13:18:03, time: 0.484, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1700, s0.acc: 94.1687, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2231, s1.loss_cls: 0.0795, s1.acc: 94.3384, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1125, s2.loss_cls: 0.0388, s2.acc: 94.3602, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0528, loss: 1.1036 2022-06-16 03:58:09,667 - mmdet - INFO - Epoch [24][2200/7330] lr: 1.000e-04, eta: 13:17:35, time: 0.480, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1577, s0.acc: 94.4878, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2205, s1.loss_cls: 0.0724, s1.acc: 94.7862, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1107, s2.loss_cls: 0.0360, s2.acc: 94.6833, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0526, loss: 1.0715 2022-06-16 03:58:33,403 - mmdet - INFO - Epoch [24][2250/7330] lr: 1.000e-04, eta: 13:17:08, time: 0.474, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1546, s0.acc: 94.6274, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2189, s1.loss_cls: 0.0723, s1.acc: 94.8230, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1102, s2.loss_cls: 0.0359, s2.acc: 94.7360, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0523, loss: 1.0514 2022-06-16 03:58:57,426 - mmdet - INFO - Epoch [24][2300/7330] lr: 1.000e-04, eta: 13:16:40, time: 0.481, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1682, s0.acc: 94.2664, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2253, s1.loss_cls: 0.0783, s1.acc: 94.5038, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1121, s2.loss_cls: 0.0384, s2.acc: 94.4983, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.1123 2022-06-16 03:59:20,386 - mmdet - INFO - Epoch [24][2350/7330] lr: 1.000e-04, eta: 13:16:12, time: 0.459, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1654, s0.acc: 94.2646, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2251, s1.loss_cls: 0.0777, s1.acc: 94.4564, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1132, s2.loss_cls: 0.0379, s2.acc: 94.4835, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.1063 2022-06-16 03:59:43,858 - mmdet - INFO - Epoch [24][2400/7330] lr: 1.000e-04, eta: 13:15:44, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1556, s0.acc: 94.5835, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2219, s1.loss_cls: 0.0723, s1.acc: 94.7271, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1126, s2.loss_cls: 0.0357, s2.acc: 94.7220, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0532, loss: 1.0743 2022-06-16 04:00:07,608 - mmdet - INFO - Epoch [24][2450/7330] lr: 1.000e-04, eta: 13:15:16, time: 0.473, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1623, s0.acc: 94.3821, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2245, s1.loss_cls: 0.0767, s1.acc: 94.5461, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1133, s2.loss_cls: 0.0377, s2.acc: 94.4658, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0532, loss: 1.0874 2022-06-16 04:00:31,185 - mmdet - INFO - Epoch [24][2500/7330] lr: 1.000e-04, eta: 13:14:48, time: 0.473, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1576, s0.acc: 94.5122, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2283, s1.loss_cls: 0.0731, s1.acc: 94.8083, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1148, s2.loss_cls: 0.0362, s2.acc: 94.6326, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.0868 2022-06-16 04:00:54,268 - mmdet - INFO - Epoch [24][2550/7330] lr: 1.000e-04, eta: 13:14:20, time: 0.462, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1537, s0.acc: 94.6812, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2197, s1.loss_cls: 0.0720, s1.acc: 94.8960, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1105, s2.loss_cls: 0.0356, s2.acc: 94.7687, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0524, loss: 1.0541 2022-06-16 04:01:18,047 - mmdet - INFO - Epoch [24][2600/7330] lr: 1.000e-04, eta: 13:13:52, time: 0.475, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1688, s0.acc: 94.1809, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2310, s1.loss_cls: 0.0786, s1.acc: 94.4223, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1153, s2.loss_cls: 0.0387, s2.acc: 94.4871, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1278 2022-06-16 04:01:41,607 - mmdet - INFO - Epoch [24][2650/7330] lr: 1.000e-04, eta: 13:13:24, time: 0.471, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1553, s0.acc: 94.5664, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2235, s1.loss_cls: 0.0734, s1.acc: 94.6781, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1119, s2.loss_cls: 0.0359, s2.acc: 94.6320, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0529, loss: 1.0700 2022-06-16 04:02:05,062 - mmdet - INFO - Epoch [24][2700/7330] lr: 1.000e-04, eta: 13:12:56, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1601, s0.acc: 94.3076, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2239, s1.loss_cls: 0.0754, s1.acc: 94.4949, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1125, s2.loss_cls: 0.0372, s2.acc: 94.4718, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0532, loss: 1.0976 2022-06-16 04:02:29,016 - mmdet - INFO - Epoch [24][2750/7330] lr: 1.000e-04, eta: 13:12:29, time: 0.480, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1595, s0.acc: 94.4255, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2280, s1.loss_cls: 0.0751, s1.acc: 94.5454, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1143, s2.loss_cls: 0.0371, s2.acc: 94.4678, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1005 2022-06-16 04:02:52,752 - mmdet - INFO - Epoch [24][2800/7330] lr: 1.000e-04, eta: 13:12:01, time: 0.475, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1584, s0.acc: 94.5056, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2265, s1.loss_cls: 0.0749, s1.acc: 94.6378, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1140, s2.loss_cls: 0.0374, s2.acc: 94.5227, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.0917 2022-06-16 04:03:16,576 - mmdet - INFO - Epoch [24][2850/7330] lr: 1.000e-04, eta: 13:11:33, time: 0.476, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1658, s0.acc: 94.2563, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2267, s1.loss_cls: 0.0769, s1.acc: 94.4822, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1140, s2.loss_cls: 0.0376, s2.acc: 94.4468, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0537, loss: 1.1083 2022-06-16 04:03:40,180 - mmdet - INFO - Epoch [24][2900/7330] lr: 1.000e-04, eta: 13:11:06, time: 0.472, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1602, s0.acc: 94.3765, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2172, s1.loss_cls: 0.0753, s1.acc: 94.5773, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1100, s2.loss_cls: 0.0369, s2.acc: 94.4987, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0523, loss: 1.0729 2022-06-16 04:04:03,621 - mmdet - INFO - Epoch [24][2950/7330] lr: 1.000e-04, eta: 13:10:38, time: 0.469, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1595, s0.acc: 94.5085, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2284, s1.loss_cls: 0.0742, s1.acc: 94.7559, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1143, s2.loss_cls: 0.0360, s2.acc: 94.7487, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0534, loss: 1.0870 2022-06-16 04:04:26,707 - mmdet - INFO - Epoch [24][3000/7330] lr: 1.000e-04, eta: 13:10:09, time: 0.462, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1534, s0.acc: 94.6743, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2262, s1.loss_cls: 0.0726, s1.acc: 94.8494, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1141, s2.loss_cls: 0.0359, s2.acc: 94.7505, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0536, loss: 1.0589 2022-06-16 04:04:49,978 - mmdet - INFO - Epoch [24][3050/7330] lr: 1.000e-04, eta: 13:09:41, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1603, s0.acc: 94.5374, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2259, s1.loss_cls: 0.0749, s1.acc: 94.6738, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1132, s2.loss_cls: 0.0363, s2.acc: 94.6772, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0531, loss: 1.0799 2022-06-16 04:05:13,433 - mmdet - INFO - Epoch [24][3100/7330] lr: 1.000e-04, eta: 13:09:13, time: 0.469, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1598, s0.acc: 94.5142, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2238, s1.loss_cls: 0.0743, s1.acc: 94.7437, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1120, s2.loss_cls: 0.0366, s2.acc: 94.7230, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0530, loss: 1.0741 2022-06-16 04:05:36,342 - mmdet - INFO - Epoch [24][3150/7330] lr: 1.000e-04, eta: 13:08:45, time: 0.458, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1533, s0.acc: 94.6091, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2175, s1.loss_cls: 0.0722, s1.acc: 94.7666, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1095, s2.loss_cls: 0.0352, s2.acc: 94.7881, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0516, loss: 1.0422 2022-06-16 04:05:59,921 - mmdet - INFO - Epoch [24][3200/7330] lr: 1.000e-04, eta: 13:08:17, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1642, s0.acc: 94.2656, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2325, s1.loss_cls: 0.0767, s1.acc: 94.5473, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1153, s2.loss_cls: 0.0378, s2.acc: 94.5542, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0541, loss: 1.1068 2022-06-16 04:06:23,292 - mmdet - INFO - Epoch [24][3250/7330] lr: 1.000e-04, eta: 13:07:49, time: 0.468, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1582, s0.acc: 94.4749, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2189, s1.loss_cls: 0.0744, s1.acc: 94.6241, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1105, s2.loss_cls: 0.0363, s2.acc: 94.6305, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0696 2022-06-16 04:06:46,602 - mmdet - INFO - Epoch [24][3300/7330] lr: 1.000e-04, eta: 13:07:21, time: 0.466, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1551, s0.acc: 94.5090, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2193, s1.loss_cls: 0.0726, s1.acc: 94.7154, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1113, s2.loss_cls: 0.0360, s2.acc: 94.5400, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0665 2022-06-16 04:07:09,565 - mmdet - INFO - Epoch [24][3350/7330] lr: 1.000e-04, eta: 13:06:52, time: 0.457, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1585, s0.acc: 94.4656, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2234, s1.loss_cls: 0.0754, s1.acc: 94.5993, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1116, s2.loss_cls: 0.0365, s2.acc: 94.6179, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0528, loss: 1.0797 2022-06-16 04:07:32,697 - mmdet - INFO - Epoch [24][3400/7330] lr: 1.000e-04, eta: 13:06:24, time: 0.465, data_time: 0.023, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1685, s0.acc: 94.1211, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2300, s1.loss_cls: 0.0779, s1.acc: 94.3952, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1145, s2.loss_cls: 0.0378, s2.acc: 94.4193, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1202 2022-06-16 04:07:56,100 - mmdet - INFO - Epoch [24][3450/7330] lr: 1.000e-04, eta: 13:05:56, time: 0.468, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1628, s0.acc: 94.3979, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2268, s1.loss_cls: 0.0760, s1.acc: 94.6132, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1139, s2.loss_cls: 0.0369, s2.acc: 94.5659, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0536, loss: 1.0857 2022-06-16 04:08:19,658 - mmdet - INFO - Epoch [24][3500/7330] lr: 1.000e-04, eta: 13:05:28, time: 0.471, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1607, s0.acc: 94.3994, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2232, s1.loss_cls: 0.0751, s1.acc: 94.6151, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1118, s2.loss_cls: 0.0364, s2.acc: 94.5624, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0528, loss: 1.0845 2022-06-16 04:08:42,829 - mmdet - INFO - Epoch [24][3550/7330] lr: 1.000e-04, eta: 13:05:00, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1639, s0.acc: 94.3899, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2224, s1.loss_cls: 0.0766, s1.acc: 94.6322, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1119, s2.loss_cls: 0.0374, s2.acc: 94.5793, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.0879 2022-06-16 04:09:06,032 - mmdet - INFO - Epoch [24][3600/7330] lr: 1.000e-04, eta: 13:04:32, time: 0.464, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1574, s0.acc: 94.5146, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2218, s1.loss_cls: 0.0736, s1.acc: 94.7267, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1106, s2.loss_cls: 0.0363, s2.acc: 94.6392, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0520, loss: 1.0757 2022-06-16 04:09:29,252 - mmdet - INFO - Epoch [24][3650/7330] lr: 1.000e-04, eta: 13:04:04, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1612, s0.acc: 94.2886, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2224, s1.loss_cls: 0.0755, s1.acc: 94.5140, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1112, s2.loss_cls: 0.0373, s2.acc: 94.5196, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0523, loss: 1.0902 2022-06-16 04:09:52,447 - mmdet - INFO - Epoch [24][3700/7330] lr: 1.000e-04, eta: 13:03:36, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1660, s0.acc: 94.2898, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2265, s1.loss_cls: 0.0778, s1.acc: 94.5239, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1126, s2.loss_cls: 0.0379, s2.acc: 94.4783, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0529, loss: 1.1031 2022-06-16 04:10:15,587 - mmdet - INFO - Epoch [24][3750/7330] lr: 1.000e-04, eta: 13:03:08, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1571, s0.acc: 94.5576, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2195, s1.loss_cls: 0.0733, s1.acc: 94.8244, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1098, s2.loss_cls: 0.0357, s2.acc: 94.8067, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0516, loss: 1.0683 2022-06-16 04:10:38,680 - mmdet - INFO - Epoch [24][3800/7330] lr: 1.000e-04, eta: 13:02:39, time: 0.462, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1658, s0.acc: 94.2383, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2217, s1.loss_cls: 0.0781, s1.acc: 94.4488, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1119, s2.loss_cls: 0.0385, s2.acc: 94.3395, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.1036 2022-06-16 04:11:02,382 - mmdet - INFO - Epoch [24][3850/7330] lr: 1.000e-04, eta: 13:02:12, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1553, s0.acc: 94.4380, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2274, s1.loss_cls: 0.0731, s1.acc: 94.6428, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1149, s2.loss_cls: 0.0368, s2.acc: 94.4375, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.0933 2022-06-16 04:11:25,966 - mmdet - INFO - Epoch [24][3900/7330] lr: 1.000e-04, eta: 13:01:44, time: 0.472, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1553, s0.acc: 94.5696, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2269, s1.loss_cls: 0.0720, s1.acc: 94.9144, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1143, s2.loss_cls: 0.0355, s2.acc: 94.7200, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0541, loss: 1.0786 2022-06-16 04:11:49,331 - mmdet - INFO - Epoch [24][3950/7330] lr: 1.000e-04, eta: 13:01:16, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1686, s0.acc: 94.2263, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2229, s1.loss_cls: 0.0796, s1.acc: 94.4335, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1117, s2.loss_cls: 0.0388, s2.acc: 94.4611, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0526, loss: 1.1129 2022-06-16 04:12:12,752 - mmdet - INFO - Epoch [24][4000/7330] lr: 1.000e-04, eta: 13:00:48, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1580, s0.acc: 94.6309, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2225, s1.loss_cls: 0.0736, s1.acc: 94.8645, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1128, s2.loss_cls: 0.0359, s2.acc: 94.7869, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.0734 2022-06-16 04:12:36,568 - mmdet - INFO - Epoch [24][4050/7330] lr: 1.000e-04, eta: 13:00:21, time: 0.476, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1627, s0.acc: 94.2810, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2301, s1.loss_cls: 0.0769, s1.acc: 94.5028, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1165, s2.loss_cls: 0.0378, s2.acc: 94.4800, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0552, loss: 1.1084 2022-06-16 04:13:00,568 - mmdet - INFO - Epoch [24][4100/7330] lr: 1.000e-04, eta: 12:59:53, time: 0.480, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1587, s0.acc: 94.4648, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2253, s1.loss_cls: 0.0757, s1.acc: 94.6001, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1140, s2.loss_cls: 0.0372, s2.acc: 94.6029, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0541, loss: 1.0830 2022-06-16 04:13:24,102 - mmdet - INFO - Epoch [24][4150/7330] lr: 1.000e-04, eta: 12:59:26, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1645, s0.acc: 94.1672, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2293, s1.loss_cls: 0.0770, s1.acc: 94.4491, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1147, s2.loss_cls: 0.0381, s2.acc: 94.2612, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1122 2022-06-16 04:13:47,941 - mmdet - INFO - Epoch [24][4200/7330] lr: 1.000e-04, eta: 12:58:58, time: 0.477, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1658, s0.acc: 94.2329, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2289, s1.loss_cls: 0.0782, s1.acc: 94.4690, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1143, s2.loss_cls: 0.0384, s2.acc: 94.4082, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0537, loss: 1.1163 2022-06-16 04:14:12,300 - mmdet - INFO - Epoch [24][4250/7330] lr: 1.000e-04, eta: 12:58:31, time: 0.487, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1613, s0.acc: 94.4214, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2230, s1.loss_cls: 0.0757, s1.acc: 94.6719, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1122, s2.loss_cls: 0.0371, s2.acc: 94.6869, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0528, loss: 1.0845 2022-06-16 04:14:35,985 - mmdet - INFO - Epoch [24][4300/7330] lr: 1.000e-04, eta: 12:58:04, time: 0.474, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1488, s0.acc: 94.8167, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2179, s1.loss_cls: 0.0685, s1.acc: 95.0610, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1103, s2.loss_cls: 0.0333, s2.acc: 95.1527, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0524, loss: 1.0347 2022-06-16 04:14:59,229 - mmdet - INFO - Epoch [24][4350/7330] lr: 1.000e-04, eta: 12:57:36, time: 0.465, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1578, s0.acc: 94.6125, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2207, s1.loss_cls: 0.0753, s1.acc: 94.7833, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1107, s2.loss_cls: 0.0373, s2.acc: 94.6801, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0519, loss: 1.0604 2022-06-16 04:15:22,614 - mmdet - INFO - Epoch [24][4400/7330] lr: 1.000e-04, eta: 12:57:08, time: 0.468, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1540, s0.acc: 94.7346, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2180, s1.loss_cls: 0.0721, s1.acc: 94.8844, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1110, s2.loss_cls: 0.0355, s2.acc: 94.8272, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0526, loss: 1.0521 2022-06-16 04:15:45,878 - mmdet - INFO - Epoch [24][4450/7330] lr: 1.000e-04, eta: 12:56:40, time: 0.465, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1673, s0.acc: 94.2651, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2243, s1.loss_cls: 0.0791, s1.acc: 94.3871, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1125, s2.loss_cls: 0.0387, s2.acc: 94.3583, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0537, loss: 1.1044 2022-06-16 04:16:09,316 - mmdet - INFO - Epoch [24][4500/7330] lr: 1.000e-04, eta: 12:56:12, time: 0.469, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1622, s0.acc: 94.3101, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2297, s1.loss_cls: 0.0769, s1.acc: 94.5246, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1148, s2.loss_cls: 0.0371, s2.acc: 94.5245, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.1103 2022-06-16 04:16:32,312 - mmdet - INFO - Epoch [24][4550/7330] lr: 1.000e-04, eta: 12:55:44, time: 0.460, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1526, s0.acc: 94.7251, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2183, s1.loss_cls: 0.0708, s1.acc: 94.9275, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1105, s2.loss_cls: 0.0354, s2.acc: 94.7914, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0522, loss: 1.0485 2022-06-16 04:16:55,397 - mmdet - INFO - Epoch [24][4600/7330] lr: 1.000e-04, eta: 12:55:16, time: 0.462, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1532, s0.acc: 94.6218, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2229, s1.loss_cls: 0.0713, s1.acc: 94.8780, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1113, s2.loss_cls: 0.0353, s2.acc: 94.7174, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0523, loss: 1.0602 2022-06-16 04:17:18,226 - mmdet - INFO - Epoch [24][4650/7330] lr: 1.000e-04, eta: 12:54:47, time: 0.457, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1580, s0.acc: 94.6008, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2208, s1.loss_cls: 0.0744, s1.acc: 94.8181, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1102, s2.loss_cls: 0.0362, s2.acc: 94.7590, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0522, loss: 1.0616 2022-06-16 04:17:41,471 - mmdet - INFO - Epoch [24][4700/7330] lr: 1.000e-04, eta: 12:54:19, time: 0.465, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1650, s0.acc: 94.3020, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2247, s1.loss_cls: 0.0769, s1.acc: 94.5293, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1125, s2.loss_cls: 0.0376, s2.acc: 94.4555, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.1120 2022-06-16 04:18:04,504 - mmdet - INFO - Epoch [24][4750/7330] lr: 1.000e-04, eta: 12:53:51, time: 0.461, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1611, s0.acc: 94.3767, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2259, s1.loss_cls: 0.0752, s1.acc: 94.5830, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1128, s2.loss_cls: 0.0368, s2.acc: 94.4949, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0533, loss: 1.0949 2022-06-16 04:18:27,883 - mmdet - INFO - Epoch [24][4800/7330] lr: 1.000e-04, eta: 12:53:23, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1587, s0.acc: 94.5581, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2189, s1.loss_cls: 0.0748, s1.acc: 94.7245, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1104, s2.loss_cls: 0.0369, s2.acc: 94.6157, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0650 2022-06-16 04:18:51,436 - mmdet - INFO - Epoch [24][4850/7330] lr: 1.000e-04, eta: 12:52:55, time: 0.468, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1603, s0.acc: 94.4434, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2211, s1.loss_cls: 0.0766, s1.acc: 94.5544, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1109, s2.loss_cls: 0.0376, s2.acc: 94.4816, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0522, loss: 1.0747 2022-06-16 04:19:14,979 - mmdet - INFO - Epoch [24][4900/7330] lr: 1.000e-04, eta: 12:52:28, time: 0.474, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1635, s0.acc: 94.3330, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2298, s1.loss_cls: 0.0770, s1.acc: 94.5243, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1147, s2.loss_cls: 0.0376, s2.acc: 94.5223, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0543, loss: 1.1119 2022-06-16 04:19:38,273 - mmdet - INFO - Epoch [24][4950/7330] lr: 1.000e-04, eta: 12:52:00, time: 0.466, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1685, s0.acc: 94.1899, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2250, s1.loss_cls: 0.0784, s1.acc: 94.4980, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1121, s2.loss_cls: 0.0384, s2.acc: 94.5487, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0531, loss: 1.1086 2022-06-16 04:20:01,527 - mmdet - INFO - Epoch [24][5000/7330] lr: 1.000e-04, eta: 12:51:32, time: 0.465, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1660, s0.acc: 94.2412, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2303, s1.loss_cls: 0.0781, s1.acc: 94.5356, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1142, s2.loss_cls: 0.0380, s2.acc: 94.5183, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.1211 2022-06-16 04:20:24,665 - mmdet - INFO - Epoch [24][5050/7330] lr: 1.000e-04, eta: 12:51:04, time: 0.463, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1491, s0.acc: 94.8875, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2175, s1.loss_cls: 0.0697, s1.acc: 95.1206, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1100, s2.loss_cls: 0.0339, s2.acc: 95.0160, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0519, loss: 1.0276 2022-06-16 04:20:48,243 - mmdet - INFO - Epoch [24][5100/7330] lr: 1.000e-04, eta: 12:50:36, time: 0.472, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1610, s0.acc: 94.4011, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2212, s1.loss_cls: 0.0760, s1.acc: 94.5283, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1112, s2.loss_cls: 0.0374, s2.acc: 94.5321, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0854 2022-06-16 04:21:12,088 - mmdet - INFO - Epoch [24][5150/7330] lr: 1.000e-04, eta: 12:50:09, time: 0.476, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1545, s0.acc: 94.6914, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2235, s1.loss_cls: 0.0728, s1.acc: 94.9286, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1138, s2.loss_cls: 0.0364, s2.acc: 94.6825, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.0677 2022-06-16 04:21:35,618 - mmdet - INFO - Epoch [24][5200/7330] lr: 1.000e-04, eta: 12:49:41, time: 0.471, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1673, s0.acc: 94.2031, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2269, s1.loss_cls: 0.0797, s1.acc: 94.2617, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1146, s2.loss_cls: 0.0390, s2.acc: 94.2062, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0544, loss: 1.1188 2022-06-16 04:21:59,418 - mmdet - INFO - Epoch [24][5250/7330] lr: 1.000e-04, eta: 12:49:14, time: 0.476, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1628, s0.acc: 94.3357, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2283, s1.loss_cls: 0.0760, s1.acc: 94.5981, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1151, s2.loss_cls: 0.0371, s2.acc: 94.5987, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0546, loss: 1.1041 2022-06-16 04:22:22,974 - mmdet - INFO - Epoch [24][5300/7330] lr: 1.000e-04, eta: 12:48:46, time: 0.471, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1579, s0.acc: 94.4915, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2127, s1.loss_cls: 0.0742, s1.acc: 94.7020, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1069, s2.loss_cls: 0.0369, s2.acc: 94.5139, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0508, loss: 1.0621 2022-06-16 04:22:46,953 - mmdet - INFO - Epoch [24][5350/7330] lr: 1.000e-04, eta: 12:48:19, time: 0.480, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1631, s0.acc: 94.3933, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2251, s1.loss_cls: 0.0765, s1.acc: 94.5738, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1129, s2.loss_cls: 0.0370, s2.acc: 94.6230, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0532, loss: 1.0861 2022-06-16 04:23:11,278 - mmdet - INFO - Epoch [24][5400/7330] lr: 1.000e-04, eta: 12:47:52, time: 0.486, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1685, s0.acc: 94.2439, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2258, s1.loss_cls: 0.0791, s1.acc: 94.4653, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1128, s2.loss_cls: 0.0392, s2.acc: 94.3657, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0532, loss: 1.1083 2022-06-16 04:23:34,958 - mmdet - INFO - Epoch [24][5450/7330] lr: 1.000e-04, eta: 12:47:25, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1545, s0.acc: 94.5596, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2198, s1.loss_cls: 0.0718, s1.acc: 94.8236, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1117, s2.loss_cls: 0.0353, s2.acc: 94.7561, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0529, loss: 1.0591 2022-06-16 04:23:58,609 - mmdet - INFO - Epoch [24][5500/7330] lr: 1.000e-04, eta: 12:46:57, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1666, s0.acc: 94.2607, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2264, s1.loss_cls: 0.0770, s1.acc: 94.6039, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1129, s2.loss_cls: 0.0379, s2.acc: 94.4983, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1106 2022-06-16 04:24:21,815 - mmdet - INFO - Epoch [24][5550/7330] lr: 1.000e-04, eta: 12:46:29, time: 0.464, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1495, s0.acc: 94.8271, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2201, s1.loss_cls: 0.0695, s1.acc: 95.0613, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1100, s2.loss_cls: 0.0344, s2.acc: 94.9751, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0519, loss: 1.0325 2022-06-16 04:24:45,385 - mmdet - INFO - Epoch [24][5600/7330] lr: 1.000e-04, eta: 12:46:01, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1555, s0.acc: 94.7566, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2195, s1.loss_cls: 0.0728, s1.acc: 94.9326, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1099, s2.loss_cls: 0.0356, s2.acc: 94.8989, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0522, loss: 1.0438 2022-06-16 04:25:08,955 - mmdet - INFO - Epoch [24][5650/7330] lr: 1.000e-04, eta: 12:45:34, time: 0.472, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1528, s0.acc: 94.7461, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2204, s1.loss_cls: 0.0717, s1.acc: 94.9766, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1109, s2.loss_cls: 0.0353, s2.acc: 94.8369, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0528, loss: 1.0419 2022-06-16 04:25:33,075 - mmdet - INFO - Epoch [24][5700/7330] lr: 1.000e-04, eta: 12:45:07, time: 0.483, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1698, s0.acc: 94.1658, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2264, s1.loss_cls: 0.0795, s1.acc: 94.4042, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1149, s2.loss_cls: 0.0388, s2.acc: 94.4538, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1199 2022-06-16 04:25:56,365 - mmdet - INFO - Epoch [24][5750/7330] lr: 1.000e-04, eta: 12:44:39, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1633, s0.acc: 94.2637, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2270, s1.loss_cls: 0.0775, s1.acc: 94.4117, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1135, s2.loss_cls: 0.0379, s2.acc: 94.3533, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0536, loss: 1.1056 2022-06-16 04:26:20,605 - mmdet - INFO - Epoch [24][5800/7330] lr: 1.000e-04, eta: 12:44:12, time: 0.485, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1658, s0.acc: 94.3330, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2199, s1.loss_cls: 0.0773, s1.acc: 94.6493, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1106, s2.loss_cls: 0.0377, s2.acc: 94.6341, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0524, loss: 1.0756 2022-06-16 04:26:44,537 - mmdet - INFO - Epoch [24][5850/7330] lr: 1.000e-04, eta: 12:43:45, time: 0.479, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1579, s0.acc: 94.6182, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2243, s1.loss_cls: 0.0744, s1.acc: 94.7963, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1127, s2.loss_cls: 0.0363, s2.acc: 94.7327, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0533, loss: 1.0778 2022-06-16 04:27:08,929 - mmdet - INFO - Epoch [24][5900/7330] lr: 1.000e-04, eta: 12:43:18, time: 0.488, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1523, s0.acc: 94.6821, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2225, s1.loss_cls: 0.0721, s1.acc: 94.8285, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1118, s2.loss_cls: 0.0359, s2.acc: 94.6522, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0528, loss: 1.0601 2022-06-16 04:27:32,625 - mmdet - INFO - Epoch [24][5950/7330] lr: 1.000e-04, eta: 12:42:51, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1584, s0.acc: 94.6042, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2273, s1.loss_cls: 0.0737, s1.acc: 94.8582, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1147, s2.loss_cls: 0.0362, s2.acc: 94.7281, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0544, loss: 1.0783 2022-06-16 04:27:57,028 - mmdet - INFO - Epoch [24][6000/7330] lr: 1.000e-04, eta: 12:42:24, time: 0.489, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1649, s0.acc: 94.2446, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2309, s1.loss_cls: 0.0775, s1.acc: 94.4430, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1159, s2.loss_cls: 0.0382, s2.acc: 94.3404, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1105 2022-06-16 04:28:20,675 - mmdet - INFO - Epoch [24][6050/7330] lr: 1.000e-04, eta: 12:41:56, time: 0.473, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1757, s0.acc: 94.0325, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2328, s1.loss_cls: 0.0827, s1.acc: 94.3034, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1165, s2.loss_cls: 0.0399, s2.acc: 94.2712, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0550, loss: 1.1469 2022-06-16 04:28:44,201 - mmdet - INFO - Epoch [24][6100/7330] lr: 1.000e-04, eta: 12:41:29, time: 0.471, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1567, s0.acc: 94.6648, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2218, s1.loss_cls: 0.0738, s1.acc: 94.8143, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1117, s2.loss_cls: 0.0358, s2.acc: 94.8036, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0527, loss: 1.0605 2022-06-16 04:29:07,296 - mmdet - INFO - Epoch [24][6150/7330] lr: 1.000e-04, eta: 12:41:01, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1653, s0.acc: 94.3286, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2276, s1.loss_cls: 0.0786, s1.acc: 94.4211, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1140, s2.loss_cls: 0.0380, s2.acc: 94.4202, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0533, loss: 1.0993 2022-06-16 04:29:30,808 - mmdet - INFO - Epoch [24][6200/7330] lr: 1.000e-04, eta: 12:40:33, time: 0.470, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1655, s0.acc: 94.3186, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2246, s1.loss_cls: 0.0782, s1.acc: 94.4843, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1125, s2.loss_cls: 0.0384, s2.acc: 94.4425, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0537, loss: 1.1096 2022-06-16 04:29:54,534 - mmdet - INFO - Epoch [24][6250/7330] lr: 1.000e-04, eta: 12:40:06, time: 0.475, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1640, s0.acc: 94.3667, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2274, s1.loss_cls: 0.0768, s1.acc: 94.6052, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1146, s2.loss_cls: 0.0377, s2.acc: 94.5284, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0545, loss: 1.1081 2022-06-16 04:30:18,293 - mmdet - INFO - Epoch [24][6300/7330] lr: 1.000e-04, eta: 12:39:38, time: 0.475, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1643, s0.acc: 94.2124, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2243, s1.loss_cls: 0.0775, s1.acc: 94.3357, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1123, s2.loss_cls: 0.0379, s2.acc: 94.3554, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.0965 2022-06-16 04:30:42,109 - mmdet - INFO - Epoch [24][6350/7330] lr: 1.000e-04, eta: 12:39:11, time: 0.476, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1680, s0.acc: 94.1663, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2278, s1.loss_cls: 0.0788, s1.acc: 94.3576, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1135, s2.loss_cls: 0.0389, s2.acc: 94.2803, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0534, loss: 1.1213 2022-06-16 04:31:06,108 - mmdet - INFO - Epoch [24][6400/7330] lr: 1.000e-04, eta: 12:38:44, time: 0.480, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1684, s0.acc: 94.1609, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2350, s1.loss_cls: 0.0794, s1.acc: 94.2645, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1169, s2.loss_cls: 0.0387, s2.acc: 94.2656, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0548, loss: 1.1284 2022-06-16 04:31:29,908 - mmdet - INFO - Epoch [24][6450/7330] lr: 1.000e-04, eta: 12:38:17, time: 0.476, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1603, s0.acc: 94.4458, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2241, s1.loss_cls: 0.0749, s1.acc: 94.7217, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1133, s2.loss_cls: 0.0368, s2.acc: 94.6051, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0533, loss: 1.0880 2022-06-16 04:31:53,315 - mmdet - INFO - Epoch [24][6500/7330] lr: 1.000e-04, eta: 12:37:49, time: 0.468, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1610, s0.acc: 94.4351, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2253, s1.loss_cls: 0.0759, s1.acc: 94.5807, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1123, s2.loss_cls: 0.0367, s2.acc: 94.6090, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.0892 2022-06-16 04:32:17,172 - mmdet - INFO - Epoch [24][6550/7330] lr: 1.000e-04, eta: 12:37:22, time: 0.477, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1674, s0.acc: 94.2507, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2275, s1.loss_cls: 0.0792, s1.acc: 94.3841, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1142, s2.loss_cls: 0.0386, s2.acc: 94.3334, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0539, loss: 1.1081 2022-06-16 04:32:40,479 - mmdet - INFO - Epoch [24][6600/7330] lr: 1.000e-04, eta: 12:36:54, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1598, s0.acc: 94.4170, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2250, s1.loss_cls: 0.0756, s1.acc: 94.5285, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1133, s2.loss_cls: 0.0370, s2.acc: 94.4754, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.0911 2022-06-16 04:33:04,184 - mmdet - INFO - Epoch [24][6650/7330] lr: 1.000e-04, eta: 12:36:27, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1650, s0.acc: 94.2141, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2290, s1.loss_cls: 0.0779, s1.acc: 94.3632, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1142, s2.loss_cls: 0.0381, s2.acc: 94.3968, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1149 2022-06-16 04:33:27,970 - mmdet - INFO - Epoch [24][6700/7330] lr: 1.000e-04, eta: 12:35:59, time: 0.478, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1685, s0.acc: 94.1667, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2248, s1.loss_cls: 0.0784, s1.acc: 94.4514, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1128, s2.loss_cls: 0.0382, s2.acc: 94.5085, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0531, loss: 1.1092 2022-06-16 04:33:51,873 - mmdet - INFO - Epoch [24][6750/7330] lr: 1.000e-04, eta: 12:35:32, time: 0.479, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1705, s0.acc: 94.1753, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2290, s1.loss_cls: 0.0805, s1.acc: 94.4615, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1135, s2.loss_cls: 0.0397, s2.acc: 94.3553, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0539, loss: 1.1085 2022-06-16 04:34:15,387 - mmdet - INFO - Epoch [24][6800/7330] lr: 1.000e-04, eta: 12:35:05, time: 0.470, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1592, s0.acc: 94.5459, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2229, s1.loss_cls: 0.0761, s1.acc: 94.5960, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1128, s2.loss_cls: 0.0379, s2.acc: 94.5099, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0531, loss: 1.0720 2022-06-16 04:34:39,095 - mmdet - INFO - Epoch [24][6850/7330] lr: 1.000e-04, eta: 12:34:37, time: 0.474, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1666, s0.acc: 94.2078, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2312, s1.loss_cls: 0.0778, s1.acc: 94.4658, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1156, s2.loss_cls: 0.0380, s2.acc: 94.3110, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0545, loss: 1.1233 2022-06-16 04:35:02,398 - mmdet - INFO - Epoch [24][6900/7330] lr: 1.000e-04, eta: 12:34:09, time: 0.466, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1597, s0.acc: 94.4683, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2254, s1.loss_cls: 0.0747, s1.acc: 94.6422, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1122, s2.loss_cls: 0.0370, s2.acc: 94.5231, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.0820 2022-06-16 04:35:26,565 - mmdet - INFO - Epoch [24][6950/7330] lr: 1.000e-04, eta: 12:33:43, time: 0.483, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1706, s0.acc: 94.0825, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2307, s1.loss_cls: 0.0794, s1.acc: 94.2648, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1151, s2.loss_cls: 0.0391, s2.acc: 94.2799, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0542, loss: 1.1258 2022-06-16 04:35:50,093 - mmdet - INFO - Epoch [24][7000/7330] lr: 1.000e-04, eta: 12:33:15, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1586, s0.acc: 94.5906, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2204, s1.loss_cls: 0.0741, s1.acc: 94.7592, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1111, s2.loss_cls: 0.0363, s2.acc: 94.6868, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0527, loss: 1.0671 2022-06-16 04:36:13,423 - mmdet - INFO - Epoch [24][7050/7330] lr: 1.000e-04, eta: 12:32:47, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1636, s0.acc: 94.4116, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2248, s1.loss_cls: 0.0769, s1.acc: 94.6089, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1133, s2.loss_cls: 0.0374, s2.acc: 94.5687, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.0885 2022-06-16 04:36:37,063 - mmdet - INFO - Epoch [24][7100/7330] lr: 1.000e-04, eta: 12:32:20, time: 0.473, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1506, s0.acc: 94.7871, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2228, s1.loss_cls: 0.0710, s1.acc: 94.9395, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1116, s2.loss_cls: 0.0350, s2.acc: 94.8198, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0527, loss: 1.0440 2022-06-16 04:37:00,408 - mmdet - INFO - Epoch [24][7150/7330] lr: 1.000e-04, eta: 12:31:52, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1694, s0.acc: 94.1125, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2264, s1.loss_cls: 0.0793, s1.acc: 94.3068, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1141, s2.loss_cls: 0.0393, s2.acc: 94.1733, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0539, loss: 1.1176 2022-06-16 04:37:23,925 - mmdet - INFO - Epoch [24][7200/7330] lr: 1.000e-04, eta: 12:31:25, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1593, s0.acc: 94.5186, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2171, s1.loss_cls: 0.0749, s1.acc: 94.6696, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1102, s2.loss_cls: 0.0371, s2.acc: 94.5234, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0519, loss: 1.0782 2022-06-16 04:37:47,459 - mmdet - INFO - Epoch [24][7250/7330] lr: 1.000e-04, eta: 12:30:57, time: 0.470, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1653, s0.acc: 94.2112, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2338, s1.loss_cls: 0.0789, s1.acc: 94.2957, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1174, s2.loss_cls: 0.0388, s2.acc: 94.2758, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1289 2022-06-16 04:38:11,386 - mmdet - INFO - Epoch [24][7300/7330] lr: 1.000e-04, eta: 12:30:30, time: 0.479, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1660, s0.acc: 94.1501, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2260, s1.loss_cls: 0.0784, s1.acc: 94.3436, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1132, s2.loss_cls: 0.0386, s2.acc: 94.2765, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.1141 2022-06-16 04:38:46,904 - mmdet - INFO - Saving checkpoint at 24 epochs 2022-06-16 04:42:15,430 - mmdet - INFO - Evaluating bbox... 2022-06-16 04:42:45,318 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.469 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.656 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.505 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.308 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.501 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.426 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.751 2022-06-16 04:42:45,319 - mmdet - INFO - Evaluating segm... 2022-06-16 04:43:16,070 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.402 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.627 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.218 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.344 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.681 2022-06-16 04:43:16,644 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 04:43:16,644 - mmdet - INFO - Epoch(val) [24][625] bbox_mAP: 0.4690, bbox_mAP_50: 0.6560, bbox_mAP_75: 0.5050, bbox_mAP_s: 0.3080, bbox_mAP_m: 0.5010, bbox_mAP_l: 0.6130, bbox_mAP_copypaste: 0.469 0.656 0.505 0.308 0.501 0.613, segm_mAP: 0.4020, segm_mAP_50: 0.6270, segm_mAP_75: 0.4330, segm_mAP_s: 0.2180, segm_mAP_m: 0.4320, segm_mAP_l: 0.5810, segm_mAP_copypaste: 0.402 0.627 0.433 0.218 0.432 0.581 2022-06-16 04:48:11,716 - mmdet - INFO - Epoch [25][50/7330] lr: 1.000e-04, eta: 12:33:43, time: 5.901, data_time: 5.429, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1585, s0.acc: 94.4141, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2219, s1.loss_cls: 0.0746, s1.acc: 94.6261, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1124, s2.loss_cls: 0.0369, s2.acc: 94.5025, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0528, loss: 1.0791 2022-06-16 04:48:34,718 - mmdet - INFO - Epoch [25][100/7330] lr: 1.000e-04, eta: 12:33:15, time: 0.460, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1500, s0.acc: 94.6118, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2168, s1.loss_cls: 0.0704, s1.acc: 94.8636, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1095, s2.loss_cls: 0.0349, s2.acc: 94.7710, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0519, loss: 1.0394 2022-06-16 04:48:57,579 - mmdet - INFO - Epoch [25][150/7330] lr: 1.000e-04, eta: 12:32:47, time: 0.457, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1503, s0.acc: 94.7219, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2178, s1.loss_cls: 0.0698, s1.acc: 94.9745, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1094, s2.loss_cls: 0.0351, s2.acc: 94.7714, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0517, loss: 1.0441 2022-06-16 04:49:20,170 - mmdet - INFO - Epoch [25][200/7330] lr: 1.000e-04, eta: 12:32:18, time: 0.452, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1520, s0.acc: 94.6304, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2202, s1.loss_cls: 0.0703, s1.acc: 94.9310, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1118, s2.loss_cls: 0.0350, s2.acc: 94.7702, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.0645 2022-06-16 04:49:43,356 - mmdet - INFO - Epoch [25][250/7330] lr: 1.000e-04, eta: 12:31:50, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1536, s0.acc: 94.5610, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2219, s1.loss_cls: 0.0714, s1.acc: 94.7568, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1109, s2.loss_cls: 0.0351, s2.acc: 94.6628, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0521, loss: 1.0636 2022-06-16 04:50:06,916 - mmdet - INFO - Epoch [25][300/7330] lr: 1.000e-04, eta: 12:31:23, time: 0.471, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1532, s0.acc: 94.5830, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2187, s1.loss_cls: 0.0715, s1.acc: 94.8385, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1100, s2.loss_cls: 0.0356, s2.acc: 94.7097, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0602 2022-06-16 04:50:29,702 - mmdet - INFO - Epoch [25][350/7330] lr: 1.000e-04, eta: 12:30:54, time: 0.456, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1693, s0.acc: 94.1450, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2282, s1.loss_cls: 0.0792, s1.acc: 94.3526, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1149, s2.loss_cls: 0.0391, s2.acc: 94.2900, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0546, loss: 1.1310 2022-06-16 04:50:52,522 - mmdet - INFO - Epoch [25][400/7330] lr: 1.000e-04, eta: 12:30:26, time: 0.456, data_time: 0.023, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1576, s0.acc: 94.4480, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2222, s1.loss_cls: 0.0743, s1.acc: 94.6378, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1120, s2.loss_cls: 0.0368, s2.acc: 94.5599, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0529, loss: 1.0747 2022-06-16 04:51:15,161 - mmdet - INFO - Epoch [25][450/7330] lr: 1.000e-04, eta: 12:29:57, time: 0.453, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1490, s0.acc: 94.7537, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2214, s1.loss_cls: 0.0695, s1.acc: 94.9732, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1114, s2.loss_cls: 0.0347, s2.acc: 94.8697, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0526, loss: 1.0464 2022-06-16 04:51:38,004 - mmdet - INFO - Epoch [25][500/7330] lr: 1.000e-04, eta: 12:29:29, time: 0.457, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1565, s0.acc: 94.4753, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2205, s1.loss_cls: 0.0731, s1.acc: 94.6742, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1113, s2.loss_cls: 0.0361, s2.acc: 94.5296, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0525, loss: 1.0770 2022-06-16 04:52:00,826 - mmdet - INFO - Epoch [25][550/7330] lr: 1.000e-04, eta: 12:29:01, time: 0.456, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1637, s0.acc: 94.2397, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2303, s1.loss_cls: 0.0763, s1.acc: 94.4388, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1150, s2.loss_cls: 0.0376, s2.acc: 94.3465, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1211 2022-06-16 04:52:23,647 - mmdet - INFO - Epoch [25][600/7330] lr: 1.000e-04, eta: 12:28:32, time: 0.456, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1563, s0.acc: 94.5588, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2221, s1.loss_cls: 0.0725, s1.acc: 94.8334, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1118, s2.loss_cls: 0.0354, s2.acc: 94.6886, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0527, loss: 1.0586 2022-06-16 04:52:47,029 - mmdet - INFO - Epoch [25][650/7330] lr: 1.000e-04, eta: 12:28:04, time: 0.468, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1551, s0.acc: 94.5605, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2273, s1.loss_cls: 0.0728, s1.acc: 94.7582, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1148, s2.loss_cls: 0.0355, s2.acc: 94.7678, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0539, loss: 1.0737 2022-06-16 04:53:10,279 - mmdet - INFO - Epoch [25][700/7330] lr: 1.000e-04, eta: 12:27:37, time: 0.465, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1571, s0.acc: 94.6211, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2247, s1.loss_cls: 0.0727, s1.acc: 94.9122, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1126, s2.loss_cls: 0.0357, s2.acc: 94.7969, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0534, loss: 1.0647 2022-06-16 04:53:33,318 - mmdet - INFO - Epoch [25][750/7330] lr: 1.000e-04, eta: 12:27:08, time: 0.460, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1546, s0.acc: 94.5859, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2157, s1.loss_cls: 0.0711, s1.acc: 94.8837, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1090, s2.loss_cls: 0.0352, s2.acc: 94.8553, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0516, loss: 1.0596 2022-06-16 04:53:56,155 - mmdet - INFO - Epoch [25][800/7330] lr: 1.000e-04, eta: 12:26:40, time: 0.457, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1530, s0.acc: 94.6018, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2226, s1.loss_cls: 0.0728, s1.acc: 94.7300, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1125, s2.loss_cls: 0.0358, s2.acc: 94.5805, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0534, loss: 1.0616 2022-06-16 04:54:19,458 - mmdet - INFO - Epoch [25][850/7330] lr: 1.000e-04, eta: 12:26:12, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1601, s0.acc: 94.3850, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2210, s1.loss_cls: 0.0747, s1.acc: 94.6966, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1114, s2.loss_cls: 0.0362, s2.acc: 94.7254, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0525, loss: 1.0789 2022-06-16 04:54:42,815 - mmdet - INFO - Epoch [25][900/7330] lr: 1.000e-04, eta: 12:25:44, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1691, s0.acc: 94.0339, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2203, s1.loss_cls: 0.0793, s1.acc: 94.3571, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1106, s2.loss_cls: 0.0393, s2.acc: 94.2434, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0523, loss: 1.1210 2022-06-16 04:55:06,784 - mmdet - INFO - Epoch [25][950/7330] lr: 1.000e-04, eta: 12:25:17, time: 0.480, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1572, s0.acc: 94.5820, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2253, s1.loss_cls: 0.0731, s1.acc: 94.8380, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1130, s2.loss_cls: 0.0361, s2.acc: 94.7428, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.0853 2022-06-16 04:55:31,022 - mmdet - INFO - Epoch [25][1000/7330] lr: 1.000e-04, eta: 12:24:50, time: 0.485, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1664, s0.acc: 94.1877, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2244, s1.loss_cls: 0.0766, s1.acc: 94.5475, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1136, s2.loss_cls: 0.0380, s2.acc: 94.4274, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0540, loss: 1.1171 2022-06-16 04:55:54,784 - mmdet - INFO - Epoch [25][1050/7330] lr: 1.000e-04, eta: 12:24:23, time: 0.475, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1536, s0.acc: 94.6814, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2221, s1.loss_cls: 0.0722, s1.acc: 94.8525, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1123, s2.loss_cls: 0.0352, s2.acc: 94.8533, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0531, loss: 1.0551 2022-06-16 04:56:18,003 - mmdet - INFO - Epoch [25][1100/7330] lr: 1.000e-04, eta: 12:23:55, time: 0.465, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1545, s0.acc: 94.7031, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2150, s1.loss_cls: 0.0711, s1.acc: 95.0616, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1081, s2.loss_cls: 0.0347, s2.acc: 94.9698, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0517, loss: 1.0418 2022-06-16 04:56:42,037 - mmdet - INFO - Epoch [25][1150/7330] lr: 1.000e-04, eta: 12:23:28, time: 0.481, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1594, s0.acc: 94.4788, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2226, s1.loss_cls: 0.0735, s1.acc: 94.7922, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1126, s2.loss_cls: 0.0363, s2.acc: 94.6009, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.0791 2022-06-16 04:57:05,258 - mmdet - INFO - Epoch [25][1200/7330] lr: 1.000e-04, eta: 12:23:00, time: 0.464, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1542, s0.acc: 94.6299, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2215, s1.loss_cls: 0.0731, s1.acc: 94.7650, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1108, s2.loss_cls: 0.0361, s2.acc: 94.7553, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0590 2022-06-16 04:57:28,487 - mmdet - INFO - Epoch [25][1250/7330] lr: 1.000e-04, eta: 12:22:32, time: 0.465, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1578, s0.acc: 94.5508, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2237, s1.loss_cls: 0.0743, s1.acc: 94.7636, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1119, s2.loss_cls: 0.0363, s2.acc: 94.6407, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0528, loss: 1.0710 2022-06-16 04:57:51,825 - mmdet - INFO - Epoch [25][1300/7330] lr: 1.000e-04, eta: 12:22:04, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1564, s0.acc: 94.5662, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2186, s1.loss_cls: 0.0732, s1.acc: 94.7542, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1101, s2.loss_cls: 0.0353, s2.acc: 94.8631, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0521, loss: 1.0576 2022-06-16 04:58:14,981 - mmdet - INFO - Epoch [25][1350/7330] lr: 1.000e-04, eta: 12:21:36, time: 0.463, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1521, s0.acc: 94.7046, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2171, s1.loss_cls: 0.0713, s1.acc: 94.9056, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1096, s2.loss_cls: 0.0350, s2.acc: 94.8937, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0518, loss: 1.0462 2022-06-16 04:58:38,042 - mmdet - INFO - Epoch [25][1400/7330] lr: 1.000e-04, eta: 12:21:08, time: 0.461, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1557, s0.acc: 94.6377, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2194, s1.loss_cls: 0.0728, s1.acc: 94.8329, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1114, s2.loss_cls: 0.0359, s2.acc: 94.7153, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0570 2022-06-16 04:59:02,069 - mmdet - INFO - Epoch [25][1450/7330] lr: 1.000e-04, eta: 12:20:41, time: 0.481, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1602, s0.acc: 94.4004, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2192, s1.loss_cls: 0.0753, s1.acc: 94.6014, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1109, s2.loss_cls: 0.0373, s2.acc: 94.5079, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0527, loss: 1.0850 2022-06-16 04:59:25,723 - mmdet - INFO - Epoch [25][1500/7330] lr: 1.000e-04, eta: 12:20:13, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1583, s0.acc: 94.4050, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2228, s1.loss_cls: 0.0735, s1.acc: 94.6318, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1123, s2.loss_cls: 0.0364, s2.acc: 94.5877, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.0866 2022-06-16 04:59:49,142 - mmdet - INFO - Epoch [25][1550/7330] lr: 1.000e-04, eta: 12:19:46, time: 0.468, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1509, s0.acc: 94.7410, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2209, s1.loss_cls: 0.0702, s1.acc: 94.9202, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1122, s2.loss_cls: 0.0345, s2.acc: 94.8924, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0526, loss: 1.0443 2022-06-16 05:00:13,449 - mmdet - INFO - Epoch [25][1600/7330] lr: 1.000e-04, eta: 12:19:19, time: 0.486, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1521, s0.acc: 94.6538, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2152, s1.loss_cls: 0.0709, s1.acc: 94.9231, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1093, s2.loss_cls: 0.0343, s2.acc: 94.8696, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0517, loss: 1.0522 2022-06-16 05:00:37,614 - mmdet - INFO - Epoch [25][1650/7330] lr: 1.000e-04, eta: 12:18:52, time: 0.483, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1634, s0.acc: 94.2859, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2267, s1.loss_cls: 0.0766, s1.acc: 94.5262, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1144, s2.loss_cls: 0.0378, s2.acc: 94.5151, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0538, loss: 1.1047 2022-06-16 05:01:01,218 - mmdet - INFO - Epoch [25][1700/7330] lr: 1.000e-04, eta: 12:18:24, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1567, s0.acc: 94.6069, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2237, s1.loss_cls: 0.0746, s1.acc: 94.8186, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1114, s2.loss_cls: 0.0364, s2.acc: 94.7511, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.0682 2022-06-16 05:01:24,860 - mmdet - INFO - Epoch [25][1750/7330] lr: 1.000e-04, eta: 12:17:57, time: 0.473, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1595, s0.acc: 94.4578, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2243, s1.loss_cls: 0.0744, s1.acc: 94.6981, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1133, s2.loss_cls: 0.0366, s2.acc: 94.7362, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0537, loss: 1.0860 2022-06-16 05:01:49,035 - mmdet - INFO - Epoch [25][1800/7330] lr: 1.000e-04, eta: 12:17:30, time: 0.483, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1547, s0.acc: 94.7039, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2184, s1.loss_cls: 0.0731, s1.acc: 94.9183, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1114, s2.loss_cls: 0.0354, s2.acc: 94.7914, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0530, loss: 1.0537 2022-06-16 05:02:12,723 - mmdet - INFO - Epoch [25][1850/7330] lr: 1.000e-04, eta: 12:17:02, time: 0.474, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1646, s0.acc: 94.2766, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2248, s1.loss_cls: 0.0766, s1.acc: 94.5890, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1126, s2.loss_cls: 0.0372, s2.acc: 94.5984, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0534, loss: 1.1032 2022-06-16 05:02:36,210 - mmdet - INFO - Epoch [25][1900/7330] lr: 1.000e-04, eta: 12:16:35, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1577, s0.acc: 94.3872, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2240, s1.loss_cls: 0.0738, s1.acc: 94.6521, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1116, s2.loss_cls: 0.0361, s2.acc: 94.5811, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0526, loss: 1.0722 2022-06-16 05:02:59,864 - mmdet - INFO - Epoch [25][1950/7330] lr: 1.000e-04, eta: 12:16:07, time: 0.473, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1576, s0.acc: 94.4788, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2154, s1.loss_cls: 0.0737, s1.acc: 94.7416, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1086, s2.loss_cls: 0.0362, s2.acc: 94.7108, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0515, loss: 1.0629 2022-06-16 05:03:23,474 - mmdet - INFO - Epoch [25][2000/7330] lr: 1.000e-04, eta: 12:15:40, time: 0.472, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1641, s0.acc: 94.3469, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2232, s1.loss_cls: 0.0761, s1.acc: 94.6088, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1129, s2.loss_cls: 0.0370, s2.acc: 94.5566, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0534, loss: 1.1004 2022-06-16 05:03:47,324 - mmdet - INFO - Epoch [25][2050/7330] lr: 1.000e-04, eta: 12:15:12, time: 0.477, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1671, s0.acc: 94.2434, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2276, s1.loss_cls: 0.0776, s1.acc: 94.5038, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1149, s2.loss_cls: 0.0385, s2.acc: 94.3968, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1143 2022-06-16 05:04:10,887 - mmdet - INFO - Epoch [25][2100/7330] lr: 1.000e-04, eta: 12:14:45, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1614, s0.acc: 94.2390, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2264, s1.loss_cls: 0.0770, s1.acc: 94.4128, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1134, s2.loss_cls: 0.0377, s2.acc: 94.3363, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0535, loss: 1.0863 2022-06-16 05:04:34,084 - mmdet - INFO - Epoch [25][2150/7330] lr: 1.000e-04, eta: 12:14:17, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1614, s0.acc: 94.4009, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2225, s1.loss_cls: 0.0752, s1.acc: 94.7356, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1115, s2.loss_cls: 0.0370, s2.acc: 94.5614, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0526, loss: 1.0815 2022-06-16 05:04:57,282 - mmdet - INFO - Epoch [25][2200/7330] lr: 1.000e-04, eta: 12:13:49, time: 0.466, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1649, s0.acc: 94.2598, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2272, s1.loss_cls: 0.0786, s1.acc: 94.3869, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1135, s2.loss_cls: 0.0386, s2.acc: 94.3105, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1086 2022-06-16 05:05:20,031 - mmdet - INFO - Epoch [25][2250/7330] lr: 1.000e-04, eta: 12:13:21, time: 0.455, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1632, s0.acc: 94.4094, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2192, s1.loss_cls: 0.0759, s1.acc: 94.7499, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1095, s2.loss_cls: 0.0372, s2.acc: 94.6386, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0517, loss: 1.0787 2022-06-16 05:05:42,957 - mmdet - INFO - Epoch [25][2300/7330] lr: 1.000e-04, eta: 12:12:53, time: 0.459, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1603, s0.acc: 94.4421, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2282, s1.loss_cls: 0.0748, s1.acc: 94.6425, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1137, s2.loss_cls: 0.0368, s2.acc: 94.5166, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0538, loss: 1.0940 2022-06-16 05:06:05,695 - mmdet - INFO - Epoch [25][2350/7330] lr: 1.000e-04, eta: 12:12:24, time: 0.454, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1559, s0.acc: 94.5576, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2194, s1.loss_cls: 0.0717, s1.acc: 94.8501, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1109, s2.loss_cls: 0.0353, s2.acc: 94.7634, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0674 2022-06-16 05:06:28,892 - mmdet - INFO - Epoch [25][2400/7330] lr: 1.000e-04, eta: 12:11:57, time: 0.464, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1600, s0.acc: 94.4346, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2273, s1.loss_cls: 0.0761, s1.acc: 94.5264, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1139, s2.loss_cls: 0.0375, s2.acc: 94.4118, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0531, loss: 1.0849 2022-06-16 05:06:52,225 - mmdet - INFO - Epoch [25][2450/7330] lr: 1.000e-04, eta: 12:11:29, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1525, s0.acc: 94.6685, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2199, s1.loss_cls: 0.0714, s1.acc: 94.8777, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1107, s2.loss_cls: 0.0359, s2.acc: 94.8005, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.0632 2022-06-16 05:07:15,632 - mmdet - INFO - Epoch [25][2500/7330] lr: 1.000e-04, eta: 12:11:01, time: 0.468, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1627, s0.acc: 94.4253, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2276, s1.loss_cls: 0.0751, s1.acc: 94.6762, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1136, s2.loss_cls: 0.0360, s2.acc: 94.7111, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0531, loss: 1.0898 2022-06-16 05:07:39,051 - mmdet - INFO - Epoch [25][2550/7330] lr: 1.000e-04, eta: 12:10:34, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1549, s0.acc: 94.6289, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2269, s1.loss_cls: 0.0732, s1.acc: 94.8333, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1139, s2.loss_cls: 0.0362, s2.acc: 94.6596, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.0752 2022-06-16 05:08:02,838 - mmdet - INFO - Epoch [25][2600/7330] lr: 1.000e-04, eta: 12:10:06, time: 0.476, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1638, s0.acc: 94.3530, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2244, s1.loss_cls: 0.0770, s1.acc: 94.5600, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1134, s2.loss_cls: 0.0373, s2.acc: 94.5221, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.0977 2022-06-16 05:08:26,122 - mmdet - INFO - Epoch [25][2650/7330] lr: 1.000e-04, eta: 12:09:39, time: 0.466, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1590, s0.acc: 94.4133, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2186, s1.loss_cls: 0.0744, s1.acc: 94.6718, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1113, s2.loss_cls: 0.0365, s2.acc: 94.5316, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0530, loss: 1.0806 2022-06-16 05:08:49,441 - mmdet - INFO - Epoch [25][2700/7330] lr: 1.000e-04, eta: 12:09:11, time: 0.466, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1559, s0.acc: 94.6118, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2165, s1.loss_cls: 0.0725, s1.acc: 94.9145, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1100, s2.loss_cls: 0.0357, s2.acc: 94.7747, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0519, loss: 1.0616 2022-06-16 05:09:12,373 - mmdet - INFO - Epoch [25][2750/7330] lr: 1.000e-04, eta: 12:08:43, time: 0.459, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1568, s0.acc: 94.6560, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2178, s1.loss_cls: 0.0746, s1.acc: 94.8547, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1089, s2.loss_cls: 0.0365, s2.acc: 94.6782, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0517, loss: 1.0544 2022-06-16 05:09:35,245 - mmdet - INFO - Epoch [25][2800/7330] lr: 1.000e-04, eta: 12:08:15, time: 0.457, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1510, s0.acc: 94.7563, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2228, s1.loss_cls: 0.0708, s1.acc: 94.9468, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1121, s2.loss_cls: 0.0349, s2.acc: 94.8367, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0529, loss: 1.0598 2022-06-16 05:09:58,486 - mmdet - INFO - Epoch [25][2850/7330] lr: 1.000e-04, eta: 12:07:47, time: 0.463, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1523, s0.acc: 94.8057, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2219, s1.loss_cls: 0.0721, s1.acc: 94.9775, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1121, s2.loss_cls: 0.0356, s2.acc: 94.9385, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0529, loss: 1.0558 2022-06-16 05:10:21,657 - mmdet - INFO - Epoch [25][2900/7330] lr: 1.000e-04, eta: 12:07:19, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1521, s0.acc: 94.7239, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2151, s1.loss_cls: 0.0716, s1.acc: 94.8105, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1087, s2.loss_cls: 0.0355, s2.acc: 94.7597, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0516, loss: 1.0457 2022-06-16 05:10:45,285 - mmdet - INFO - Epoch [25][2950/7330] lr: 1.000e-04, eta: 12:06:52, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1592, s0.acc: 94.4885, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2231, s1.loss_cls: 0.0745, s1.acc: 94.7727, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1129, s2.loss_cls: 0.0366, s2.acc: 94.7330, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0529, loss: 1.0787 2022-06-16 05:11:09,116 - mmdet - INFO - Epoch [25][3000/7330] lr: 1.000e-04, eta: 12:06:25, time: 0.476, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1647, s0.acc: 94.2004, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2251, s1.loss_cls: 0.0767, s1.acc: 94.4848, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1132, s2.loss_cls: 0.0379, s2.acc: 94.3401, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0534, loss: 1.1057 2022-06-16 05:11:32,764 - mmdet - INFO - Epoch [25][3050/7330] lr: 1.000e-04, eta: 12:05:57, time: 0.473, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1633, s0.acc: 94.3711, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2237, s1.loss_cls: 0.0764, s1.acc: 94.6512, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1119, s2.loss_cls: 0.0376, s2.acc: 94.5653, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0528, loss: 1.0897 2022-06-16 05:11:56,330 - mmdet - INFO - Epoch [25][3100/7330] lr: 1.000e-04, eta: 12:05:30, time: 0.472, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1515, s0.acc: 94.5269, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2219, s1.loss_cls: 0.0709, s1.acc: 94.8427, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1116, s2.loss_cls: 0.0347, s2.acc: 94.7911, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0527, loss: 1.0757 2022-06-16 05:12:20,273 - mmdet - INFO - Epoch [25][3150/7330] lr: 1.000e-04, eta: 12:05:03, time: 0.478, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1611, s0.acc: 94.3506, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2279, s1.loss_cls: 0.0755, s1.acc: 94.6341, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1148, s2.loss_cls: 0.0375, s2.acc: 94.5663, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0542, loss: 1.1003 2022-06-16 05:12:43,779 - mmdet - INFO - Epoch [25][3200/7330] lr: 1.000e-04, eta: 12:04:35, time: 0.471, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1574, s0.acc: 94.5405, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2215, s1.loss_cls: 0.0739, s1.acc: 94.7380, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1123, s2.loss_cls: 0.0373, s2.acc: 94.4796, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.0726 2022-06-16 05:13:08,021 - mmdet - INFO - Epoch [25][3250/7330] lr: 1.000e-04, eta: 12:04:08, time: 0.485, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1622, s0.acc: 94.2588, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2297, s1.loss_cls: 0.0756, s1.acc: 94.4985, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1157, s2.loss_cls: 0.0371, s2.acc: 94.4656, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0551, loss: 1.1061 2022-06-16 05:13:32,081 - mmdet - INFO - Epoch [25][3300/7330] lr: 1.000e-04, eta: 12:03:41, time: 0.481, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1615, s0.acc: 94.4011, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2266, s1.loss_cls: 0.0759, s1.acc: 94.5681, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1142, s2.loss_cls: 0.0377, s2.acc: 94.4003, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0540, loss: 1.1026 2022-06-16 05:13:55,462 - mmdet - INFO - Epoch [25][3350/7330] lr: 1.000e-04, eta: 12:03:14, time: 0.468, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1553, s0.acc: 94.6577, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2167, s1.loss_cls: 0.0710, s1.acc: 94.9466, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1085, s2.loss_cls: 0.0350, s2.acc: 94.9654, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0512, loss: 1.0540 2022-06-16 05:14:19,142 - mmdet - INFO - Epoch [25][3400/7330] lr: 1.000e-04, eta: 12:02:46, time: 0.474, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1641, s0.acc: 94.2156, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2244, s1.loss_cls: 0.0782, s1.acc: 94.4408, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1119, s2.loss_cls: 0.0385, s2.acc: 94.4030, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0526, loss: 1.1134 2022-06-16 05:14:42,365 - mmdet - INFO - Epoch [25][3450/7330] lr: 1.000e-04, eta: 12:02:19, time: 0.464, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1554, s0.acc: 94.5315, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2210, s1.loss_cls: 0.0740, s1.acc: 94.6452, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1124, s2.loss_cls: 0.0366, s2.acc: 94.5267, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.0773 2022-06-16 05:15:05,841 - mmdet - INFO - Epoch [25][3500/7330] lr: 1.000e-04, eta: 12:01:51, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1491, s0.acc: 94.7644, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2160, s1.loss_cls: 0.0707, s1.acc: 94.8493, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1083, s2.loss_cls: 0.0345, s2.acc: 94.9058, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0512, loss: 1.0326 2022-06-16 05:15:29,222 - mmdet - INFO - Epoch [25][3550/7330] lr: 1.000e-04, eta: 12:01:24, time: 0.468, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1517, s0.acc: 94.7964, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2171, s1.loss_cls: 0.0700, s1.acc: 95.0299, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1105, s2.loss_cls: 0.0347, s2.acc: 94.9372, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0522, loss: 1.0405 2022-06-16 05:15:52,574 - mmdet - INFO - Epoch [25][3600/7330] lr: 1.000e-04, eta: 12:00:56, time: 0.467, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1644, s0.acc: 94.2351, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2251, s1.loss_cls: 0.0777, s1.acc: 94.4792, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1124, s2.loss_cls: 0.0380, s2.acc: 94.4512, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0524, loss: 1.1080 2022-06-16 05:16:15,400 - mmdet - INFO - Epoch [25][3650/7330] lr: 1.000e-04, eta: 12:00:28, time: 0.456, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1625, s0.acc: 94.3157, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2209, s1.loss_cls: 0.0750, s1.acc: 94.6162, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1105, s2.loss_cls: 0.0369, s2.acc: 94.4790, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0521, loss: 1.0782 2022-06-16 05:16:38,487 - mmdet - INFO - Epoch [25][3700/7330] lr: 1.000e-04, eta: 12:00:00, time: 0.461, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1564, s0.acc: 94.5337, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2182, s1.loss_cls: 0.0732, s1.acc: 94.7514, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1096, s2.loss_cls: 0.0361, s2.acc: 94.5314, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0520, loss: 1.0580 2022-06-16 05:17:01,674 - mmdet - INFO - Epoch [25][3750/7330] lr: 1.000e-04, eta: 11:59:33, time: 0.464, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1678, s0.acc: 94.1821, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2295, s1.loss_cls: 0.0797, s1.acc: 94.3394, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1152, s2.loss_cls: 0.0392, s2.acc: 94.2016, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0547, loss: 1.1228 2022-06-16 05:17:24,722 - mmdet - INFO - Epoch [25][3800/7330] lr: 1.000e-04, eta: 11:59:05, time: 0.461, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1600, s0.acc: 94.3994, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2239, s1.loss_cls: 0.0745, s1.acc: 94.7014, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1125, s2.loss_cls: 0.0366, s2.acc: 94.6004, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0536, loss: 1.0780 2022-06-16 05:17:47,677 - mmdet - INFO - Epoch [25][3850/7330] lr: 1.000e-04, eta: 11:58:37, time: 0.459, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1616, s0.acc: 94.3621, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2239, s1.loss_cls: 0.0758, s1.acc: 94.5813, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1124, s2.loss_cls: 0.0373, s2.acc: 94.5094, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0533, loss: 1.0875 2022-06-16 05:18:10,532 - mmdet - INFO - Epoch [25][3900/7330] lr: 1.000e-04, eta: 11:58:09, time: 0.457, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1572, s0.acc: 94.5186, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2279, s1.loss_cls: 0.0741, s1.acc: 94.7049, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1139, s2.loss_cls: 0.0364, s2.acc: 94.7062, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0536, loss: 1.0863 2022-06-16 05:18:33,392 - mmdet - INFO - Epoch [25][3950/7330] lr: 1.000e-04, eta: 11:57:41, time: 0.457, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1556, s0.acc: 94.6047, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2200, s1.loss_cls: 0.0725, s1.acc: 94.8548, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1106, s2.loss_cls: 0.0358, s2.acc: 94.7272, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0524, loss: 1.0640 2022-06-16 05:18:56,490 - mmdet - INFO - Epoch [25][4000/7330] lr: 1.000e-04, eta: 11:57:13, time: 0.462, data_time: 0.023, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1636, s0.acc: 94.3286, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2257, s1.loss_cls: 0.0766, s1.acc: 94.4872, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1137, s2.loss_cls: 0.0374, s2.acc: 94.5200, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.0999 2022-06-16 05:19:19,296 - mmdet - INFO - Epoch [25][4050/7330] lr: 1.000e-04, eta: 11:56:45, time: 0.456, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1522, s0.acc: 94.7517, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2214, s1.loss_cls: 0.0708, s1.acc: 94.9671, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1123, s2.loss_cls: 0.0350, s2.acc: 94.8622, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0532, loss: 1.0590 2022-06-16 05:19:42,373 - mmdet - INFO - Epoch [25][4100/7330] lr: 1.000e-04, eta: 11:56:17, time: 0.462, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1586, s0.acc: 94.4963, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2207, s1.loss_cls: 0.0746, s1.acc: 94.6604, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1103, s2.loss_cls: 0.0364, s2.acc: 94.6553, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0703 2022-06-16 05:20:05,277 - mmdet - INFO - Epoch [25][4150/7330] lr: 1.000e-04, eta: 11:55:49, time: 0.458, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1646, s0.acc: 94.3054, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2176, s1.loss_cls: 0.0781, s1.acc: 94.4303, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1096, s2.loss_cls: 0.0387, s2.acc: 94.3397, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0517, loss: 1.0858 2022-06-16 05:20:28,524 - mmdet - INFO - Epoch [25][4200/7330] lr: 1.000e-04, eta: 11:55:22, time: 0.465, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1624, s0.acc: 94.3521, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2218, s1.loss_cls: 0.0770, s1.acc: 94.4497, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1114, s2.loss_cls: 0.0384, s2.acc: 94.3888, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0528, loss: 1.0991 2022-06-16 05:20:51,691 - mmdet - INFO - Epoch [25][4250/7330] lr: 1.000e-04, eta: 11:54:54, time: 0.464, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1616, s0.acc: 94.5103, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2240, s1.loss_cls: 0.0739, s1.acc: 94.8745, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1133, s2.loss_cls: 0.0363, s2.acc: 94.7434, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0535, loss: 1.0801 2022-06-16 05:21:14,987 - mmdet - INFO - Epoch [25][4300/7330] lr: 1.000e-04, eta: 11:54:26, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1547, s0.acc: 94.6995, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2198, s1.loss_cls: 0.0723, s1.acc: 94.9137, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1104, s2.loss_cls: 0.0353, s2.acc: 94.8744, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0523, loss: 1.0423 2022-06-16 05:21:38,676 - mmdet - INFO - Epoch [25][4350/7330] lr: 1.000e-04, eta: 11:53:59, time: 0.474, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1699, s0.acc: 94.1721, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2235, s1.loss_cls: 0.0793, s1.acc: 94.3831, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1129, s2.loss_cls: 0.0388, s2.acc: 94.4141, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.1102 2022-06-16 05:22:01,949 - mmdet - INFO - Epoch [25][4400/7330] lr: 1.000e-04, eta: 11:53:32, time: 0.465, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1536, s0.acc: 94.6426, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2226, s1.loss_cls: 0.0725, s1.acc: 94.7831, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1116, s2.loss_cls: 0.0358, s2.acc: 94.7004, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0527, loss: 1.0587 2022-06-16 05:22:25,758 - mmdet - INFO - Epoch [25][4450/7330] lr: 1.000e-04, eta: 11:53:05, time: 0.476, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1644, s0.acc: 94.2769, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2263, s1.loss_cls: 0.0772, s1.acc: 94.4060, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1137, s2.loss_cls: 0.0381, s2.acc: 94.2859, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.0987 2022-06-16 05:22:49,539 - mmdet - INFO - Epoch [25][4500/7330] lr: 1.000e-04, eta: 11:52:37, time: 0.476, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1610, s0.acc: 94.3367, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2218, s1.loss_cls: 0.0766, s1.acc: 94.5135, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1113, s2.loss_cls: 0.0375, s2.acc: 94.5304, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0528, loss: 1.0919 2022-06-16 05:23:13,213 - mmdet - INFO - Epoch [25][4550/7330] lr: 1.000e-04, eta: 11:52:10, time: 0.473, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1553, s0.acc: 94.5867, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2212, s1.loss_cls: 0.0724, s1.acc: 94.8481, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1103, s2.loss_cls: 0.0365, s2.acc: 94.6018, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0519, loss: 1.0630 2022-06-16 05:23:36,929 - mmdet - INFO - Epoch [25][4600/7330] lr: 1.000e-04, eta: 11:51:43, time: 0.474, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1576, s0.acc: 94.5085, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2311, s1.loss_cls: 0.0739, s1.acc: 94.6942, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1151, s2.loss_cls: 0.0363, s2.acc: 94.6110, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0544, loss: 1.0815 2022-06-16 05:24:00,474 - mmdet - INFO - Epoch [25][4650/7330] lr: 1.000e-04, eta: 11:51:16, time: 0.471, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1570, s0.acc: 94.6240, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2210, s1.loss_cls: 0.0742, s1.acc: 94.8153, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1110, s2.loss_cls: 0.0362, s2.acc: 94.7949, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0525, loss: 1.0588 2022-06-16 05:24:23,368 - mmdet - INFO - Epoch [25][4700/7330] lr: 1.000e-04, eta: 11:50:48, time: 0.458, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1627, s0.acc: 94.2893, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2238, s1.loss_cls: 0.0747, s1.acc: 94.5549, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1117, s2.loss_cls: 0.0369, s2.acc: 94.5754, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0895 2022-06-16 05:24:46,864 - mmdet - INFO - Epoch [25][4750/7330] lr: 1.000e-04, eta: 11:50:20, time: 0.470, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1614, s0.acc: 94.4622, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2215, s1.loss_cls: 0.0743, s1.acc: 94.7462, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1110, s2.loss_cls: 0.0361, s2.acc: 94.6792, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0525, loss: 1.0769 2022-06-16 05:25:10,318 - mmdet - INFO - Epoch [25][4800/7330] lr: 1.000e-04, eta: 11:49:53, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1639, s0.acc: 94.3530, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2242, s1.loss_cls: 0.0767, s1.acc: 94.4987, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1132, s2.loss_cls: 0.0375, s2.acc: 94.4404, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0533, loss: 1.0948 2022-06-16 05:25:33,706 - mmdet - INFO - Epoch [25][4850/7330] lr: 1.000e-04, eta: 11:49:25, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1638, s0.acc: 94.2954, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2268, s1.loss_cls: 0.0776, s1.acc: 94.4389, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1136, s2.loss_cls: 0.0377, s2.acc: 94.2933, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.1023 2022-06-16 05:25:57,057 - mmdet - INFO - Epoch [25][4900/7330] lr: 1.000e-04, eta: 11:48:58, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1637, s0.acc: 94.3682, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2259, s1.loss_cls: 0.0763, s1.acc: 94.6014, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1137, s2.loss_cls: 0.0374, s2.acc: 94.6101, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0536, loss: 1.0918 2022-06-16 05:26:19,619 - mmdet - INFO - Epoch [25][4950/7330] lr: 1.000e-04, eta: 11:48:30, time: 0.451, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1576, s0.acc: 94.5591, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2191, s1.loss_cls: 0.0733, s1.acc: 94.7993, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1096, s2.loss_cls: 0.0362, s2.acc: 94.7511, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0519, loss: 1.0627 2022-06-16 05:26:42,675 - mmdet - INFO - Epoch [25][5000/7330] lr: 1.000e-04, eta: 11:48:02, time: 0.461, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1647, s0.acc: 94.3469, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2265, s1.loss_cls: 0.0766, s1.acc: 94.6558, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1135, s2.loss_cls: 0.0374, s2.acc: 94.6271, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0537, loss: 1.1024 2022-06-16 05:27:05,511 - mmdet - INFO - Epoch [25][5050/7330] lr: 1.000e-04, eta: 11:47:34, time: 0.457, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1547, s0.acc: 94.6313, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2203, s1.loss_cls: 0.0729, s1.acc: 94.8417, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1101, s2.loss_cls: 0.0356, s2.acc: 94.8019, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0516, loss: 1.0565 2022-06-16 05:27:28,379 - mmdet - INFO - Epoch [25][5100/7330] lr: 1.000e-04, eta: 11:47:06, time: 0.457, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1592, s0.acc: 94.5498, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2189, s1.loss_cls: 0.0751, s1.acc: 94.6755, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1112, s2.loss_cls: 0.0365, s2.acc: 94.7312, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0524, loss: 1.0712 2022-06-16 05:27:51,533 - mmdet - INFO - Epoch [25][5150/7330] lr: 1.000e-04, eta: 11:46:39, time: 0.463, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1751, s0.acc: 94.0967, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2304, s1.loss_cls: 0.0815, s1.acc: 94.3547, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1144, s2.loss_cls: 0.0396, s2.acc: 94.2924, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1333 2022-06-16 05:28:14,851 - mmdet - INFO - Epoch [25][5200/7330] lr: 1.000e-04, eta: 11:46:11, time: 0.466, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1686, s0.acc: 94.0330, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2306, s1.loss_cls: 0.0791, s1.acc: 94.3115, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1160, s2.loss_cls: 0.0387, s2.acc: 94.3002, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0544, loss: 1.1415 2022-06-16 05:28:37,789 - mmdet - INFO - Epoch [25][5250/7330] lr: 1.000e-04, eta: 11:45:44, time: 0.459, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1655, s0.acc: 94.1826, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2267, s1.loss_cls: 0.0771, s1.acc: 94.4211, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1143, s2.loss_cls: 0.0377, s2.acc: 94.4074, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0539, loss: 1.1130 2022-06-16 05:29:01,091 - mmdet - INFO - Epoch [25][5300/7330] lr: 1.000e-04, eta: 11:45:16, time: 0.466, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1629, s0.acc: 94.2703, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2269, s1.loss_cls: 0.0759, s1.acc: 94.3681, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1143, s2.loss_cls: 0.0376, s2.acc: 94.3050, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0540, loss: 1.1145 2022-06-16 05:29:24,056 - mmdet - INFO - Epoch [25][5350/7330] lr: 1.000e-04, eta: 11:44:48, time: 0.459, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1710, s0.acc: 94.0659, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2234, s1.loss_cls: 0.0805, s1.acc: 94.2376, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1116, s2.loss_cls: 0.0390, s2.acc: 94.2350, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0532, loss: 1.1107 2022-06-16 05:29:47,170 - mmdet - INFO - Epoch [25][5400/7330] lr: 1.000e-04, eta: 11:44:21, time: 0.462, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1660, s0.acc: 94.3044, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2214, s1.loss_cls: 0.0782, s1.acc: 94.4984, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1112, s2.loss_cls: 0.0383, s2.acc: 94.4247, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0526, loss: 1.0873 2022-06-16 05:30:10,155 - mmdet - INFO - Epoch [25][5450/7330] lr: 1.000e-04, eta: 11:43:53, time: 0.460, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1562, s0.acc: 94.5356, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2189, s1.loss_cls: 0.0727, s1.acc: 94.7889, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1100, s2.loss_cls: 0.0355, s2.acc: 94.7503, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0521, loss: 1.0530 2022-06-16 05:30:33,230 - mmdet - INFO - Epoch [25][5500/7330] lr: 1.000e-04, eta: 11:43:25, time: 0.461, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1671, s0.acc: 94.1035, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2273, s1.loss_cls: 0.0786, s1.acc: 94.2966, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1141, s2.loss_cls: 0.0386, s2.acc: 94.2258, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0539, loss: 1.1281 2022-06-16 05:30:55,721 - mmdet - INFO - Epoch [25][5550/7330] lr: 1.000e-04, eta: 11:42:57, time: 0.449, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1594, s0.acc: 94.4365, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2238, s1.loss_cls: 0.0764, s1.acc: 94.5351, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1124, s2.loss_cls: 0.0375, s2.acc: 94.5226, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0530, loss: 1.0759 2022-06-16 05:31:18,861 - mmdet - INFO - Epoch [25][5600/7330] lr: 1.000e-04, eta: 11:42:30, time: 0.463, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1652, s0.acc: 94.2292, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2293, s1.loss_cls: 0.0783, s1.acc: 94.4074, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1153, s2.loss_cls: 0.0387, s2.acc: 94.2608, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0546, loss: 1.1107 2022-06-16 05:31:41,862 - mmdet - INFO - Epoch [25][5650/7330] lr: 1.000e-04, eta: 11:42:02, time: 0.460, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1662, s0.acc: 94.3652, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2244, s1.loss_cls: 0.0772, s1.acc: 94.6723, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1125, s2.loss_cls: 0.0371, s2.acc: 94.7502, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.0987 2022-06-16 05:32:04,891 - mmdet - INFO - Epoch [25][5700/7330] lr: 1.000e-04, eta: 11:41:34, time: 0.461, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1614, s0.acc: 94.3914, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2232, s1.loss_cls: 0.0753, s1.acc: 94.6100, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1112, s2.loss_cls: 0.0374, s2.acc: 94.3967, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0524, loss: 1.0953 2022-06-16 05:32:27,619 - mmdet - INFO - Epoch [25][5750/7330] lr: 1.000e-04, eta: 11:41:06, time: 0.455, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1586, s0.acc: 94.4441, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2231, s1.loss_cls: 0.0736, s1.acc: 94.6373, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1117, s2.loss_cls: 0.0364, s2.acc: 94.5739, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0743 2022-06-16 05:32:50,574 - mmdet - INFO - Epoch [25][5800/7330] lr: 1.000e-04, eta: 11:40:39, time: 0.459, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1643, s0.acc: 94.2729, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2235, s1.loss_cls: 0.0778, s1.acc: 94.5444, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1122, s2.loss_cls: 0.0381, s2.acc: 94.4924, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.1057 2022-06-16 05:33:13,872 - mmdet - INFO - Epoch [25][5850/7330] lr: 1.000e-04, eta: 11:40:11, time: 0.466, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1616, s0.acc: 94.5071, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2210, s1.loss_cls: 0.0758, s1.acc: 94.6725, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1119, s2.loss_cls: 0.0374, s2.acc: 94.5567, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0526, loss: 1.0669 2022-06-16 05:33:36,575 - mmdet - INFO - Epoch [25][5900/7330] lr: 1.000e-04, eta: 11:39:43, time: 0.454, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1669, s0.acc: 94.1770, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2296, s1.loss_cls: 0.0793, s1.acc: 94.2778, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1157, s2.loss_cls: 0.0384, s2.acc: 94.2781, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0547, loss: 1.1307 2022-06-16 05:33:59,787 - mmdet - INFO - Epoch [25][5950/7330] lr: 1.000e-04, eta: 11:39:16, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1680, s0.acc: 94.1626, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2270, s1.loss_cls: 0.0792, s1.acc: 94.3456, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1132, s2.loss_cls: 0.0391, s2.acc: 94.1395, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0528, loss: 1.1237 2022-06-16 05:34:23,261 - mmdet - INFO - Epoch [25][6000/7330] lr: 1.000e-04, eta: 11:38:48, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1624, s0.acc: 94.2412, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2227, s1.loss_cls: 0.0766, s1.acc: 94.4583, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1127, s2.loss_cls: 0.0377, s2.acc: 94.4261, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.0956 2022-06-16 05:34:46,178 - mmdet - INFO - Epoch [25][6050/7330] lr: 1.000e-04, eta: 11:38:21, time: 0.458, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1657, s0.acc: 94.2788, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2192, s1.loss_cls: 0.0780, s1.acc: 94.4628, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1102, s2.loss_cls: 0.0383, s2.acc: 94.3875, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0520, loss: 1.0971 2022-06-16 05:35:10,031 - mmdet - INFO - Epoch [25][6100/7330] lr: 1.000e-04, eta: 11:37:54, time: 0.477, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1639, s0.acc: 94.2988, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2265, s1.loss_cls: 0.0768, s1.acc: 94.5684, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1117, s2.loss_cls: 0.0380, s2.acc: 94.4180, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0526, loss: 1.1071 2022-06-16 05:35:33,629 - mmdet - INFO - Epoch [25][6150/7330] lr: 1.000e-04, eta: 11:37:27, time: 0.472, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1587, s0.acc: 94.5337, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2218, s1.loss_cls: 0.0743, s1.acc: 94.7282, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1116, s2.loss_cls: 0.0363, s2.acc: 94.7167, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0525, loss: 1.0704 2022-06-16 05:35:57,054 - mmdet - INFO - Epoch [25][6200/7330] lr: 1.000e-04, eta: 11:36:59, time: 0.468, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1581, s0.acc: 94.4897, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2231, s1.loss_cls: 0.0741, s1.acc: 94.7024, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1126, s2.loss_cls: 0.0364, s2.acc: 94.6059, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.0782 2022-06-16 05:36:21,176 - mmdet - INFO - Epoch [25][6250/7330] lr: 1.000e-04, eta: 11:36:32, time: 0.482, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1626, s0.acc: 94.3145, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2187, s1.loss_cls: 0.0758, s1.acc: 94.6202, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1100, s2.loss_cls: 0.0366, s2.acc: 94.6707, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0840 2022-06-16 05:36:45,085 - mmdet - INFO - Epoch [25][6300/7330] lr: 1.000e-04, eta: 11:36:06, time: 0.478, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1687, s0.acc: 94.2104, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2319, s1.loss_cls: 0.0787, s1.acc: 94.3967, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1173, s2.loss_cls: 0.0393, s2.acc: 94.2244, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1285 2022-06-16 05:37:08,591 - mmdet - INFO - Epoch [25][6350/7330] lr: 1.000e-04, eta: 11:35:38, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1668, s0.acc: 94.2700, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2276, s1.loss_cls: 0.0790, s1.acc: 94.4260, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1137, s2.loss_cls: 0.0375, s2.acc: 94.5767, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0535, loss: 1.0945 2022-06-16 05:37:32,400 - mmdet - INFO - Epoch [25][6400/7330] lr: 1.000e-04, eta: 11:35:11, time: 0.476, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1586, s0.acc: 94.4900, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2222, s1.loss_cls: 0.0739, s1.acc: 94.6957, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1131, s2.loss_cls: 0.0365, s2.acc: 94.5995, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.0764 2022-06-16 05:37:56,188 - mmdet - INFO - Epoch [25][6450/7330] lr: 1.000e-04, eta: 11:34:44, time: 0.476, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1667, s0.acc: 94.2317, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2268, s1.loss_cls: 0.0781, s1.acc: 94.3875, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1135, s2.loss_cls: 0.0382, s2.acc: 94.3425, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.1076 2022-06-16 05:38:19,365 - mmdet - INFO - Epoch [25][6500/7330] lr: 1.000e-04, eta: 11:34:17, time: 0.464, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1674, s0.acc: 94.1531, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2272, s1.loss_cls: 0.0783, s1.acc: 94.3821, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1145, s2.loss_cls: 0.0383, s2.acc: 94.3370, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0542, loss: 1.1168 2022-06-16 05:38:42,251 - mmdet - INFO - Epoch [25][6550/7330] lr: 1.000e-04, eta: 11:33:49, time: 0.458, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1601, s0.acc: 94.4241, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2213, s1.loss_cls: 0.0757, s1.acc: 94.5991, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1120, s2.loss_cls: 0.0375, s2.acc: 94.5365, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0528, loss: 1.0800 2022-06-16 05:39:05,573 - mmdet - INFO - Epoch [25][6600/7330] lr: 1.000e-04, eta: 11:33:22, time: 0.466, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1630, s0.acc: 94.4045, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2236, s1.loss_cls: 0.0771, s1.acc: 94.6814, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1123, s2.loss_cls: 0.0378, s2.acc: 94.5626, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0530, loss: 1.0854 2022-06-16 05:39:28,933 - mmdet - INFO - Epoch [25][6650/7330] lr: 1.000e-04, eta: 11:32:54, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1645, s0.acc: 94.2937, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2261, s1.loss_cls: 0.0774, s1.acc: 94.5068, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1134, s2.loss_cls: 0.0381, s2.acc: 94.5247, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0538, loss: 1.1001 2022-06-16 05:39:52,208 - mmdet - INFO - Epoch [25][6700/7330] lr: 1.000e-04, eta: 11:32:27, time: 0.465, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1577, s0.acc: 94.5105, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2215, s1.loss_cls: 0.0747, s1.acc: 94.5545, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1113, s2.loss_cls: 0.0370, s2.acc: 94.4644, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0522, loss: 1.0726 2022-06-16 05:40:15,647 - mmdet - INFO - Epoch [25][6750/7330] lr: 1.000e-04, eta: 11:32:00, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1546, s0.acc: 94.6680, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2176, s1.loss_cls: 0.0737, s1.acc: 94.7845, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1088, s2.loss_cls: 0.0361, s2.acc: 94.7536, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0514, loss: 1.0492 2022-06-16 05:40:39,289 - mmdet - INFO - Epoch [25][6800/7330] lr: 1.000e-04, eta: 11:31:33, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1531, s0.acc: 94.6021, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2217, s1.loss_cls: 0.0719, s1.acc: 94.7396, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1116, s2.loss_cls: 0.0357, s2.acc: 94.5849, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.0711 2022-06-16 05:41:02,997 - mmdet - INFO - Epoch [25][6850/7330] lr: 1.000e-04, eta: 11:31:06, time: 0.474, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1731, s0.acc: 93.9707, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2297, s1.loss_cls: 0.0808, s1.acc: 94.1814, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1146, s2.loss_cls: 0.0393, s2.acc: 94.0951, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0543, loss: 1.1305 2022-06-16 05:41:26,372 - mmdet - INFO - Epoch [25][6900/7330] lr: 1.000e-04, eta: 11:30:38, time: 0.467, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1608, s0.acc: 94.4514, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2231, s1.loss_cls: 0.0761, s1.acc: 94.6094, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1121, s2.loss_cls: 0.0374, s2.acc: 94.5411, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0526, loss: 1.0857 2022-06-16 05:41:49,772 - mmdet - INFO - Epoch [25][6950/7330] lr: 1.000e-04, eta: 11:30:11, time: 0.468, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1589, s0.acc: 94.4534, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2237, s1.loss_cls: 0.0758, s1.acc: 94.5348, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1129, s2.loss_cls: 0.0367, s2.acc: 94.5111, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.0859 2022-06-16 05:42:13,117 - mmdet - INFO - Epoch [25][7000/7330] lr: 1.000e-04, eta: 11:29:44, time: 0.467, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1544, s0.acc: 94.5667, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2293, s1.loss_cls: 0.0718, s1.acc: 94.8486, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1141, s2.loss_cls: 0.0353, s2.acc: 94.7525, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0534, loss: 1.0863 2022-06-16 05:42:36,471 - mmdet - INFO - Epoch [25][7050/7330] lr: 1.000e-04, eta: 11:29:16, time: 0.467, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1655, s0.acc: 94.1709, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2216, s1.loss_cls: 0.0772, s1.acc: 94.3294, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1117, s2.loss_cls: 0.0385, s2.acc: 94.2826, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0528, loss: 1.1060 2022-06-16 05:42:59,372 - mmdet - INFO - Epoch [25][7100/7330] lr: 1.000e-04, eta: 11:28:49, time: 0.459, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1613, s0.acc: 94.3362, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2238, s1.loss_cls: 0.0762, s1.acc: 94.5897, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1130, s2.loss_cls: 0.0376, s2.acc: 94.4841, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.0958 2022-06-16 05:43:22,445 - mmdet - INFO - Epoch [25][7150/7330] lr: 1.000e-04, eta: 11:28:21, time: 0.460, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1656, s0.acc: 94.2834, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2266, s1.loss_cls: 0.0775, s1.acc: 94.4613, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1138, s2.loss_cls: 0.0383, s2.acc: 94.3182, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0539, loss: 1.1074 2022-06-16 05:43:45,273 - mmdet - INFO - Epoch [25][7200/7330] lr: 1.000e-04, eta: 11:27:54, time: 0.458, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1621, s0.acc: 94.4333, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2223, s1.loss_cls: 0.0766, s1.acc: 94.6315, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1120, s2.loss_cls: 0.0371, s2.acc: 94.5012, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0529, loss: 1.0811 2022-06-16 05:44:08,611 - mmdet - INFO - Epoch [25][7250/7330] lr: 1.000e-04, eta: 11:27:26, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1650, s0.acc: 94.2966, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2274, s1.loss_cls: 0.0763, s1.acc: 94.5897, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1145, s2.loss_cls: 0.0374, s2.acc: 94.5354, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0539, loss: 1.1081 2022-06-16 05:44:31,809 - mmdet - INFO - Epoch [25][7300/7330] lr: 1.000e-04, eta: 11:26:59, time: 0.464, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1501, s0.acc: 94.7205, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2221, s1.loss_cls: 0.0698, s1.acc: 94.9789, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1127, s2.loss_cls: 0.0346, s2.acc: 94.8290, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.0544 2022-06-16 05:45:06,776 - mmdet - INFO - Saving checkpoint at 25 epochs 2022-06-16 05:48:07,422 - mmdet - INFO - Evaluating bbox... 2022-06-16 05:48:34,020 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.469 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.651 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.508 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.312 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.503 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.434 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.749 2022-06-16 05:48:34,022 - mmdet - INFO - Evaluating segm... 2022-06-16 05:49:04,074 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.626 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.437 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.226 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.583 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.348 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.684 2022-06-16 05:49:04,609 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 05:49:04,609 - mmdet - INFO - Epoch(val) [25][625] bbox_mAP: 0.4690, bbox_mAP_50: 0.6510, bbox_mAP_75: 0.5080, bbox_mAP_s: 0.3120, bbox_mAP_m: 0.5030, bbox_mAP_l: 0.6130, bbox_mAP_copypaste: 0.469 0.651 0.508 0.312 0.503 0.613, segm_mAP: 0.4040, segm_mAP_50: 0.6260, segm_mAP_75: 0.4370, segm_mAP_s: 0.2260, segm_mAP_m: 0.4330, segm_mAP_l: 0.5830, segm_mAP_copypaste: 0.404 0.626 0.437 0.226 0.433 0.583 2022-06-16 05:54:06,127 - mmdet - INFO - Epoch [26][50/7330] lr: 1.000e-04, eta: 11:29:43, time: 6.030, data_time: 5.569, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1535, s0.acc: 94.5820, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2240, s1.loss_cls: 0.0713, s1.acc: 94.8217, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1133, s2.loss_cls: 0.0345, s2.acc: 94.9679, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0538, loss: 1.0588 2022-06-16 05:54:29,467 - mmdet - INFO - Epoch [26][100/7330] lr: 1.000e-04, eta: 11:29:15, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1581, s0.acc: 94.6760, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2197, s1.loss_cls: 0.0724, s1.acc: 94.9792, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1119, s2.loss_cls: 0.0358, s2.acc: 94.8020, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.0637 2022-06-16 05:54:52,963 - mmdet - INFO - Epoch [26][150/7330] lr: 1.000e-04, eta: 11:28:48, time: 0.470, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1641, s0.acc: 94.2761, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2249, s1.loss_cls: 0.0763, s1.acc: 94.5798, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1128, s2.loss_cls: 0.0373, s2.acc: 94.6345, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1036 2022-06-16 05:55:16,597 - mmdet - INFO - Epoch [26][200/7330] lr: 1.000e-04, eta: 11:28:20, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1612, s0.acc: 94.4343, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2219, s1.loss_cls: 0.0753, s1.acc: 94.6535, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1122, s2.loss_cls: 0.0368, s2.acc: 94.5794, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.0896 2022-06-16 05:55:39,775 - mmdet - INFO - Epoch [26][250/7330] lr: 1.000e-04, eta: 11:27:53, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1527, s0.acc: 94.5737, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2237, s1.loss_cls: 0.0715, s1.acc: 94.8342, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1122, s2.loss_cls: 0.0360, s2.acc: 94.6402, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0529, loss: 1.0674 2022-06-16 05:56:03,252 - mmdet - INFO - Epoch [26][300/7330] lr: 1.000e-04, eta: 11:27:25, time: 0.470, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1594, s0.acc: 94.3777, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2250, s1.loss_cls: 0.0757, s1.acc: 94.5613, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1126, s2.loss_cls: 0.0375, s2.acc: 94.4827, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0534, loss: 1.0977 2022-06-16 05:56:26,208 - mmdet - INFO - Epoch [26][350/7330] lr: 1.000e-04, eta: 11:26:58, time: 0.459, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1558, s0.acc: 94.4810, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2191, s1.loss_cls: 0.0743, s1.acc: 94.6069, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1105, s2.loss_cls: 0.0367, s2.acc: 94.4307, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0523, loss: 1.0731 2022-06-16 05:56:49,147 - mmdet - INFO - Epoch [26][400/7330] lr: 1.000e-04, eta: 11:26:30, time: 0.459, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1521, s0.acc: 94.5977, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2191, s1.loss_cls: 0.0720, s1.acc: 94.7635, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1106, s2.loss_cls: 0.0356, s2.acc: 94.7252, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0521, loss: 1.0586 2022-06-16 05:57:12,567 - mmdet - INFO - Epoch [26][450/7330] lr: 1.000e-04, eta: 11:26:02, time: 0.468, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1613, s0.acc: 94.3721, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2193, s1.loss_cls: 0.0756, s1.acc: 94.5076, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1107, s2.loss_cls: 0.0374, s2.acc: 94.3976, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0528, loss: 1.0848 2022-06-16 05:57:36,172 - mmdet - INFO - Epoch [26][500/7330] lr: 1.000e-04, eta: 11:25:35, time: 0.472, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1566, s0.acc: 94.5364, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2151, s1.loss_cls: 0.0743, s1.acc: 94.6743, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1086, s2.loss_cls: 0.0365, s2.acc: 94.4794, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0511, loss: 1.0567 2022-06-16 05:57:59,816 - mmdet - INFO - Epoch [26][550/7330] lr: 1.000e-04, eta: 11:25:08, time: 0.471, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1716, s0.acc: 94.0215, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2244, s1.loss_cls: 0.0798, s1.acc: 94.2841, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1131, s2.loss_cls: 0.0392, s2.acc: 94.2890, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.1189 2022-06-16 05:58:23,100 - mmdet - INFO - Epoch [26][600/7330] lr: 1.000e-04, eta: 11:24:40, time: 0.468, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1605, s0.acc: 94.3899, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2189, s1.loss_cls: 0.0747, s1.acc: 94.6518, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1101, s2.loss_cls: 0.0370, s2.acc: 94.5555, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0523, loss: 1.0772 2022-06-16 05:58:46,548 - mmdet - INFO - Epoch [26][650/7330] lr: 1.000e-04, eta: 11:24:13, time: 0.469, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1680, s0.acc: 94.1182, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2255, s1.loss_cls: 0.0785, s1.acc: 94.3428, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1131, s2.loss_cls: 0.0392, s2.acc: 94.1984, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0534, loss: 1.1214 2022-06-16 05:59:10,055 - mmdet - INFO - Epoch [26][700/7330] lr: 1.000e-04, eta: 11:23:46, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1576, s0.acc: 94.5730, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2186, s1.loss_cls: 0.0744, s1.acc: 94.7649, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1108, s2.loss_cls: 0.0364, s2.acc: 94.7594, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.0625 2022-06-16 05:59:33,207 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 05:59:33,208 - mmdet - INFO - Epoch [26][750/7330] lr: 1.000e-04, eta: 11:23:18, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1562, s0.acc: 94.5781, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2225, s1.loss_cls: 0.0729, s1.acc: 94.8594, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1114, s2.loss_cls: 0.0359, s2.acc: 94.7550, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0525, loss: 1.0681 2022-06-16 05:59:56,112 - mmdet - INFO - Epoch [26][800/7330] lr: 1.000e-04, eta: 11:22:50, time: 0.458, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1461, s0.acc: 94.9258, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2167, s1.loss_cls: 0.0679, s1.acc: 95.2096, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1089, s2.loss_cls: 0.0335, s2.acc: 95.0789, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0515, loss: 1.0271 2022-06-16 06:00:21,855 - mmdet - INFO - Epoch [26][850/7330] lr: 1.000e-04, eta: 11:22:25, time: 0.515, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1572, s0.acc: 94.5247, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2231, s1.loss_cls: 0.0728, s1.acc: 94.8294, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1117, s2.loss_cls: 0.0362, s2.acc: 94.7199, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.0752 2022-06-16 06:00:45,515 - mmdet - INFO - Epoch [26][900/7330] lr: 1.000e-04, eta: 11:21:57, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1629, s0.acc: 94.3794, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2244, s1.loss_cls: 0.0751, s1.acc: 94.6194, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1131, s2.loss_cls: 0.0372, s2.acc: 94.5418, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1002 2022-06-16 06:01:08,973 - mmdet - INFO - Epoch [26][950/7330] lr: 1.000e-04, eta: 11:21:30, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1489, s0.acc: 94.6755, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2207, s1.loss_cls: 0.0697, s1.acc: 94.8744, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1105, s2.loss_cls: 0.0341, s2.acc: 94.9201, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0522, loss: 1.0365 2022-06-16 06:01:32,691 - mmdet - INFO - Epoch [26][1000/7330] lr: 1.000e-04, eta: 11:21:03, time: 0.475, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1625, s0.acc: 94.3723, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2200, s1.loss_cls: 0.0760, s1.acc: 94.5946, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1105, s2.loss_cls: 0.0372, s2.acc: 94.6223, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0524, loss: 1.0784 2022-06-16 06:01:55,793 - mmdet - INFO - Epoch [26][1050/7330] lr: 1.000e-04, eta: 11:20:35, time: 0.462, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1585, s0.acc: 94.5276, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2186, s1.loss_cls: 0.0753, s1.acc: 94.6709, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1105, s2.loss_cls: 0.0370, s2.acc: 94.5916, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0519, loss: 1.0533 2022-06-16 06:02:19,380 - mmdet - INFO - Epoch [26][1100/7330] lr: 1.000e-04, eta: 11:20:08, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1672, s0.acc: 94.1892, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2305, s1.loss_cls: 0.0780, s1.acc: 94.4158, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1153, s2.loss_cls: 0.0380, s2.acc: 94.4907, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1146 2022-06-16 06:02:42,742 - mmdet - INFO - Epoch [26][1150/7330] lr: 1.000e-04, eta: 11:19:41, time: 0.468, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1501, s0.acc: 94.7251, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2203, s1.loss_cls: 0.0702, s1.acc: 94.9072, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1115, s2.loss_cls: 0.0346, s2.acc: 94.8660, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.0513 2022-06-16 06:03:06,227 - mmdet - INFO - Epoch [26][1200/7330] lr: 1.000e-04, eta: 11:19:13, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1527, s0.acc: 94.6509, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2242, s1.loss_cls: 0.0721, s1.acc: 94.8158, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1130, s2.loss_cls: 0.0348, s2.acc: 94.8286, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.0627 2022-06-16 06:03:30,186 - mmdet - INFO - Epoch [26][1250/7330] lr: 1.000e-04, eta: 11:18:46, time: 0.482, data_time: 0.025, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1570, s0.acc: 94.4077, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2288, s1.loss_cls: 0.0733, s1.acc: 94.6377, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1150, s2.loss_cls: 0.0362, s2.acc: 94.6195, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1007 2022-06-16 06:03:53,668 - mmdet - INFO - Epoch [26][1300/7330] lr: 1.000e-04, eta: 11:18:19, time: 0.470, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1562, s0.acc: 94.5713, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2204, s1.loss_cls: 0.0727, s1.acc: 94.8222, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1096, s2.loss_cls: 0.0359, s2.acc: 94.7465, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0522, loss: 1.0533 2022-06-16 06:04:17,203 - mmdet - INFO - Epoch [26][1350/7330] lr: 1.000e-04, eta: 11:17:52, time: 0.471, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1604, s0.acc: 94.4570, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2203, s1.loss_cls: 0.0743, s1.acc: 94.7393, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1118, s2.loss_cls: 0.0364, s2.acc: 94.7336, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0527, loss: 1.0778 2022-06-16 06:04:40,407 - mmdet - INFO - Epoch [26][1400/7330] lr: 1.000e-04, eta: 11:17:24, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1636, s0.acc: 94.2373, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2266, s1.loss_cls: 0.0761, s1.acc: 94.5416, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1145, s2.loss_cls: 0.0374, s2.acc: 94.4872, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1092 2022-06-16 06:05:03,837 - mmdet - INFO - Epoch [26][1450/7330] lr: 1.000e-04, eta: 11:16:57, time: 0.469, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1646, s0.acc: 94.3643, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2187, s1.loss_cls: 0.0764, s1.acc: 94.6227, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1098, s2.loss_cls: 0.0377, s2.acc: 94.4727, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.0949 2022-06-16 06:05:26,694 - mmdet - INFO - Epoch [26][1500/7330] lr: 1.000e-04, eta: 11:16:29, time: 0.457, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1521, s0.acc: 94.7363, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2186, s1.loss_cls: 0.0704, s1.acc: 94.9326, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1096, s2.loss_cls: 0.0347, s2.acc: 94.9058, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0514, loss: 1.0374 2022-06-16 06:05:49,687 - mmdet - INFO - Epoch [26][1550/7330] lr: 1.000e-04, eta: 11:16:02, time: 0.460, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1519, s0.acc: 94.7249, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2181, s1.loss_cls: 0.0716, s1.acc: 94.9208, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1106, s2.loss_cls: 0.0350, s2.acc: 94.8594, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0527, loss: 1.0482 2022-06-16 06:06:13,013 - mmdet - INFO - Epoch [26][1600/7330] lr: 1.000e-04, eta: 11:15:34, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1600, s0.acc: 94.3711, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2233, s1.loss_cls: 0.0747, s1.acc: 94.6190, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1124, s2.loss_cls: 0.0366, s2.acc: 94.5760, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0855 2022-06-16 06:06:36,352 - mmdet - INFO - Epoch [26][1650/7330] lr: 1.000e-04, eta: 11:15:07, time: 0.467, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1614, s0.acc: 94.2883, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2187, s1.loss_cls: 0.0761, s1.acc: 94.5303, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1101, s2.loss_cls: 0.0371, s2.acc: 94.4138, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0523, loss: 1.0785 2022-06-16 06:06:59,834 - mmdet - INFO - Epoch [26][1700/7330] lr: 1.000e-04, eta: 11:14:39, time: 0.470, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1550, s0.acc: 94.6038, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2181, s1.loss_cls: 0.0718, s1.acc: 94.8411, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1110, s2.loss_cls: 0.0359, s2.acc: 94.6244, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0523, loss: 1.0681 2022-06-16 06:07:23,105 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 06:07:23,107 - mmdet - INFO - Epoch [26][1750/7330] lr: 1.000e-04, eta: 11:14:12, time: 0.465, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1586, s0.acc: 94.5493, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2198, s1.loss_cls: 0.0733, s1.acc: 94.8405, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1110, s2.loss_cls: 0.0363, s2.acc: 94.6890, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0529, loss: 1.0758 2022-06-16 06:07:46,279 - mmdet - INFO - Epoch [26][1800/7330] lr: 1.000e-04, eta: 11:13:45, time: 0.463, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1632, s0.acc: 94.3083, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2252, s1.loss_cls: 0.0760, s1.acc: 94.5615, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1134, s2.loss_cls: 0.0375, s2.acc: 94.5275, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.1003 2022-06-16 06:08:10,085 - mmdet - INFO - Epoch [26][1850/7330] lr: 1.000e-04, eta: 11:13:17, time: 0.476, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1562, s0.acc: 94.5269, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2158, s1.loss_cls: 0.0729, s1.acc: 94.8409, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1095, s2.loss_cls: 0.0361, s2.acc: 94.7234, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0519, loss: 1.0511 2022-06-16 06:08:33,713 - mmdet - INFO - Epoch [26][1900/7330] lr: 1.000e-04, eta: 11:12:50, time: 0.472, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1557, s0.acc: 94.5251, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2170, s1.loss_cls: 0.0733, s1.acc: 94.6868, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1093, s2.loss_cls: 0.0364, s2.acc: 94.5582, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0518, loss: 1.0628 2022-06-16 06:08:57,258 - mmdet - INFO - Epoch [26][1950/7330] lr: 1.000e-04, eta: 11:12:23, time: 0.472, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1588, s0.acc: 94.4158, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2239, s1.loss_cls: 0.0743, s1.acc: 94.6413, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1133, s2.loss_cls: 0.0363, s2.acc: 94.6512, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.0872 2022-06-16 06:09:20,242 - mmdet - INFO - Epoch [26][2000/7330] lr: 1.000e-04, eta: 11:11:55, time: 0.460, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1491, s0.acc: 94.6523, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2147, s1.loss_cls: 0.0698, s1.acc: 94.7960, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1090, s2.loss_cls: 0.0350, s2.acc: 94.7042, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0424 2022-06-16 06:09:43,520 - mmdet - INFO - Epoch [26][2050/7330] lr: 1.000e-04, eta: 11:11:28, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1624, s0.acc: 94.3005, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2225, s1.loss_cls: 0.0752, s1.acc: 94.5820, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1127, s2.loss_cls: 0.0364, s2.acc: 94.6331, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0750 2022-06-16 06:10:06,854 - mmdet - INFO - Epoch [26][2100/7330] lr: 1.000e-04, eta: 11:11:01, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1470, s0.acc: 94.8701, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2181, s1.loss_cls: 0.0681, s1.acc: 95.1526, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1094, s2.loss_cls: 0.0338, s2.acc: 95.0317, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0517, loss: 1.0193 2022-06-16 06:10:30,039 - mmdet - INFO - Epoch [26][2150/7330] lr: 1.000e-04, eta: 11:10:33, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1557, s0.acc: 94.5461, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2202, s1.loss_cls: 0.0729, s1.acc: 94.7442, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1115, s2.loss_cls: 0.0357, s2.acc: 94.6764, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0526, loss: 1.0675 2022-06-16 06:10:53,692 - mmdet - INFO - Epoch [26][2200/7330] lr: 1.000e-04, eta: 11:10:06, time: 0.473, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1518, s0.acc: 94.6946, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2210, s1.loss_cls: 0.0711, s1.acc: 94.8749, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1116, s2.loss_cls: 0.0351, s2.acc: 94.9090, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0529, loss: 1.0589 2022-06-16 06:11:17,464 - mmdet - INFO - Epoch [26][2250/7330] lr: 1.000e-04, eta: 11:09:39, time: 0.476, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1593, s0.acc: 94.4292, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2291, s1.loss_cls: 0.0753, s1.acc: 94.6056, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1145, s2.loss_cls: 0.0371, s2.acc: 94.5661, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1010 2022-06-16 06:11:41,076 - mmdet - INFO - Epoch [26][2300/7330] lr: 1.000e-04, eta: 11:09:12, time: 0.472, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1516, s0.acc: 94.6309, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2238, s1.loss_cls: 0.0702, s1.acc: 94.9187, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1121, s2.loss_cls: 0.0341, s2.acc: 94.8610, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0533, loss: 1.0687 2022-06-16 06:12:04,988 - mmdet - INFO - Epoch [26][2350/7330] lr: 1.000e-04, eta: 11:08:45, time: 0.478, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1697, s0.acc: 94.1860, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2245, s1.loss_cls: 0.0784, s1.acc: 94.4541, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1123, s2.loss_cls: 0.0380, s2.acc: 94.4292, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.1133 2022-06-16 06:12:28,632 - mmdet - INFO - Epoch [26][2400/7330] lr: 1.000e-04, eta: 11:08:18, time: 0.473, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1569, s0.acc: 94.4941, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2221, s1.loss_cls: 0.0729, s1.acc: 94.7392, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1127, s2.loss_cls: 0.0357, s2.acc: 94.6456, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.0769 2022-06-16 06:12:52,427 - mmdet - INFO - Epoch [26][2450/7330] lr: 1.000e-04, eta: 11:07:51, time: 0.476, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1557, s0.acc: 94.5020, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2228, s1.loss_cls: 0.0726, s1.acc: 94.7561, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1124, s2.loss_cls: 0.0361, s2.acc: 94.6817, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0533, loss: 1.0707 2022-06-16 06:13:15,408 - mmdet - INFO - Epoch [26][2500/7330] lr: 1.000e-04, eta: 11:07:23, time: 0.459, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1501, s0.acc: 94.7263, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2156, s1.loss_cls: 0.0701, s1.acc: 94.9408, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1094, s2.loss_cls: 0.0347, s2.acc: 94.9207, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0518, loss: 1.0373 2022-06-16 06:13:39,011 - mmdet - INFO - Epoch [26][2550/7330] lr: 1.000e-04, eta: 11:06:56, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1683, s0.acc: 94.2368, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2268, s1.loss_cls: 0.0779, s1.acc: 94.4937, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1140, s2.loss_cls: 0.0380, s2.acc: 94.5470, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1102 2022-06-16 06:14:02,192 - mmdet - INFO - Epoch [26][2600/7330] lr: 1.000e-04, eta: 11:06:29, time: 0.464, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1636, s0.acc: 94.4141, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2213, s1.loss_cls: 0.0747, s1.acc: 94.7405, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1116, s2.loss_cls: 0.0364, s2.acc: 94.6870, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0527, loss: 1.0756 2022-06-16 06:14:25,391 - mmdet - INFO - Epoch [26][2650/7330] lr: 1.000e-04, eta: 11:06:01, time: 0.462, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1559, s0.acc: 94.6260, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2197, s1.loss_cls: 0.0714, s1.acc: 94.9400, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1098, s2.loss_cls: 0.0355, s2.acc: 94.9051, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0519, loss: 1.0539 2022-06-16 06:14:48,355 - mmdet - INFO - Epoch [26][2700/7330] lr: 1.000e-04, eta: 11:05:34, time: 0.461, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1569, s0.acc: 94.5984, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2223, s1.loss_cls: 0.0740, s1.acc: 94.7002, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1129, s2.loss_cls: 0.0360, s2.acc: 94.7908, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0536, loss: 1.0625 2022-06-16 06:15:12,010 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 06:15:12,011 - mmdet - INFO - Epoch [26][2750/7330] lr: 1.000e-04, eta: 11:05:07, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1607, s0.acc: 94.3533, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2294, s1.loss_cls: 0.0757, s1.acc: 94.4910, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1139, s2.loss_cls: 0.0375, s2.acc: 94.4306, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0535, loss: 1.0932 2022-06-16 06:15:35,600 - mmdet - INFO - Epoch [26][2800/7330] lr: 1.000e-04, eta: 11:04:40, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1639, s0.acc: 94.3291, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2211, s1.loss_cls: 0.0773, s1.acc: 94.4869, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1112, s2.loss_cls: 0.0384, s2.acc: 94.2509, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0520, loss: 1.0978 2022-06-16 06:15:58,854 - mmdet - INFO - Epoch [26][2850/7330] lr: 1.000e-04, eta: 11:04:12, time: 0.465, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1556, s0.acc: 94.6824, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2210, s1.loss_cls: 0.0739, s1.acc: 94.8638, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1107, s2.loss_cls: 0.0366, s2.acc: 94.7941, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0525, loss: 1.0485 2022-06-16 06:16:22,368 - mmdet - INFO - Epoch [26][2900/7330] lr: 1.000e-04, eta: 11:03:45, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1531, s0.acc: 94.6748, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2216, s1.loss_cls: 0.0715, s1.acc: 94.9250, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1116, s2.loss_cls: 0.0352, s2.acc: 94.8787, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0530, loss: 1.0596 2022-06-16 06:16:45,983 - mmdet - INFO - Epoch [26][2950/7330] lr: 1.000e-04, eta: 11:03:18, time: 0.472, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1640, s0.acc: 94.4160, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2202, s1.loss_cls: 0.0775, s1.acc: 94.6164, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1111, s2.loss_cls: 0.0377, s2.acc: 94.5535, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0525, loss: 1.0784 2022-06-16 06:17:09,615 - mmdet - INFO - Epoch [26][3000/7330] lr: 1.000e-04, eta: 11:02:51, time: 0.473, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1630, s0.acc: 94.3870, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2238, s1.loss_cls: 0.0776, s1.acc: 94.5019, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1114, s2.loss_cls: 0.0384, s2.acc: 94.3270, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0523, loss: 1.0877 2022-06-16 06:17:32,982 - mmdet - INFO - Epoch [26][3050/7330] lr: 1.000e-04, eta: 11:02:24, time: 0.467, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1539, s0.acc: 94.7019, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2208, s1.loss_cls: 0.0734, s1.acc: 94.8117, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1113, s2.loss_cls: 0.0359, s2.acc: 94.7423, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0526, loss: 1.0468 2022-06-16 06:17:56,665 - mmdet - INFO - Epoch [26][3100/7330] lr: 1.000e-04, eta: 11:01:57, time: 0.473, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1621, s0.acc: 94.4082, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2190, s1.loss_cls: 0.0779, s1.acc: 94.4415, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1110, s2.loss_cls: 0.0384, s2.acc: 94.3679, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0523, loss: 1.0847 2022-06-16 06:18:20,384 - mmdet - INFO - Epoch [26][3150/7330] lr: 1.000e-04, eta: 11:01:30, time: 0.474, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1615, s0.acc: 94.3857, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2219, s1.loss_cls: 0.0748, s1.acc: 94.6936, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1119, s2.loss_cls: 0.0368, s2.acc: 94.5904, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.0907 2022-06-16 06:18:44,194 - mmdet - INFO - Epoch [26][3200/7330] lr: 1.000e-04, eta: 11:01:03, time: 0.476, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1668, s0.acc: 94.1172, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2253, s1.loss_cls: 0.0792, s1.acc: 94.2594, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1136, s2.loss_cls: 0.0390, s2.acc: 94.1725, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.1135 2022-06-16 06:19:07,704 - mmdet - INFO - Epoch [26][3250/7330] lr: 1.000e-04, eta: 11:00:36, time: 0.470, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1577, s0.acc: 94.4893, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2165, s1.loss_cls: 0.0728, s1.acc: 94.7980, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1099, s2.loss_cls: 0.0356, s2.acc: 94.8474, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0522, loss: 1.0631 2022-06-16 06:19:31,153 - mmdet - INFO - Epoch [26][3300/7330] lr: 1.000e-04, eta: 11:00:08, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1541, s0.acc: 94.6279, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2190, s1.loss_cls: 0.0720, s1.acc: 94.8514, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1115, s2.loss_cls: 0.0363, s2.acc: 94.6928, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.0544 2022-06-16 06:19:54,986 - mmdet - INFO - Epoch [26][3350/7330] lr: 1.000e-04, eta: 10:59:41, time: 0.477, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1549, s0.acc: 94.6479, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2177, s1.loss_cls: 0.0727, s1.acc: 94.8084, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1093, s2.loss_cls: 0.0357, s2.acc: 94.8747, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0519, loss: 1.0551 2022-06-16 06:20:18,613 - mmdet - INFO - Epoch [26][3400/7330] lr: 1.000e-04, eta: 10:59:14, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1533, s0.acc: 94.5361, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2278, s1.loss_cls: 0.0726, s1.acc: 94.6649, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1133, s2.loss_cls: 0.0357, s2.acc: 94.6084, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0538, loss: 1.0779 2022-06-16 06:20:42,897 - mmdet - INFO - Epoch [26][3450/7330] lr: 1.000e-04, eta: 10:58:48, time: 0.486, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1658, s0.acc: 94.2512, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2224, s1.loss_cls: 0.0771, s1.acc: 94.4134, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1114, s2.loss_cls: 0.0377, s2.acc: 94.3397, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0525, loss: 1.1090 2022-06-16 06:21:06,849 - mmdet - INFO - Epoch [26][3500/7330] lr: 1.000e-04, eta: 10:58:21, time: 0.479, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1617, s0.acc: 94.2964, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2244, s1.loss_cls: 0.0758, s1.acc: 94.5570, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1118, s2.loss_cls: 0.0370, s2.acc: 94.5141, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0528, loss: 1.0973 2022-06-16 06:21:30,409 - mmdet - INFO - Epoch [26][3550/7330] lr: 1.000e-04, eta: 10:57:54, time: 0.472, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1656, s0.acc: 94.2554, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2292, s1.loss_cls: 0.0774, s1.acc: 94.4492, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1139, s2.loss_cls: 0.0375, s2.acc: 94.4729, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.1002 2022-06-16 06:21:53,610 - mmdet - INFO - Epoch [26][3600/7330] lr: 1.000e-04, eta: 10:57:27, time: 0.464, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1581, s0.acc: 94.4580, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2229, s1.loss_cls: 0.0737, s1.acc: 94.6970, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1136, s2.loss_cls: 0.0359, s2.acc: 94.6132, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.0710 2022-06-16 06:22:16,368 - mmdet - INFO - Epoch [26][3650/7330] lr: 1.000e-04, eta: 10:56:59, time: 0.455, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1590, s0.acc: 94.4871, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2262, s1.loss_cls: 0.0739, s1.acc: 94.7616, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1120, s2.loss_cls: 0.0365, s2.acc: 94.6186, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0527, loss: 1.0765 2022-06-16 06:22:39,273 - mmdet - INFO - Epoch [26][3700/7330] lr: 1.000e-04, eta: 10:56:31, time: 0.458, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1524, s0.acc: 94.7078, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2125, s1.loss_cls: 0.0715, s1.acc: 94.8930, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1068, s2.loss_cls: 0.0353, s2.acc: 94.7850, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0509, loss: 1.0398 2022-06-16 06:23:02,132 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 06:23:02,133 - mmdet - INFO - Epoch [26][3750/7330] lr: 1.000e-04, eta: 10:56:04, time: 0.457, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1622, s0.acc: 94.3555, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2223, s1.loss_cls: 0.0756, s1.acc: 94.6271, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1126, s2.loss_cls: 0.0369, s2.acc: 94.6657, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0530, loss: 1.0941 2022-06-16 06:23:24,664 - mmdet - INFO - Epoch [26][3800/7330] lr: 1.000e-04, eta: 10:55:36, time: 0.451, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1620, s0.acc: 94.3923, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2272, s1.loss_cls: 0.0744, s1.acc: 94.7783, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1145, s2.loss_cls: 0.0367, s2.acc: 94.6526, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.0954 2022-06-16 06:23:48,034 - mmdet - INFO - Epoch [26][3850/7330] lr: 1.000e-04, eta: 10:55:09, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1622, s0.acc: 94.3071, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2242, s1.loss_cls: 0.0768, s1.acc: 94.4727, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1132, s2.loss_cls: 0.0373, s2.acc: 94.5354, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0533, loss: 1.0915 2022-06-16 06:24:10,606 - mmdet - INFO - Epoch [26][3900/7330] lr: 1.000e-04, eta: 10:54:41, time: 0.451, data_time: 0.013, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1506, s0.acc: 94.6301, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2187, s1.loss_cls: 0.0703, s1.acc: 94.7970, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1092, s2.loss_cls: 0.0350, s2.acc: 94.7260, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0512, loss: 1.0390 2022-06-16 06:24:34,263 - mmdet - INFO - Epoch [26][3950/7330] lr: 1.000e-04, eta: 10:54:14, time: 0.473, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1593, s0.acc: 94.5078, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2252, s1.loss_cls: 0.0748, s1.acc: 94.6724, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1139, s2.loss_cls: 0.0367, s2.acc: 94.5830, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0537, loss: 1.0786 2022-06-16 06:24:57,429 - mmdet - INFO - Epoch [26][4000/7330] lr: 1.000e-04, eta: 10:53:47, time: 0.463, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1599, s0.acc: 94.4529, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2162, s1.loss_cls: 0.0755, s1.acc: 94.6463, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1099, s2.loss_cls: 0.0369, s2.acc: 94.6020, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0517, loss: 1.0635 2022-06-16 06:25:20,602 - mmdet - INFO - Epoch [26][4050/7330] lr: 1.000e-04, eta: 10:53:19, time: 0.463, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1702, s0.acc: 94.2153, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2320, s1.loss_cls: 0.0794, s1.acc: 94.4275, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1164, s2.loss_cls: 0.0389, s2.acc: 94.3775, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0546, loss: 1.1225 2022-06-16 06:25:44,052 - mmdet - INFO - Epoch [26][4100/7330] lr: 1.000e-04, eta: 10:52:52, time: 0.469, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1704, s0.acc: 94.1343, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2316, s1.loss_cls: 0.0797, s1.acc: 94.3486, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1156, s2.loss_cls: 0.0393, s2.acc: 94.1595, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0547, loss: 1.1280 2022-06-16 06:26:07,139 - mmdet - INFO - Epoch [26][4150/7330] lr: 1.000e-04, eta: 10:52:25, time: 0.462, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1584, s0.acc: 94.5391, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2192, s1.loss_cls: 0.0747, s1.acc: 94.7913, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1107, s2.loss_cls: 0.0368, s2.acc: 94.6454, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0523, loss: 1.0618 2022-06-16 06:26:30,700 - mmdet - INFO - Epoch [26][4200/7330] lr: 1.000e-04, eta: 10:51:58, time: 0.471, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1600, s0.acc: 94.4954, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2229, s1.loss_cls: 0.0743, s1.acc: 94.7579, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1126, s2.loss_cls: 0.0361, s2.acc: 94.7216, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0848 2022-06-16 06:26:53,901 - mmdet - INFO - Epoch [26][4250/7330] lr: 1.000e-04, eta: 10:51:30, time: 0.464, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1584, s0.acc: 94.4131, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2230, s1.loss_cls: 0.0750, s1.acc: 94.4552, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1111, s2.loss_cls: 0.0373, s2.acc: 94.3908, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0521, loss: 1.0733 2022-06-16 06:27:16,935 - mmdet - INFO - Epoch [26][4300/7330] lr: 1.000e-04, eta: 10:51:03, time: 0.461, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1562, s0.acc: 94.4966, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2246, s1.loss_cls: 0.0721, s1.acc: 94.8875, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1119, s2.loss_cls: 0.0358, s2.acc: 94.8041, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0533, loss: 1.0722 2022-06-16 06:27:39,964 - mmdet - INFO - Epoch [26][4350/7330] lr: 1.000e-04, eta: 10:50:36, time: 0.461, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1490, s0.acc: 94.7312, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2174, s1.loss_cls: 0.0696, s1.acc: 94.8873, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1097, s2.loss_cls: 0.0340, s2.acc: 94.8878, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0522, loss: 1.0404 2022-06-16 06:28:03,302 - mmdet - INFO - Epoch [26][4400/7330] lr: 1.000e-04, eta: 10:50:08, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1577, s0.acc: 94.5623, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2190, s1.loss_cls: 0.0738, s1.acc: 94.7483, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1112, s2.loss_cls: 0.0362, s2.acc: 94.5918, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0524, loss: 1.0625 2022-06-16 06:28:26,419 - mmdet - INFO - Epoch [26][4450/7330] lr: 1.000e-04, eta: 10:49:41, time: 0.462, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1622, s0.acc: 94.2964, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2236, s1.loss_cls: 0.0753, s1.acc: 94.6292, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1125, s2.loss_cls: 0.0377, s2.acc: 94.3350, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.0978 2022-06-16 06:28:49,793 - mmdet - INFO - Epoch [26][4500/7330] lr: 1.000e-04, eta: 10:49:14, time: 0.468, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1577, s0.acc: 94.3933, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2230, s1.loss_cls: 0.0735, s1.acc: 94.5604, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1122, s2.loss_cls: 0.0367, s2.acc: 94.4706, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.0889 2022-06-16 06:29:12,786 - mmdet - INFO - Epoch [26][4550/7330] lr: 1.000e-04, eta: 10:48:46, time: 0.459, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1606, s0.acc: 94.3345, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2243, s1.loss_cls: 0.0743, s1.acc: 94.5307, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1139, s2.loss_cls: 0.0367, s2.acc: 94.4309, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0537, loss: 1.0947 2022-06-16 06:29:36,085 - mmdet - INFO - Epoch [26][4600/7330] lr: 1.000e-04, eta: 10:48:19, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1645, s0.acc: 94.2517, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2227, s1.loss_cls: 0.0765, s1.acc: 94.5476, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1117, s2.loss_cls: 0.0373, s2.acc: 94.5236, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.1104 2022-06-16 06:29:59,390 - mmdet - INFO - Epoch [26][4650/7330] lr: 1.000e-04, eta: 10:47:52, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1641, s0.acc: 94.3093, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2214, s1.loss_cls: 0.0749, s1.acc: 94.7485, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1116, s2.loss_cls: 0.0363, s2.acc: 94.7632, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0521, loss: 1.0899 2022-06-16 06:30:22,403 - mmdet - INFO - Epoch [26][4700/7330] lr: 1.000e-04, eta: 10:47:25, time: 0.460, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1691, s0.acc: 94.1917, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2230, s1.loss_cls: 0.0784, s1.acc: 94.4679, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1126, s2.loss_cls: 0.0383, s2.acc: 94.3865, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1140 2022-06-16 06:30:45,400 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 06:30:45,401 - mmdet - INFO - Epoch [26][4750/7330] lr: 1.000e-04, eta: 10:46:57, time: 0.460, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1542, s0.acc: 94.6064, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2156, s1.loss_cls: 0.0719, s1.acc: 94.8362, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1094, s2.loss_cls: 0.0353, s2.acc: 94.7516, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0518, loss: 1.0484 2022-06-16 06:31:07,933 - mmdet - INFO - Epoch [26][4800/7330] lr: 1.000e-04, eta: 10:46:30, time: 0.451, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1465, s0.acc: 94.8987, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2269, s1.loss_cls: 0.0677, s1.acc: 95.1927, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1134, s2.loss_cls: 0.0330, s2.acc: 95.1813, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0536, loss: 1.0466 2022-06-16 06:31:31,114 - mmdet - INFO - Epoch [26][4850/7330] lr: 1.000e-04, eta: 10:46:02, time: 0.464, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1659, s0.acc: 94.2322, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2194, s1.loss_cls: 0.0774, s1.acc: 94.5036, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1103, s2.loss_cls: 0.0379, s2.acc: 94.4407, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.1004 2022-06-16 06:31:54,196 - mmdet - INFO - Epoch [26][4900/7330] lr: 1.000e-04, eta: 10:45:35, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1559, s0.acc: 94.5774, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2193, s1.loss_cls: 0.0721, s1.acc: 94.8451, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1108, s2.loss_cls: 0.0360, s2.acc: 94.7117, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0522, loss: 1.0564 2022-06-16 06:32:17,087 - mmdet - INFO - Epoch [26][4950/7330] lr: 1.000e-04, eta: 10:45:07, time: 0.457, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1587, s0.acc: 94.4768, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2278, s1.loss_cls: 0.0738, s1.acc: 94.7666, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1138, s2.loss_cls: 0.0360, s2.acc: 94.6727, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0534, loss: 1.0862 2022-06-16 06:32:40,288 - mmdet - INFO - Epoch [26][5000/7330] lr: 1.000e-04, eta: 10:44:40, time: 0.464, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1551, s0.acc: 94.5710, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2223, s1.loss_cls: 0.0728, s1.acc: 94.7847, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1121, s2.loss_cls: 0.0359, s2.acc: 94.7073, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0526, loss: 1.0636 2022-06-16 06:33:03,223 - mmdet - INFO - Epoch [26][5050/7330] lr: 1.000e-04, eta: 10:44:13, time: 0.459, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1521, s0.acc: 94.6475, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2224, s1.loss_cls: 0.0707, s1.acc: 94.8874, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1123, s2.loss_cls: 0.0344, s2.acc: 94.8320, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0533, loss: 1.0560 2022-06-16 06:33:26,329 - mmdet - INFO - Epoch [26][5100/7330] lr: 1.000e-04, eta: 10:43:45, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1520, s0.acc: 94.7788, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2175, s1.loss_cls: 0.0697, s1.acc: 95.0443, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1096, s2.loss_cls: 0.0340, s2.acc: 95.0354, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0519, loss: 1.0299 2022-06-16 06:33:49,306 - mmdet - INFO - Epoch [26][5150/7330] lr: 1.000e-04, eta: 10:43:18, time: 0.460, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1556, s0.acc: 94.5676, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2234, s1.loss_cls: 0.0726, s1.acc: 94.8380, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1131, s2.loss_cls: 0.0360, s2.acc: 94.6807, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.0709 2022-06-16 06:34:12,231 - mmdet - INFO - Epoch [26][5200/7330] lr: 1.000e-04, eta: 10:42:51, time: 0.458, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1515, s0.acc: 94.7927, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2224, s1.loss_cls: 0.0707, s1.acc: 95.0197, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1122, s2.loss_cls: 0.0348, s2.acc: 94.9549, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0532, loss: 1.0436 2022-06-16 06:34:35,549 - mmdet - INFO - Epoch [26][5250/7330] lr: 1.000e-04, eta: 10:42:24, time: 0.466, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1575, s0.acc: 94.5530, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2220, s1.loss_cls: 0.0735, s1.acc: 94.8143, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1136, s2.loss_cls: 0.0362, s2.acc: 94.6823, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0538, loss: 1.0652 2022-06-16 06:34:58,809 - mmdet - INFO - Epoch [26][5300/7330] lr: 1.000e-04, eta: 10:41:56, time: 0.465, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1543, s0.acc: 94.6277, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2195, s1.loss_cls: 0.0728, s1.acc: 94.8886, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1101, s2.loss_cls: 0.0358, s2.acc: 94.8630, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0520, loss: 1.0581 2022-06-16 06:35:22,365 - mmdet - INFO - Epoch [26][5350/7330] lr: 1.000e-04, eta: 10:41:29, time: 0.471, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1603, s0.acc: 94.3889, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2261, s1.loss_cls: 0.0745, s1.acc: 94.6379, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1126, s2.loss_cls: 0.0365, s2.acc: 94.6307, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0526, loss: 1.0901 2022-06-16 06:35:46,150 - mmdet - INFO - Epoch [26][5400/7330] lr: 1.000e-04, eta: 10:41:03, time: 0.476, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1728, s0.acc: 93.9622, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2321, s1.loss_cls: 0.0815, s1.acc: 94.1646, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1161, s2.loss_cls: 0.0403, s2.acc: 94.0803, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0547, loss: 1.1438 2022-06-16 06:36:09,634 - mmdet - INFO - Epoch [26][5450/7330] lr: 1.000e-04, eta: 10:40:36, time: 0.470, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1567, s0.acc: 94.6108, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2234, s1.loss_cls: 0.0736, s1.acc: 94.7536, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1128, s2.loss_cls: 0.0359, s2.acc: 94.7091, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0536, loss: 1.0604 2022-06-16 06:36:32,958 - mmdet - INFO - Epoch [26][5500/7330] lr: 1.000e-04, eta: 10:40:08, time: 0.466, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1564, s0.acc: 94.4897, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2201, s1.loss_cls: 0.0732, s1.acc: 94.7018, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1101, s2.loss_cls: 0.0357, s2.acc: 94.6376, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0521, loss: 1.0604 2022-06-16 06:36:56,484 - mmdet - INFO - Epoch [26][5550/7330] lr: 1.000e-04, eta: 10:39:41, time: 0.471, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1552, s0.acc: 94.5137, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2242, s1.loss_cls: 0.0719, s1.acc: 94.8373, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1122, s2.loss_cls: 0.0360, s2.acc: 94.6650, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0526, loss: 1.0765 2022-06-16 06:37:19,996 - mmdet - INFO - Epoch [26][5600/7330] lr: 1.000e-04, eta: 10:39:15, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1627, s0.acc: 94.3040, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2267, s1.loss_cls: 0.0758, s1.acc: 94.5142, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1137, s2.loss_cls: 0.0374, s2.acc: 94.4180, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.0967 2022-06-16 06:37:43,809 - mmdet - INFO - Epoch [26][5650/7330] lr: 1.000e-04, eta: 10:38:48, time: 0.476, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1581, s0.acc: 94.5139, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2248, s1.loss_cls: 0.0747, s1.acc: 94.6978, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1131, s2.loss_cls: 0.0360, s2.acc: 94.7073, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.0832 2022-06-16 06:38:07,846 - mmdet - INFO - Epoch [26][5700/7330] lr: 1.000e-04, eta: 10:38:21, time: 0.481, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1582, s0.acc: 94.4250, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2259, s1.loss_cls: 0.0742, s1.acc: 94.5934, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1135, s2.loss_cls: 0.0363, s2.acc: 94.5678, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.0839 2022-06-16 06:38:31,289 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 06:38:31,290 - mmdet - INFO - Epoch [26][5750/7330] lr: 1.000e-04, eta: 10:37:54, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1588, s0.acc: 94.4749, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2226, s1.loss_cls: 0.0756, s1.acc: 94.6425, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1116, s2.loss_cls: 0.0376, s2.acc: 94.5224, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.0837 2022-06-16 06:38:55,054 - mmdet - INFO - Epoch [26][5800/7330] lr: 1.000e-04, eta: 10:37:27, time: 0.475, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1593, s0.acc: 94.5493, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2219, s1.loss_cls: 0.0734, s1.acc: 94.7904, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1114, s2.loss_cls: 0.0358, s2.acc: 94.8536, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0524, loss: 1.0695 2022-06-16 06:39:18,164 - mmdet - INFO - Epoch [26][5850/7330] lr: 1.000e-04, eta: 10:37:00, time: 0.462, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1569, s0.acc: 94.5471, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2157, s1.loss_cls: 0.0737, s1.acc: 94.7776, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1081, s2.loss_cls: 0.0359, s2.acc: 94.7927, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0511, loss: 1.0578 2022-06-16 06:39:41,452 - mmdet - INFO - Epoch [26][5900/7330] lr: 1.000e-04, eta: 10:36:33, time: 0.466, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1581, s0.acc: 94.5664, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2209, s1.loss_cls: 0.0735, s1.acc: 94.8269, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1128, s2.loss_cls: 0.0361, s2.acc: 94.7915, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.0823 2022-06-16 06:40:04,451 - mmdet - INFO - Epoch [26][5950/7330] lr: 1.000e-04, eta: 10:36:06, time: 0.460, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1606, s0.acc: 94.5037, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2208, s1.loss_cls: 0.0745, s1.acc: 94.7669, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1104, s2.loss_cls: 0.0363, s2.acc: 94.6509, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0517, loss: 1.0708 2022-06-16 06:40:27,200 - mmdet - INFO - Epoch [26][6000/7330] lr: 1.000e-04, eta: 10:35:38, time: 0.454, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1597, s0.acc: 94.5007, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2238, s1.loss_cls: 0.0734, s1.acc: 94.7703, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1127, s2.loss_cls: 0.0354, s2.acc: 94.8388, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0532, loss: 1.0745 2022-06-16 06:40:49,702 - mmdet - INFO - Epoch [26][6050/7330] lr: 1.000e-04, eta: 10:35:11, time: 0.450, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1615, s0.acc: 94.2617, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2301, s1.loss_cls: 0.0772, s1.acc: 94.4197, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1158, s2.loss_cls: 0.0378, s2.acc: 94.3044, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0545, loss: 1.1131 2022-06-16 06:41:12,502 - mmdet - INFO - Epoch [26][6100/7330] lr: 1.000e-04, eta: 10:34:43, time: 0.456, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1605, s0.acc: 94.4888, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2208, s1.loss_cls: 0.0752, s1.acc: 94.6556, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1119, s2.loss_cls: 0.0372, s2.acc: 94.6277, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.0730 2022-06-16 06:41:35,179 - mmdet - INFO - Epoch [26][6150/7330] lr: 1.000e-04, eta: 10:34:16, time: 0.454, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1579, s0.acc: 94.4194, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2238, s1.loss_cls: 0.0750, s1.acc: 94.6142, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1121, s2.loss_cls: 0.0371, s2.acc: 94.5541, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0530, loss: 1.0776 2022-06-16 06:41:58,262 - mmdet - INFO - Epoch [26][6200/7330] lr: 1.000e-04, eta: 10:33:48, time: 0.461, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1645, s0.acc: 94.3115, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2252, s1.loss_cls: 0.0774, s1.acc: 94.5019, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1131, s2.loss_cls: 0.0376, s2.acc: 94.5032, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0534, loss: 1.0952 2022-06-16 06:42:21,613 - mmdet - INFO - Epoch [26][6250/7330] lr: 1.000e-04, eta: 10:33:21, time: 0.465, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1640, s0.acc: 94.3335, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2264, s1.loss_cls: 0.0764, s1.acc: 94.5652, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1151, s2.loss_cls: 0.0375, s2.acc: 94.5314, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0544, loss: 1.1147 2022-06-16 06:42:45,413 - mmdet - INFO - Epoch [26][6300/7330] lr: 1.000e-04, eta: 10:32:55, time: 0.478, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1604, s0.acc: 94.3149, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2237, s1.loss_cls: 0.0753, s1.acc: 94.5537, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1125, s2.loss_cls: 0.0363, s2.acc: 94.5193, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.0910 2022-06-16 06:43:09,405 - mmdet - INFO - Epoch [26][6350/7330] lr: 1.000e-04, eta: 10:32:28, time: 0.480, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1777, s0.acc: 93.9397, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2316, s1.loss_cls: 0.0838, s1.acc: 94.1217, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1154, s2.loss_cls: 0.0404, s2.acc: 94.2033, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0544, loss: 1.1458 2022-06-16 06:43:33,564 - mmdet - INFO - Epoch [26][6400/7330] lr: 1.000e-04, eta: 10:32:01, time: 0.483, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1594, s0.acc: 94.4321, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2273, s1.loss_cls: 0.0750, s1.acc: 94.5944, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1131, s2.loss_cls: 0.0368, s2.acc: 94.5781, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0533, loss: 1.0914 2022-06-16 06:43:56,991 - mmdet - INFO - Epoch [26][6450/7330] lr: 1.000e-04, eta: 10:31:34, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1638, s0.acc: 94.2747, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2226, s1.loss_cls: 0.0773, s1.acc: 94.5271, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1115, s2.loss_cls: 0.0376, s2.acc: 94.4609, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.0944 2022-06-16 06:44:20,371 - mmdet - INFO - Epoch [26][6500/7330] lr: 1.000e-04, eta: 10:31:07, time: 0.467, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1518, s0.acc: 94.7415, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2225, s1.loss_cls: 0.0709, s1.acc: 94.9987, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1124, s2.loss_cls: 0.0351, s2.acc: 94.9123, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0534, loss: 1.0596 2022-06-16 06:44:43,994 - mmdet - INFO - Epoch [26][6550/7330] lr: 1.000e-04, eta: 10:30:41, time: 0.473, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1708, s0.acc: 94.0957, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2248, s1.loss_cls: 0.0803, s1.acc: 94.3494, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1128, s2.loss_cls: 0.0391, s2.acc: 94.2906, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1289 2022-06-16 06:45:07,100 - mmdet - INFO - Epoch [26][6600/7330] lr: 1.000e-04, eta: 10:30:13, time: 0.462, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1522, s0.acc: 94.6743, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2210, s1.loss_cls: 0.0703, s1.acc: 95.0155, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1110, s2.loss_cls: 0.0352, s2.acc: 94.8523, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0522, loss: 1.0491 2022-06-16 06:45:30,767 - mmdet - INFO - Epoch [26][6650/7330] lr: 1.000e-04, eta: 10:29:47, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1609, s0.acc: 94.3281, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2202, s1.loss_cls: 0.0745, s1.acc: 94.5741, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1107, s2.loss_cls: 0.0368, s2.acc: 94.5297, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0525, loss: 1.0900 2022-06-16 06:45:54,465 - mmdet - INFO - Epoch [26][6700/7330] lr: 1.000e-04, eta: 10:29:20, time: 0.474, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1551, s0.acc: 94.6680, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2166, s1.loss_cls: 0.0728, s1.acc: 94.7740, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1096, s2.loss_cls: 0.0359, s2.acc: 94.8395, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0514, loss: 1.0502 2022-06-16 06:46:17,935 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 06:46:17,936 - mmdet - INFO - Epoch [26][6750/7330] lr: 1.000e-04, eta: 10:28:53, time: 0.470, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1555, s0.acc: 94.5073, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2275, s1.loss_cls: 0.0730, s1.acc: 94.7023, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1144, s2.loss_cls: 0.0361, s2.acc: 94.6470, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0541, loss: 1.0858 2022-06-16 06:46:41,573 - mmdet - INFO - Epoch [26][6800/7330] lr: 1.000e-04, eta: 10:28:26, time: 0.473, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1617, s0.acc: 94.4294, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2247, s1.loss_cls: 0.0764, s1.acc: 94.6551, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1132, s2.loss_cls: 0.0375, s2.acc: 94.5553, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.0928 2022-06-16 06:47:05,339 - mmdet - INFO - Epoch [26][6850/7330] lr: 1.000e-04, eta: 10:27:59, time: 0.475, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1634, s0.acc: 94.2249, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2238, s1.loss_cls: 0.0777, s1.acc: 94.3992, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1121, s2.loss_cls: 0.0379, s2.acc: 94.3277, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.0989 2022-06-16 06:47:29,060 - mmdet - INFO - Epoch [26][6900/7330] lr: 1.000e-04, eta: 10:27:33, time: 0.475, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1630, s0.acc: 94.3486, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2244, s1.loss_cls: 0.0763, s1.acc: 94.5282, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1131, s2.loss_cls: 0.0372, s2.acc: 94.6259, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.0921 2022-06-16 06:47:52,416 - mmdet - INFO - Epoch [26][6950/7330] lr: 1.000e-04, eta: 10:27:06, time: 0.466, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1576, s0.acc: 94.5542, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2236, s1.loss_cls: 0.0736, s1.acc: 94.8022, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1122, s2.loss_cls: 0.0361, s2.acc: 94.8219, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.0759 2022-06-16 06:48:15,684 - mmdet - INFO - Epoch [26][7000/7330] lr: 1.000e-04, eta: 10:26:39, time: 0.466, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1604, s0.acc: 94.4109, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2258, s1.loss_cls: 0.0758, s1.acc: 94.5508, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1130, s2.loss_cls: 0.0370, s2.acc: 94.5053, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.0911 2022-06-16 06:48:39,342 - mmdet - INFO - Epoch [26][7050/7330] lr: 1.000e-04, eta: 10:26:12, time: 0.473, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1511, s0.acc: 94.6812, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2198, s1.loss_cls: 0.0712, s1.acc: 94.8373, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1111, s2.loss_cls: 0.0352, s2.acc: 94.7787, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0525, loss: 1.0562 2022-06-16 06:49:02,984 - mmdet - INFO - Epoch [26][7100/7330] lr: 1.000e-04, eta: 10:25:45, time: 0.473, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1627, s0.acc: 94.3689, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2232, s1.loss_cls: 0.0768, s1.acc: 94.5478, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1120, s2.loss_cls: 0.0378, s2.acc: 94.4913, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0527, loss: 1.0891 2022-06-16 06:49:26,799 - mmdet - INFO - Epoch [26][7150/7330] lr: 1.000e-04, eta: 10:25:18, time: 0.476, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1592, s0.acc: 94.4001, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2281, s1.loss_cls: 0.0746, s1.acc: 94.6089, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1147, s2.loss_cls: 0.0369, s2.acc: 94.5056, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0538, loss: 1.1029 2022-06-16 06:49:50,299 - mmdet - INFO - Epoch [26][7200/7330] lr: 1.000e-04, eta: 10:24:51, time: 0.470, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1635, s0.acc: 94.3081, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2321, s1.loss_cls: 0.0772, s1.acc: 94.4831, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1166, s2.loss_cls: 0.0380, s2.acc: 94.3681, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1146 2022-06-16 06:50:13,550 - mmdet - INFO - Epoch [26][7250/7330] lr: 1.000e-04, eta: 10:24:24, time: 0.461, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1560, s0.acc: 94.5603, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2235, s1.loss_cls: 0.0724, s1.acc: 94.7408, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1126, s2.loss_cls: 0.0359, s2.acc: 94.7544, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0534, loss: 1.0691 2022-06-16 06:50:36,796 - mmdet - INFO - Epoch [26][7300/7330] lr: 1.000e-04, eta: 10:23:57, time: 0.469, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1590, s0.acc: 94.5525, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2281, s1.loss_cls: 0.0740, s1.acc: 94.8868, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1146, s2.loss_cls: 0.0359, s2.acc: 94.9372, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.0832 2022-06-16 06:51:08,393 - mmdet - INFO - Saving checkpoint at 26 epochs 2022-06-16 06:54:11,035 - mmdet - INFO - Evaluating bbox... 2022-06-16 06:54:37,671 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.474 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.662 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.513 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.304 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.509 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.619 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.435 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.763 2022-06-16 06:54:37,672 - mmdet - INFO - Evaluating segm... 2022-06-16 06:55:10,218 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.410 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.634 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.442 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.221 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.443 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.360 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.690 2022-06-16 06:55:10,767 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 06:55:10,767 - mmdet - INFO - Epoch(val) [26][625] bbox_mAP: 0.4740, bbox_mAP_50: 0.6620, bbox_mAP_75: 0.5130, bbox_mAP_s: 0.3040, bbox_mAP_m: 0.5090, bbox_mAP_l: 0.6190, bbox_mAP_copypaste: 0.474 0.662 0.513 0.304 0.509 0.619, segm_mAP: 0.4100, segm_mAP_50: 0.6340, segm_mAP_75: 0.4420, segm_mAP_s: 0.2210, segm_mAP_m: 0.4430, segm_mAP_l: 0.5900, segm_mAP_copypaste: 0.410 0.634 0.442 0.221 0.443 0.590 2022-06-16 07:00:18,345 - mmdet - INFO - Epoch [27][50/7330] lr: 1.000e-04, eta: 10:26:14, time: 6.151, data_time: 5.680, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1547, s0.acc: 94.5601, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2245, s1.loss_cls: 0.0713, s1.acc: 94.8440, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1127, s2.loss_cls: 0.0348, s2.acc: 94.8776, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0529, loss: 1.0579 2022-06-16 07:00:41,850 - mmdet - INFO - Epoch [27][100/7330] lr: 1.000e-04, eta: 10:25:47, time: 0.470, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1475, s0.acc: 94.8296, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2200, s1.loss_cls: 0.0689, s1.acc: 95.0209, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1104, s2.loss_cls: 0.0336, s2.acc: 94.9981, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0520, loss: 1.0339 2022-06-16 07:01:05,912 - mmdet - INFO - Epoch [27][150/7330] lr: 1.000e-04, eta: 10:25:20, time: 0.481, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1553, s0.acc: 94.6086, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2185, s1.loss_cls: 0.0719, s1.acc: 94.8562, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1098, s2.loss_cls: 0.0355, s2.acc: 94.7446, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0522, loss: 1.0609 2022-06-16 07:01:30,193 - mmdet - INFO - Epoch [27][200/7330] lr: 1.000e-04, eta: 10:24:54, time: 0.486, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1504, s0.acc: 94.6089, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2206, s1.loss_cls: 0.0706, s1.acc: 94.8453, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1120, s2.loss_cls: 0.0353, s2.acc: 94.6724, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0562 2022-06-16 07:01:53,728 - mmdet - INFO - Epoch [27][250/7330] lr: 1.000e-04, eta: 10:24:27, time: 0.471, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1515, s0.acc: 94.7271, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2230, s1.loss_cls: 0.0715, s1.acc: 94.9047, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1134, s2.loss_cls: 0.0355, s2.acc: 94.7578, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0538, loss: 1.0495 2022-06-16 07:02:17,134 - mmdet - INFO - Epoch [27][300/7330] lr: 1.000e-04, eta: 10:24:00, time: 0.468, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1513, s0.acc: 94.6594, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2102, s1.loss_cls: 0.0701, s1.acc: 94.9289, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1077, s2.loss_cls: 0.0342, s2.acc: 94.8912, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0514, loss: 1.0320 2022-06-16 07:02:40,384 - mmdet - INFO - Epoch [27][350/7330] lr: 1.000e-04, eta: 10:23:32, time: 0.465, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1482, s0.acc: 94.8889, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2225, s1.loss_cls: 0.0695, s1.acc: 95.0977, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1119, s2.loss_cls: 0.0341, s2.acc: 94.9798, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0529, loss: 1.0474 2022-06-16 07:03:03,327 - mmdet - INFO - Epoch [27][400/7330] lr: 1.000e-04, eta: 10:23:05, time: 0.459, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1572, s0.acc: 94.5403, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2163, s1.loss_cls: 0.0731, s1.acc: 94.8019, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1093, s2.loss_cls: 0.0359, s2.acc: 94.7420, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0514, loss: 1.0635 2022-06-16 07:03:26,812 - mmdet - INFO - Epoch [27][450/7330] lr: 1.000e-04, eta: 10:22:38, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1503, s0.acc: 94.6814, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2233, s1.loss_cls: 0.0698, s1.acc: 94.9972, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1121, s2.loss_cls: 0.0347, s2.acc: 94.8554, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0530, loss: 1.0575 2022-06-16 07:03:49,992 - mmdet - INFO - Epoch [27][500/7330] lr: 1.000e-04, eta: 10:22:11, time: 0.464, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1511, s0.acc: 94.7363, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2190, s1.loss_cls: 0.0709, s1.acc: 94.9626, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1097, s2.loss_cls: 0.0346, s2.acc: 94.9094, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0424 2022-06-16 07:04:12,911 - mmdet - INFO - Epoch [27][550/7330] lr: 1.000e-04, eta: 10:21:43, time: 0.458, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1574, s0.acc: 94.5432, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2228, s1.loss_cls: 0.0722, s1.acc: 94.8198, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1117, s2.loss_cls: 0.0352, s2.acc: 94.8310, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0741 2022-06-16 07:04:36,355 - mmdet - INFO - Epoch [27][600/7330] lr: 1.000e-04, eta: 10:21:16, time: 0.468, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1553, s0.acc: 94.5220, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2221, s1.loss_cls: 0.0730, s1.acc: 94.7283, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1118, s2.loss_cls: 0.0355, s2.acc: 94.7238, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0525, loss: 1.0602 2022-06-16 07:04:59,461 - mmdet - INFO - Epoch [27][650/7330] lr: 1.000e-04, eta: 10:20:49, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1561, s0.acc: 94.5354, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2200, s1.loss_cls: 0.0730, s1.acc: 94.7412, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1111, s2.loss_cls: 0.0361, s2.acc: 94.6648, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0527, loss: 1.0677 2022-06-16 07:05:23,254 - mmdet - INFO - Epoch [27][700/7330] lr: 1.000e-04, eta: 10:20:22, time: 0.476, data_time: 0.025, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1575, s0.acc: 94.3792, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2193, s1.loss_cls: 0.0746, s1.acc: 94.5719, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1100, s2.loss_cls: 0.0367, s2.acc: 94.4824, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0696 2022-06-16 07:05:46,159 - mmdet - INFO - Epoch [27][750/7330] lr: 1.000e-04, eta: 10:19:54, time: 0.458, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1536, s0.acc: 94.5984, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2168, s1.loss_cls: 0.0719, s1.acc: 94.8323, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1106, s2.loss_cls: 0.0359, s2.acc: 94.5947, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0524, loss: 1.0604 2022-06-16 07:06:09,283 - mmdet - INFO - Epoch [27][800/7330] lr: 1.000e-04, eta: 10:19:27, time: 0.462, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1549, s0.acc: 94.4905, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2231, s1.loss_cls: 0.0728, s1.acc: 94.7116, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1131, s2.loss_cls: 0.0356, s2.acc: 94.7105, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0536, loss: 1.0902 2022-06-16 07:06:32,524 - mmdet - INFO - Epoch [27][850/7330] lr: 1.000e-04, eta: 10:19:00, time: 0.464, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1617, s0.acc: 94.3679, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2290, s1.loss_cls: 0.0761, s1.acc: 94.5902, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1147, s2.loss_cls: 0.0373, s2.acc: 94.4755, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0545, loss: 1.1020 2022-06-16 07:06:55,607 - mmdet - INFO - Epoch [27][900/7330] lr: 1.000e-04, eta: 10:18:33, time: 0.462, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1594, s0.acc: 94.3582, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2247, s1.loss_cls: 0.0742, s1.acc: 94.5929, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1130, s2.loss_cls: 0.0365, s2.acc: 94.5014, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.0955 2022-06-16 07:07:18,332 - mmdet - INFO - Epoch [27][950/7330] lr: 1.000e-04, eta: 10:18:05, time: 0.454, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1520, s0.acc: 94.6680, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2199, s1.loss_cls: 0.0707, s1.acc: 94.9029, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1099, s2.loss_cls: 0.0352, s2.acc: 94.8491, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0520, loss: 1.0485 2022-06-16 07:07:41,639 - mmdet - INFO - Epoch [27][1000/7330] lr: 1.000e-04, eta: 10:17:38, time: 0.466, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1596, s0.acc: 94.4514, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2203, s1.loss_cls: 0.0739, s1.acc: 94.7310, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1110, s2.loss_cls: 0.0363, s2.acc: 94.6138, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0523, loss: 1.0734 2022-06-16 07:08:05,086 - mmdet - INFO - Epoch [27][1050/7330] lr: 1.000e-04, eta: 10:17:11, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1548, s0.acc: 94.6919, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2177, s1.loss_cls: 0.0725, s1.acc: 94.8448, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1101, s2.loss_cls: 0.0354, s2.acc: 94.8567, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0523, loss: 1.0470 2022-06-16 07:08:28,452 - mmdet - INFO - Epoch [27][1100/7330] lr: 1.000e-04, eta: 10:16:44, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1537, s0.acc: 94.6489, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2206, s1.loss_cls: 0.0718, s1.acc: 94.8144, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1114, s2.loss_cls: 0.0356, s2.acc: 94.8245, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0526, loss: 1.0553 2022-06-16 07:08:50,908 - mmdet - INFO - Epoch [27][1150/7330] lr: 1.000e-04, eta: 10:16:16, time: 0.449, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1525, s0.acc: 94.7415, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2207, s1.loss_cls: 0.0712, s1.acc: 94.9795, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1112, s2.loss_cls: 0.0350, s2.acc: 94.8271, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0525, loss: 1.0479 2022-06-16 07:09:13,720 - mmdet - INFO - Epoch [27][1200/7330] lr: 1.000e-04, eta: 10:15:49, time: 0.456, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1507, s0.acc: 94.6321, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2148, s1.loss_cls: 0.0708, s1.acc: 94.8225, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1091, s2.loss_cls: 0.0351, s2.acc: 94.7771, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0519, loss: 1.0525 2022-06-16 07:09:36,864 - mmdet - INFO - Epoch [27][1250/7330] lr: 1.000e-04, eta: 10:15:22, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1574, s0.acc: 94.4299, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2180, s1.loss_cls: 0.0722, s1.acc: 94.7353, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1102, s2.loss_cls: 0.0356, s2.acc: 94.7413, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0520, loss: 1.0682 2022-06-16 07:09:59,903 - mmdet - INFO - Epoch [27][1300/7330] lr: 1.000e-04, eta: 10:14:54, time: 0.460, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1594, s0.acc: 94.4724, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2200, s1.loss_cls: 0.0742, s1.acc: 94.7573, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1105, s2.loss_cls: 0.0368, s2.acc: 94.6395, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0524, loss: 1.0626 2022-06-16 07:10:22,569 - mmdet - INFO - Epoch [27][1350/7330] lr: 1.000e-04, eta: 10:14:27, time: 0.454, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1516, s0.acc: 94.6299, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2192, s1.loss_cls: 0.0704, s1.acc: 94.8800, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1108, s2.loss_cls: 0.0356, s2.acc: 94.7018, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0527, loss: 1.0605 2022-06-16 07:10:45,322 - mmdet - INFO - Epoch [27][1400/7330] lr: 1.000e-04, eta: 10:13:59, time: 0.455, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1535, s0.acc: 94.5906, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2256, s1.loss_cls: 0.0726, s1.acc: 94.7593, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1141, s2.loss_cls: 0.0361, s2.acc: 94.7383, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0540, loss: 1.0704 2022-06-16 07:11:08,794 - mmdet - INFO - Epoch [27][1450/7330] lr: 1.000e-04, eta: 10:13:32, time: 0.469, data_time: 0.025, memory: 16078, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1574, s0.acc: 94.4512, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2178, s1.loss_cls: 0.0732, s1.acc: 94.7140, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1104, s2.loss_cls: 0.0359, s2.acc: 94.6291, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0522, loss: 1.0631 2022-06-16 07:11:32,111 - mmdet - INFO - Epoch [27][1500/7330] lr: 1.000e-04, eta: 10:13:05, time: 0.466, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1589, s0.acc: 94.4512, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2287, s1.loss_cls: 0.0736, s1.acc: 94.7032, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1142, s2.loss_cls: 0.0362, s2.acc: 94.7349, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1032 2022-06-16 07:11:55,562 - mmdet - INFO - Epoch [27][1550/7330] lr: 1.000e-04, eta: 10:12:38, time: 0.469, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1568, s0.acc: 94.5474, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2246, s1.loss_cls: 0.0728, s1.acc: 94.7448, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1125, s2.loss_cls: 0.0356, s2.acc: 94.7264, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.0775 2022-06-16 07:12:18,586 - mmdet - INFO - Epoch [27][1600/7330] lr: 1.000e-04, eta: 10:12:11, time: 0.461, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1571, s0.acc: 94.5598, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2172, s1.loss_cls: 0.0734, s1.acc: 94.8259, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1109, s2.loss_cls: 0.0364, s2.acc: 94.7509, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0527, loss: 1.0624 2022-06-16 07:12:42,497 - mmdet - INFO - Epoch [27][1650/7330] lr: 1.000e-04, eta: 10:11:44, time: 0.478, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1633, s0.acc: 94.3584, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2226, s1.loss_cls: 0.0770, s1.acc: 94.5612, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1115, s2.loss_cls: 0.0380, s2.acc: 94.4478, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0527, loss: 1.0931 2022-06-16 07:13:06,083 - mmdet - INFO - Epoch [27][1700/7330] lr: 1.000e-04, eta: 10:11:17, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1598, s0.acc: 94.4131, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2147, s1.loss_cls: 0.0734, s1.acc: 94.8091, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1083, s2.loss_cls: 0.0364, s2.acc: 94.7221, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0511, loss: 1.0634 2022-06-16 07:13:29,711 - mmdet - INFO - Epoch [27][1750/7330] lr: 1.000e-04, eta: 10:10:50, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1519, s0.acc: 94.6992, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2243, s1.loss_cls: 0.0705, s1.acc: 94.9341, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1133, s2.loss_cls: 0.0348, s2.acc: 94.8343, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0541, loss: 1.0654 2022-06-16 07:13:52,661 - mmdet - INFO - Epoch [27][1800/7330] lr: 1.000e-04, eta: 10:10:23, time: 0.459, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1571, s0.acc: 94.5288, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2179, s1.loss_cls: 0.0732, s1.acc: 94.8188, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1108, s2.loss_cls: 0.0364, s2.acc: 94.7190, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0524, loss: 1.0628 2022-06-16 07:14:15,608 - mmdet - INFO - Epoch [27][1850/7330] lr: 1.000e-04, eta: 10:09:56, time: 0.459, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1507, s0.acc: 94.7151, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2150, s1.loss_cls: 0.0707, s1.acc: 94.9151, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1076, s2.loss_cls: 0.0346, s2.acc: 94.8229, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0506, loss: 1.0234 2022-06-16 07:14:38,687 - mmdet - INFO - Epoch [27][1900/7330] lr: 1.000e-04, eta: 10:09:28, time: 0.462, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1598, s0.acc: 94.3738, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2269, s1.loss_cls: 0.0753, s1.acc: 94.5539, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1131, s2.loss_cls: 0.0363, s2.acc: 94.6539, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0536, loss: 1.0865 2022-06-16 07:15:01,772 - mmdet - INFO - Epoch [27][1950/7330] lr: 1.000e-04, eta: 10:09:01, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1664, s0.acc: 94.3303, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2238, s1.loss_cls: 0.0775, s1.acc: 94.5684, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1137, s2.loss_cls: 0.0374, s2.acc: 94.5652, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.1046 2022-06-16 07:15:24,619 - mmdet - INFO - Epoch [27][2000/7330] lr: 1.000e-04, eta: 10:08:34, time: 0.457, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1553, s0.acc: 94.6069, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2209, s1.loss_cls: 0.0727, s1.acc: 94.8364, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1118, s2.loss_cls: 0.0352, s2.acc: 94.8751, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0529, loss: 1.0667 2022-06-16 07:15:47,815 - mmdet - INFO - Epoch [27][2050/7330] lr: 1.000e-04, eta: 10:08:07, time: 0.464, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1588, s0.acc: 94.4380, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2209, s1.loss_cls: 0.0742, s1.acc: 94.6312, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1116, s2.loss_cls: 0.0366, s2.acc: 94.5316, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.0832 2022-06-16 07:16:11,010 - mmdet - INFO - Epoch [27][2100/7330] lr: 1.000e-04, eta: 10:07:40, time: 0.464, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1679, s0.acc: 94.2266, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2263, s1.loss_cls: 0.0792, s1.acc: 94.4325, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1132, s2.loss_cls: 0.0385, s2.acc: 94.4562, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0538, loss: 1.1116 2022-06-16 07:16:33,902 - mmdet - INFO - Epoch [27][2150/7330] lr: 1.000e-04, eta: 10:07:12, time: 0.458, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1536, s0.acc: 94.5664, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2204, s1.loss_cls: 0.0718, s1.acc: 94.7807, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1111, s2.loss_cls: 0.0355, s2.acc: 94.7309, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.0595 2022-06-16 07:16:57,281 - mmdet - INFO - Epoch [27][2200/7330] lr: 1.000e-04, eta: 10:06:45, time: 0.467, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1678, s0.acc: 94.1748, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2217, s1.loss_cls: 0.0790, s1.acc: 94.3817, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1107, s2.loss_cls: 0.0387, s2.acc: 94.3431, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.1056 2022-06-16 07:17:20,773 - mmdet - INFO - Epoch [27][2250/7330] lr: 1.000e-04, eta: 10:06:18, time: 0.471, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1667, s0.acc: 94.2100, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2223, s1.loss_cls: 0.0787, s1.acc: 94.4103, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1112, s2.loss_cls: 0.0385, s2.acc: 94.3663, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0522, loss: 1.0881 2022-06-16 07:17:43,582 - mmdet - INFO - Epoch [27][2300/7330] lr: 1.000e-04, eta: 10:05:51, time: 0.456, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1605, s0.acc: 94.4656, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2239, s1.loss_cls: 0.0753, s1.acc: 94.6779, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1119, s2.loss_cls: 0.0370, s2.acc: 94.6765, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0532, loss: 1.0897 2022-06-16 07:18:06,801 - mmdet - INFO - Epoch [27][2350/7330] lr: 1.000e-04, eta: 10:05:24, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1596, s0.acc: 94.3555, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2222, s1.loss_cls: 0.0740, s1.acc: 94.6202, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1127, s2.loss_cls: 0.0367, s2.acc: 94.5054, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0530, loss: 1.0903 2022-06-16 07:18:29,739 - mmdet - INFO - Epoch [27][2400/7330] lr: 1.000e-04, eta: 10:04:57, time: 0.459, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1462, s0.acc: 94.8916, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2171, s1.loss_cls: 0.0682, s1.acc: 95.0145, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1083, s2.loss_cls: 0.0333, s2.acc: 95.0277, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0516, loss: 1.0240 2022-06-16 07:18:53,506 - mmdet - INFO - Epoch [27][2450/7330] lr: 1.000e-04, eta: 10:04:30, time: 0.475, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1536, s0.acc: 94.5620, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2142, s1.loss_cls: 0.0732, s1.acc: 94.6705, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1090, s2.loss_cls: 0.0358, s2.acc: 94.6703, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0516, loss: 1.0405 2022-06-16 07:19:16,417 - mmdet - INFO - Epoch [27][2500/7330] lr: 1.000e-04, eta: 10:04:03, time: 0.458, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1601, s0.acc: 94.5098, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2194, s1.loss_cls: 0.0746, s1.acc: 94.7414, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1107, s2.loss_cls: 0.0364, s2.acc: 94.7041, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0521, loss: 1.0655 2022-06-16 07:19:39,655 - mmdet - INFO - Epoch [27][2550/7330] lr: 1.000e-04, eta: 10:03:35, time: 0.465, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1541, s0.acc: 94.6296, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2186, s1.loss_cls: 0.0733, s1.acc: 94.7870, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1100, s2.loss_cls: 0.0355, s2.acc: 94.8946, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0521, loss: 1.0650 2022-06-16 07:20:02,854 - mmdet - INFO - Epoch [27][2600/7330] lr: 1.000e-04, eta: 10:03:08, time: 0.464, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1524, s0.acc: 94.5923, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2202, s1.loss_cls: 0.0703, s1.acc: 94.8519, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1121, s2.loss_cls: 0.0347, s2.acc: 94.8285, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0528, loss: 1.0590 2022-06-16 07:20:25,795 - mmdet - INFO - Epoch [27][2650/7330] lr: 1.000e-04, eta: 10:02:41, time: 0.459, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1539, s0.acc: 94.6179, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2238, s1.loss_cls: 0.0726, s1.acc: 94.7319, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1117, s2.loss_cls: 0.0356, s2.acc: 94.6516, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0527, loss: 1.0642 2022-06-16 07:20:48,691 - mmdet - INFO - Epoch [27][2700/7330] lr: 1.000e-04, eta: 10:02:14, time: 0.458, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1566, s0.acc: 94.4902, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2158, s1.loss_cls: 0.0727, s1.acc: 94.7263, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1087, s2.loss_cls: 0.0354, s2.acc: 94.8001, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0513, loss: 1.0614 2022-06-16 07:21:11,895 - mmdet - INFO - Epoch [27][2750/7330] lr: 1.000e-04, eta: 10:01:47, time: 0.464, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1539, s0.acc: 94.6150, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2221, s1.loss_cls: 0.0723, s1.acc: 94.8276, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1123, s2.loss_cls: 0.0354, s2.acc: 94.8279, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.0660 2022-06-16 07:21:34,752 - mmdet - INFO - Epoch [27][2800/7330] lr: 1.000e-04, eta: 10:01:19, time: 0.457, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1563, s0.acc: 94.6331, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2265, s1.loss_cls: 0.0725, s1.acc: 94.8961, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1131, s2.loss_cls: 0.0358, s2.acc: 94.7810, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0533, loss: 1.0775 2022-06-16 07:21:58,050 - mmdet - INFO - Epoch [27][2850/7330] lr: 1.000e-04, eta: 10:00:52, time: 0.465, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1603, s0.acc: 94.4702, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2248, s1.loss_cls: 0.0750, s1.acc: 94.6633, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1125, s2.loss_cls: 0.0372, s2.acc: 94.5215, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.0921 2022-06-16 07:22:21,330 - mmdet - INFO - Epoch [27][2900/7330] lr: 1.000e-04, eta: 10:00:25, time: 0.466, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1533, s0.acc: 94.5889, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2273, s1.loss_cls: 0.0718, s1.acc: 94.7657, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1145, s2.loss_cls: 0.0355, s2.acc: 94.6870, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.0778 2022-06-16 07:22:44,950 - mmdet - INFO - Epoch [27][2950/7330] lr: 1.000e-04, eta: 9:59:59, time: 0.472, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1552, s0.acc: 94.5598, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2221, s1.loss_cls: 0.0720, s1.acc: 94.7693, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1115, s2.loss_cls: 0.0358, s2.acc: 94.5607, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0696 2022-06-16 07:23:08,802 - mmdet - INFO - Epoch [27][3000/7330] lr: 1.000e-04, eta: 9:59:32, time: 0.477, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1598, s0.acc: 94.5103, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2189, s1.loss_cls: 0.0736, s1.acc: 94.8608, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1093, s2.loss_cls: 0.0358, s2.acc: 94.8293, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0519, loss: 1.0632 2022-06-16 07:23:33,143 - mmdet - INFO - Epoch [27][3050/7330] lr: 1.000e-04, eta: 9:59:06, time: 0.487, data_time: 0.024, memory: 16078, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1646, s0.acc: 94.3594, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2254, s1.loss_cls: 0.0773, s1.acc: 94.5843, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1141, s2.loss_cls: 0.0382, s2.acc: 94.5183, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0539, loss: 1.1026 2022-06-16 07:23:57,030 - mmdet - INFO - Epoch [27][3100/7330] lr: 1.000e-04, eta: 9:58:39, time: 0.477, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1541, s0.acc: 94.6506, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2202, s1.loss_cls: 0.0718, s1.acc: 94.8765, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1104, s2.loss_cls: 0.0351, s2.acc: 94.8589, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0518, loss: 1.0590 2022-06-16 07:24:20,867 - mmdet - INFO - Epoch [27][3150/7330] lr: 1.000e-04, eta: 9:58:12, time: 0.477, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1452, s0.acc: 94.8823, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2248, s1.loss_cls: 0.0673, s1.acc: 95.1632, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1130, s2.loss_cls: 0.0330, s2.acc: 95.1668, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0533, loss: 1.0348 2022-06-16 07:24:44,591 - mmdet - INFO - Epoch [27][3200/7330] lr: 1.000e-04, eta: 9:57:46, time: 0.474, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1559, s0.acc: 94.6494, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2198, s1.loss_cls: 0.0736, s1.acc: 94.8122, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1100, s2.loss_cls: 0.0356, s2.acc: 94.7647, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0520, loss: 1.0611 2022-06-16 07:25:07,900 - mmdet - INFO - Epoch [27][3250/7330] lr: 1.000e-04, eta: 9:57:19, time: 0.466, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1640, s0.acc: 94.2009, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2266, s1.loss_cls: 0.0758, s1.acc: 94.4306, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1144, s2.loss_cls: 0.0365, s2.acc: 94.5400, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0532, loss: 1.1006 2022-06-16 07:25:31,409 - mmdet - INFO - Epoch [27][3300/7330] lr: 1.000e-04, eta: 9:56:52, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1562, s0.acc: 94.5459, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2263, s1.loss_cls: 0.0727, s1.acc: 94.7746, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1148, s2.loss_cls: 0.0357, s2.acc: 94.6872, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0543, loss: 1.0769 2022-06-16 07:25:54,851 - mmdet - INFO - Epoch [27][3350/7330] lr: 1.000e-04, eta: 9:56:25, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1589, s0.acc: 94.3845, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2217, s1.loss_cls: 0.0746, s1.acc: 94.6278, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1128, s2.loss_cls: 0.0367, s2.acc: 94.5205, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.0856 2022-06-16 07:26:17,885 - mmdet - INFO - Epoch [27][3400/7330] lr: 1.000e-04, eta: 9:55:58, time: 0.460, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1547, s0.acc: 94.7087, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2183, s1.loss_cls: 0.0720, s1.acc: 94.9350, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1111, s2.loss_cls: 0.0352, s2.acc: 94.9627, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0527, loss: 1.0551 2022-06-16 07:26:41,367 - mmdet - INFO - Epoch [27][3450/7330] lr: 1.000e-04, eta: 9:55:31, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1554, s0.acc: 94.5562, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2218, s1.loss_cls: 0.0728, s1.acc: 94.8075, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1113, s2.loss_cls: 0.0350, s2.acc: 94.8244, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0526, loss: 1.0673 2022-06-16 07:27:04,292 - mmdet - INFO - Epoch [27][3500/7330] lr: 1.000e-04, eta: 9:55:04, time: 0.458, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1510, s0.acc: 94.7085, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2230, s1.loss_cls: 0.0699, s1.acc: 94.9279, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1134, s2.loss_cls: 0.0351, s2.acc: 94.7905, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.0596 2022-06-16 07:27:27,445 - mmdet - INFO - Epoch [27][3550/7330] lr: 1.000e-04, eta: 9:54:36, time: 0.463, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1529, s0.acc: 94.8005, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2196, s1.loss_cls: 0.0726, s1.acc: 94.9602, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1105, s2.loss_cls: 0.0360, s2.acc: 94.8780, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0515, loss: 1.0439 2022-06-16 07:27:50,921 - mmdet - INFO - Epoch [27][3600/7330] lr: 1.000e-04, eta: 9:54:10, time: 0.467, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1626, s0.acc: 94.3323, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2264, s1.loss_cls: 0.0760, s1.acc: 94.5051, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1152, s2.loss_cls: 0.0370, s2.acc: 94.5056, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0546, loss: 1.1012 2022-06-16 07:28:13,983 - mmdet - INFO - Epoch [27][3650/7330] lr: 1.000e-04, eta: 9:53:42, time: 0.464, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1567, s0.acc: 94.5115, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2260, s1.loss_cls: 0.0749, s1.acc: 94.7047, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1138, s2.loss_cls: 0.0372, s2.acc: 94.5489, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.0814 2022-06-16 07:28:36,798 - mmdet - INFO - Epoch [27][3700/7330] lr: 1.000e-04, eta: 9:53:15, time: 0.456, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1624, s0.acc: 94.3530, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2200, s1.loss_cls: 0.0755, s1.acc: 94.5895, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1107, s2.loss_cls: 0.0367, s2.acc: 94.5462, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.0880 2022-06-16 07:28:59,980 - mmdet - INFO - Epoch [27][3750/7330] lr: 1.000e-04, eta: 9:52:48, time: 0.464, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1490, s0.acc: 94.7744, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2267, s1.loss_cls: 0.0694, s1.acc: 94.9348, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1131, s2.loss_cls: 0.0343, s2.acc: 94.8724, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0533, loss: 1.0521 2022-06-16 07:29:23,590 - mmdet - INFO - Epoch [27][3800/7330] lr: 1.000e-04, eta: 9:52:21, time: 0.472, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1660, s0.acc: 94.2402, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2229, s1.loss_cls: 0.0775, s1.acc: 94.4950, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1114, s2.loss_cls: 0.0381, s2.acc: 94.5166, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.1026 2022-06-16 07:29:46,948 - mmdet - INFO - Epoch [27][3850/7330] lr: 1.000e-04, eta: 9:51:55, time: 0.467, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1551, s0.acc: 94.5752, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2265, s1.loss_cls: 0.0722, s1.acc: 94.7955, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1139, s2.loss_cls: 0.0357, s2.acc: 94.7527, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0540, loss: 1.0738 2022-06-16 07:30:10,371 - mmdet - INFO - Epoch [27][3900/7330] lr: 1.000e-04, eta: 9:51:28, time: 0.469, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1612, s0.acc: 94.4438, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2265, s1.loss_cls: 0.0756, s1.acc: 94.6307, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1143, s2.loss_cls: 0.0365, s2.acc: 94.6494, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0533, loss: 1.0824 2022-06-16 07:30:33,690 - mmdet - INFO - Epoch [27][3950/7330] lr: 1.000e-04, eta: 9:51:01, time: 0.466, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1580, s0.acc: 94.4136, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2230, s1.loss_cls: 0.0734, s1.acc: 94.6795, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1122, s2.loss_cls: 0.0363, s2.acc: 94.5748, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0529, loss: 1.0813 2022-06-16 07:30:57,216 - mmdet - INFO - Epoch [27][4000/7330] lr: 1.000e-04, eta: 9:50:34, time: 0.471, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1611, s0.acc: 94.4268, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2192, s1.loss_cls: 0.0747, s1.acc: 94.7142, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1114, s2.loss_cls: 0.0365, s2.acc: 94.6873, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.0839 2022-06-16 07:31:20,930 - mmdet - INFO - Epoch [27][4050/7330] lr: 1.000e-04, eta: 9:50:07, time: 0.474, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1660, s0.acc: 94.2131, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2202, s1.loss_cls: 0.0773, s1.acc: 94.4179, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1108, s2.loss_cls: 0.0377, s2.acc: 94.4144, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0928 2022-06-16 07:31:44,530 - mmdet - INFO - Epoch [27][4100/7330] lr: 1.000e-04, eta: 9:49:40, time: 0.472, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1580, s0.acc: 94.5442, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2225, s1.loss_cls: 0.0744, s1.acc: 94.7229, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1130, s2.loss_cls: 0.0365, s2.acc: 94.5607, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0535, loss: 1.0780 2022-06-16 07:32:08,094 - mmdet - INFO - Epoch [27][4150/7330] lr: 1.000e-04, eta: 9:49:14, time: 0.471, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1606, s0.acc: 94.3440, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2226, s1.loss_cls: 0.0762, s1.acc: 94.5349, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1125, s2.loss_cls: 0.0376, s2.acc: 94.4699, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0530, loss: 1.0926 2022-06-16 07:32:31,425 - mmdet - INFO - Epoch [27][4200/7330] lr: 1.000e-04, eta: 9:48:47, time: 0.467, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1593, s0.acc: 94.4460, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2245, s1.loss_cls: 0.0751, s1.acc: 94.6270, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1127, s2.loss_cls: 0.0369, s2.acc: 94.5760, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0537, loss: 1.0892 2022-06-16 07:32:54,469 - mmdet - INFO - Epoch [27][4250/7330] lr: 1.000e-04, eta: 9:48:20, time: 0.461, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1575, s0.acc: 94.5249, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2203, s1.loss_cls: 0.0754, s1.acc: 94.6165, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1100, s2.loss_cls: 0.0369, s2.acc: 94.6145, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0520, loss: 1.0601 2022-06-16 07:33:17,693 - mmdet - INFO - Epoch [27][4300/7330] lr: 1.000e-04, eta: 9:47:53, time: 0.465, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1553, s0.acc: 94.5952, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2243, s1.loss_cls: 0.0726, s1.acc: 94.8742, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1126, s2.loss_cls: 0.0360, s2.acc: 94.7306, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.0754 2022-06-16 07:33:41,239 - mmdet - INFO - Epoch [27][4350/7330] lr: 1.000e-04, eta: 9:47:26, time: 0.471, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1622, s0.acc: 94.3914, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2206, s1.loss_cls: 0.0758, s1.acc: 94.6294, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1111, s2.loss_cls: 0.0371, s2.acc: 94.5758, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0530, loss: 1.0899 2022-06-16 07:34:04,921 - mmdet - INFO - Epoch [27][4400/7330] lr: 1.000e-04, eta: 9:46:59, time: 0.473, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1544, s0.acc: 94.5938, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2147, s1.loss_cls: 0.0720, s1.acc: 94.8413, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1079, s2.loss_cls: 0.0357, s2.acc: 94.7610, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 1.0474 2022-06-16 07:34:28,471 - mmdet - INFO - Epoch [27][4450/7330] lr: 1.000e-04, eta: 9:46:32, time: 0.471, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1566, s0.acc: 94.5156, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2214, s1.loss_cls: 0.0733, s1.acc: 94.6886, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1115, s2.loss_cls: 0.0361, s2.acc: 94.5782, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0524, loss: 1.0680 2022-06-16 07:34:51,569 - mmdet - INFO - Epoch [27][4500/7330] lr: 1.000e-04, eta: 9:46:05, time: 0.461, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1594, s0.acc: 94.4424, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2189, s1.loss_cls: 0.0741, s1.acc: 94.6433, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1102, s2.loss_cls: 0.0363, s2.acc: 94.6016, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0520, loss: 1.0754 2022-06-16 07:35:14,882 - mmdet - INFO - Epoch [27][4550/7330] lr: 1.000e-04, eta: 9:45:39, time: 0.467, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1599, s0.acc: 94.4351, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2195, s1.loss_cls: 0.0747, s1.acc: 94.6974, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1097, s2.loss_cls: 0.0373, s2.acc: 94.5374, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0517, loss: 1.0830 2022-06-16 07:35:38,426 - mmdet - INFO - Epoch [27][4600/7330] lr: 1.000e-04, eta: 9:45:12, time: 0.470, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1501, s0.acc: 94.5898, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2219, s1.loss_cls: 0.0702, s1.acc: 94.8766, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1113, s2.loss_cls: 0.0348, s2.acc: 94.8185, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.0534 2022-06-16 07:36:01,710 - mmdet - INFO - Epoch [27][4650/7330] lr: 1.000e-04, eta: 9:44:45, time: 0.466, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1581, s0.acc: 94.5068, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2162, s1.loss_cls: 0.0741, s1.acc: 94.7111, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1092, s2.loss_cls: 0.0366, s2.acc: 94.5350, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0515, loss: 1.0580 2022-06-16 07:36:24,780 - mmdet - INFO - Epoch [27][4700/7330] lr: 1.000e-04, eta: 9:44:18, time: 0.462, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1597, s0.acc: 94.4634, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2174, s1.loss_cls: 0.0741, s1.acc: 94.7356, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1092, s2.loss_cls: 0.0366, s2.acc: 94.5605, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0517, loss: 1.0659 2022-06-16 07:36:48,411 - mmdet - INFO - Epoch [27][4750/7330] lr: 1.000e-04, eta: 9:43:51, time: 0.473, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1551, s0.acc: 94.5898, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2228, s1.loss_cls: 0.0719, s1.acc: 94.8646, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1121, s2.loss_cls: 0.0357, s2.acc: 94.7017, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.0718 2022-06-16 07:37:11,505 - mmdet - INFO - Epoch [27][4800/7330] lr: 1.000e-04, eta: 9:43:24, time: 0.462, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1574, s0.acc: 94.5225, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2276, s1.loss_cls: 0.0746, s1.acc: 94.6791, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1141, s2.loss_cls: 0.0370, s2.acc: 94.5629, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0538, loss: 1.0716 2022-06-16 07:37:34,969 - mmdet - INFO - Epoch [27][4850/7330] lr: 1.000e-04, eta: 9:42:57, time: 0.469, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1587, s0.acc: 94.5408, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2252, s1.loss_cls: 0.0732, s1.acc: 94.8032, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1131, s2.loss_cls: 0.0354, s2.acc: 94.8509, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0540, loss: 1.0841 2022-06-16 07:37:57,895 - mmdet - INFO - Epoch [27][4900/7330] lr: 1.000e-04, eta: 9:42:30, time: 0.458, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1517, s0.acc: 94.7285, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2192, s1.loss_cls: 0.0720, s1.acc: 94.8873, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1108, s2.loss_cls: 0.0354, s2.acc: 94.7950, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0521, loss: 1.0516 2022-06-16 07:38:21,724 - mmdet - INFO - Epoch [27][4950/7330] lr: 1.000e-04, eta: 9:42:04, time: 0.477, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1567, s0.acc: 94.5198, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2239, s1.loss_cls: 0.0730, s1.acc: 94.7555, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1125, s2.loss_cls: 0.0358, s2.acc: 94.7880, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.0723 2022-06-16 07:38:45,599 - mmdet - INFO - Epoch [27][5000/7330] lr: 1.000e-04, eta: 9:41:37, time: 0.478, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1659, s0.acc: 94.1685, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2205, s1.loss_cls: 0.0768, s1.acc: 94.5130, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1109, s2.loss_cls: 0.0376, s2.acc: 94.4636, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0524, loss: 1.0994 2022-06-16 07:39:09,277 - mmdet - INFO - Epoch [27][5050/7330] lr: 1.000e-04, eta: 9:41:10, time: 0.471, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1650, s0.acc: 94.2073, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2271, s1.loss_cls: 0.0767, s1.acc: 94.4086, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1119, s2.loss_cls: 0.0369, s2.acc: 94.4932, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0923 2022-06-16 07:39:32,621 - mmdet - INFO - Epoch [27][5100/7330] lr: 1.000e-04, eta: 9:40:44, time: 0.470, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1659, s0.acc: 94.1599, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2272, s1.loss_cls: 0.0777, s1.acc: 94.4203, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1130, s2.loss_cls: 0.0375, s2.acc: 94.4168, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.1077 2022-06-16 07:39:55,892 - mmdet - INFO - Epoch [27][5150/7330] lr: 1.000e-04, eta: 9:40:17, time: 0.465, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1551, s0.acc: 94.5137, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2143, s1.loss_cls: 0.0724, s1.acc: 94.7741, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1091, s2.loss_cls: 0.0360, s2.acc: 94.6253, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0516, loss: 1.0497 2022-06-16 07:40:18,798 - mmdet - INFO - Epoch [27][5200/7330] lr: 1.000e-04, eta: 9:39:50, time: 0.458, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1547, s0.acc: 94.5366, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2244, s1.loss_cls: 0.0723, s1.acc: 94.8091, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1127, s2.loss_cls: 0.0358, s2.acc: 94.7926, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.0757 2022-06-16 07:40:41,980 - mmdet - INFO - Epoch [27][5250/7330] lr: 1.000e-04, eta: 9:39:23, time: 0.464, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1629, s0.acc: 94.3577, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2210, s1.loss_cls: 0.0772, s1.acc: 94.5688, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1116, s2.loss_cls: 0.0381, s2.acc: 94.4749, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0527, loss: 1.0878 2022-06-16 07:41:04,970 - mmdet - INFO - Epoch [27][5300/7330] lr: 1.000e-04, eta: 9:38:56, time: 0.460, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1610, s0.acc: 94.5193, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2172, s1.loss_cls: 0.0756, s1.acc: 94.6807, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1107, s2.loss_cls: 0.0371, s2.acc: 94.5897, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0774 2022-06-16 07:41:28,641 - mmdet - INFO - Epoch [27][5350/7330] lr: 1.000e-04, eta: 9:38:29, time: 0.473, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1575, s0.acc: 94.4568, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2222, s1.loss_cls: 0.0745, s1.acc: 94.6886, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1117, s2.loss_cls: 0.0368, s2.acc: 94.5520, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0528, loss: 1.0749 2022-06-16 07:41:51,985 - mmdet - INFO - Epoch [27][5400/7330] lr: 1.000e-04, eta: 9:38:02, time: 0.467, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1655, s0.acc: 94.2161, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2319, s1.loss_cls: 0.0784, s1.acc: 94.3162, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1160, s2.loss_cls: 0.0378, s2.acc: 94.3763, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0547, loss: 1.1200 2022-06-16 07:42:16,201 - mmdet - INFO - Epoch [27][5450/7330] lr: 1.000e-04, eta: 9:37:36, time: 0.485, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1641, s0.acc: 94.3916, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2241, s1.loss_cls: 0.0773, s1.acc: 94.6167, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1119, s2.loss_cls: 0.0377, s2.acc: 94.5859, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0839 2022-06-16 07:42:40,169 - mmdet - INFO - Epoch [27][5500/7330] lr: 1.000e-04, eta: 9:37:09, time: 0.479, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1591, s0.acc: 94.4507, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2205, s1.loss_cls: 0.0752, s1.acc: 94.6762, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1117, s2.loss_cls: 0.0364, s2.acc: 94.6794, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0526, loss: 1.0727 2022-06-16 07:43:04,322 - mmdet - INFO - Epoch [27][5550/7330] lr: 1.000e-04, eta: 9:36:43, time: 0.483, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1601, s0.acc: 94.4490, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2205, s1.loss_cls: 0.0750, s1.acc: 94.6661, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1121, s2.loss_cls: 0.0361, s2.acc: 94.7363, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.0817 2022-06-16 07:43:27,778 - mmdet - INFO - Epoch [27][5600/7330] lr: 1.000e-04, eta: 9:36:16, time: 0.469, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1631, s0.acc: 94.4666, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2221, s1.loss_cls: 0.0766, s1.acc: 94.6559, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1120, s2.loss_cls: 0.0378, s2.acc: 94.4188, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0531, loss: 1.0921 2022-06-16 07:43:51,397 - mmdet - INFO - Epoch [27][5650/7330] lr: 1.000e-04, eta: 9:35:50, time: 0.472, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1574, s0.acc: 94.4500, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2208, s1.loss_cls: 0.0738, s1.acc: 94.6903, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1121, s2.loss_cls: 0.0361, s2.acc: 94.5690, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0526, loss: 1.0745 2022-06-16 07:44:14,508 - mmdet - INFO - Epoch [27][5700/7330] lr: 1.000e-04, eta: 9:35:23, time: 0.463, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1597, s0.acc: 94.3982, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2255, s1.loss_cls: 0.0743, s1.acc: 94.6420, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1136, s2.loss_cls: 0.0370, s2.acc: 94.5254, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0534, loss: 1.0959 2022-06-16 07:44:37,895 - mmdet - INFO - Epoch [27][5750/7330] lr: 1.000e-04, eta: 9:34:56, time: 0.468, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1505, s0.acc: 94.6914, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2180, s1.loss_cls: 0.0710, s1.acc: 94.9002, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1099, s2.loss_cls: 0.0356, s2.acc: 94.8373, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0516, loss: 1.0501 2022-06-16 07:45:01,778 - mmdet - INFO - Epoch [27][5800/7330] lr: 1.000e-04, eta: 9:34:29, time: 0.478, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1622, s0.acc: 94.3794, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2242, s1.loss_cls: 0.0766, s1.acc: 94.5382, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1129, s2.loss_cls: 0.0376, s2.acc: 94.4553, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.0902 2022-06-16 07:45:25,782 - mmdet - INFO - Epoch [27][5850/7330] lr: 1.000e-04, eta: 9:34:03, time: 0.480, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1662, s0.acc: 94.2412, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2222, s1.loss_cls: 0.0788, s1.acc: 94.2608, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1113, s2.loss_cls: 0.0384, s2.acc: 94.2829, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0521, loss: 1.1032 2022-06-16 07:45:49,513 - mmdet - INFO - Epoch [27][5900/7330] lr: 1.000e-04, eta: 9:33:36, time: 0.475, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1589, s0.acc: 94.4731, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2212, s1.loss_cls: 0.0754, s1.acc: 94.5589, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1105, s2.loss_cls: 0.0369, s2.acc: 94.4416, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0521, loss: 1.0729 2022-06-16 07:46:13,389 - mmdet - INFO - Epoch [27][5950/7330] lr: 1.000e-04, eta: 9:33:10, time: 0.478, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1592, s0.acc: 94.4001, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2249, s1.loss_cls: 0.0743, s1.acc: 94.6657, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1119, s2.loss_cls: 0.0366, s2.acc: 94.6035, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.0851 2022-06-16 07:46:36,926 - mmdet - INFO - Epoch [27][6000/7330] lr: 1.000e-04, eta: 9:32:43, time: 0.471, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1621, s0.acc: 94.3628, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2183, s1.loss_cls: 0.0751, s1.acc: 94.6398, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1104, s2.loss_cls: 0.0367, s2.acc: 94.5674, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0524, loss: 1.0778 2022-06-16 07:47:00,469 - mmdet - INFO - Epoch [27][6050/7330] lr: 1.000e-04, eta: 9:32:16, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1645, s0.acc: 94.3938, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2253, s1.loss_cls: 0.0772, s1.acc: 94.5561, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1123, s2.loss_cls: 0.0377, s2.acc: 94.5230, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0529, loss: 1.0873 2022-06-16 07:47:24,017 - mmdet - INFO - Epoch [27][6100/7330] lr: 1.000e-04, eta: 9:31:50, time: 0.471, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1636, s0.acc: 94.3057, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2203, s1.loss_cls: 0.0765, s1.acc: 94.5071, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1113, s2.loss_cls: 0.0378, s2.acc: 94.4281, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0526, loss: 1.0901 2022-06-16 07:47:47,528 - mmdet - INFO - Epoch [27][6150/7330] lr: 1.000e-04, eta: 9:31:23, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1662, s0.acc: 94.1626, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2288, s1.loss_cls: 0.0790, s1.acc: 94.2685, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1153, s2.loss_cls: 0.0383, s2.acc: 94.3493, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0544, loss: 1.1123 2022-06-16 07:48:11,164 - mmdet - INFO - Epoch [27][6200/7330] lr: 1.000e-04, eta: 9:30:56, time: 0.473, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1568, s0.acc: 94.5251, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2242, s1.loss_cls: 0.0749, s1.acc: 94.6024, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1131, s2.loss_cls: 0.0368, s2.acc: 94.5312, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0535, loss: 1.0784 2022-06-16 07:48:34,172 - mmdet - INFO - Epoch [27][6250/7330] lr: 1.000e-04, eta: 9:30:29, time: 0.460, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1594, s0.acc: 94.4031, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2232, s1.loss_cls: 0.0743, s1.acc: 94.6238, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1121, s2.loss_cls: 0.0368, s2.acc: 94.5448, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0531, loss: 1.0811 2022-06-16 07:48:58,409 - mmdet - INFO - Epoch [27][6300/7330] lr: 1.000e-04, eta: 9:30:03, time: 0.485, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1564, s0.acc: 94.6074, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2198, s1.loss_cls: 0.0733, s1.acc: 94.7287, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1106, s2.loss_cls: 0.0359, s2.acc: 94.7576, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0521, loss: 1.0515 2022-06-16 07:49:21,747 - mmdet - INFO - Epoch [27][6350/7330] lr: 1.000e-04, eta: 9:29:36, time: 0.467, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1510, s0.acc: 94.6982, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2199, s1.loss_cls: 0.0707, s1.acc: 94.9825, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1103, s2.loss_cls: 0.0346, s2.acc: 94.9807, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0521, loss: 1.0451 2022-06-16 07:49:45,297 - mmdet - INFO - Epoch [27][6400/7330] lr: 1.000e-04, eta: 9:29:10, time: 0.471, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1644, s0.acc: 94.2759, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2227, s1.loss_cls: 0.0767, s1.acc: 94.4822, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1118, s2.loss_cls: 0.0376, s2.acc: 94.4608, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0527, loss: 1.0902 2022-06-16 07:50:08,328 - mmdet - INFO - Epoch [27][6450/7330] lr: 1.000e-04, eta: 9:28:43, time: 0.461, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1607, s0.acc: 94.4541, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2181, s1.loss_cls: 0.0752, s1.acc: 94.7159, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1094, s2.loss_cls: 0.0371, s2.acc: 94.5688, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0513, loss: 1.0652 2022-06-16 07:50:31,826 - mmdet - INFO - Epoch [27][6500/7330] lr: 1.000e-04, eta: 9:28:16, time: 0.470, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1628, s0.acc: 94.3398, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2224, s1.loss_cls: 0.0752, s1.acc: 94.5978, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1118, s2.loss_cls: 0.0366, s2.acc: 94.5412, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0531, loss: 1.0834 2022-06-16 07:50:55,229 - mmdet - INFO - Epoch [27][6550/7330] lr: 1.000e-04, eta: 9:27:49, time: 0.468, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1503, s0.acc: 94.6917, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2186, s1.loss_cls: 0.0712, s1.acc: 94.8157, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1108, s2.loss_cls: 0.0354, s2.acc: 94.6945, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0524, loss: 1.0597 2022-06-16 07:51:19,253 - mmdet - INFO - Epoch [27][6600/7330] lr: 1.000e-04, eta: 9:27:23, time: 0.480, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1630, s0.acc: 94.3115, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2254, s1.loss_cls: 0.0757, s1.acc: 94.5460, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1140, s2.loss_cls: 0.0373, s2.acc: 94.4195, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1055 2022-06-16 07:51:42,749 - mmdet - INFO - Epoch [27][6650/7330] lr: 1.000e-04, eta: 9:26:56, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1732, s0.acc: 93.9260, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2270, s1.loss_cls: 0.0813, s1.acc: 94.2048, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1131, s2.loss_cls: 0.0400, s2.acc: 94.1192, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.1440 2022-06-16 07:52:05,648 - mmdet - INFO - Epoch [27][6700/7330] lr: 1.000e-04, eta: 9:26:29, time: 0.459, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1615, s0.acc: 94.3574, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2246, s1.loss_cls: 0.0763, s1.acc: 94.5106, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1130, s2.loss_cls: 0.0375, s2.acc: 94.3662, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.1020 2022-06-16 07:52:28,748 - mmdet - INFO - Epoch [27][6750/7330] lr: 1.000e-04, eta: 9:26:02, time: 0.462, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1545, s0.acc: 94.5840, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2244, s1.loss_cls: 0.0732, s1.acc: 94.7518, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1124, s2.loss_cls: 0.0360, s2.acc: 94.5903, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0532, loss: 1.0675 2022-06-16 07:52:51,626 - mmdet - INFO - Epoch [27][6800/7330] lr: 1.000e-04, eta: 9:25:35, time: 0.458, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1520, s0.acc: 94.7222, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2191, s1.loss_cls: 0.0704, s1.acc: 94.9771, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1093, s2.loss_cls: 0.0345, s2.acc: 94.8727, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0518, loss: 1.0404 2022-06-16 07:53:14,456 - mmdet - INFO - Epoch [27][6850/7330] lr: 1.000e-04, eta: 9:25:08, time: 0.457, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1611, s0.acc: 94.3850, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2248, s1.loss_cls: 0.0752, s1.acc: 94.6400, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1125, s2.loss_cls: 0.0370, s2.acc: 94.5407, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0531, loss: 1.0855 2022-06-16 07:53:37,342 - mmdet - INFO - Epoch [27][6900/7330] lr: 1.000e-04, eta: 9:24:41, time: 0.458, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1543, s0.acc: 94.5869, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2187, s1.loss_cls: 0.0721, s1.acc: 94.8591, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1109, s2.loss_cls: 0.0350, s2.acc: 94.8522, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0625 2022-06-16 07:54:00,267 - mmdet - INFO - Epoch [27][6950/7330] lr: 1.000e-04, eta: 9:24:14, time: 0.459, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1590, s0.acc: 94.5010, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2209, s1.loss_cls: 0.0746, s1.acc: 94.7366, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1109, s2.loss_cls: 0.0361, s2.acc: 94.7365, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0525, loss: 1.0715 2022-06-16 07:54:23,708 - mmdet - INFO - Epoch [27][7000/7330] lr: 1.000e-04, eta: 9:23:48, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1550, s0.acc: 94.6318, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2204, s1.loss_cls: 0.0723, s1.acc: 94.8497, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1112, s2.loss_cls: 0.0355, s2.acc: 94.7746, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0524, loss: 1.0588 2022-06-16 07:54:47,074 - mmdet - INFO - Epoch [27][7050/7330] lr: 1.000e-04, eta: 9:23:21, time: 0.467, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1622, s0.acc: 94.3108, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2229, s1.loss_cls: 0.0764, s1.acc: 94.5330, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1128, s2.loss_cls: 0.0373, s2.acc: 94.5016, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0533, loss: 1.0879 2022-06-16 07:55:10,202 - mmdet - INFO - Epoch [27][7100/7330] lr: 1.000e-04, eta: 9:22:54, time: 0.462, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1583, s0.acc: 94.5559, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2247, s1.loss_cls: 0.0745, s1.acc: 94.7765, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1123, s2.loss_cls: 0.0361, s2.acc: 94.7491, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0530, loss: 1.0731 2022-06-16 07:55:33,940 - mmdet - INFO - Epoch [27][7150/7330] lr: 1.000e-04, eta: 9:22:28, time: 0.475, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1667, s0.acc: 94.2441, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2276, s1.loss_cls: 0.0783, s1.acc: 94.4088, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1140, s2.loss_cls: 0.0384, s2.acc: 94.2927, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0533, loss: 1.1116 2022-06-16 07:55:57,360 - mmdet - INFO - Epoch [27][7200/7330] lr: 1.000e-04, eta: 9:22:01, time: 0.468, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1655, s0.acc: 94.3252, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2308, s1.loss_cls: 0.0763, s1.acc: 94.5888, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1149, s2.loss_cls: 0.0369, s2.acc: 94.7210, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0541, loss: 1.1033 2022-06-16 07:56:20,654 - mmdet - INFO - Epoch [27][7250/7330] lr: 1.000e-04, eta: 9:21:34, time: 0.466, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1555, s0.acc: 94.5981, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2200, s1.loss_cls: 0.0720, s1.acc: 94.8714, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1090, s2.loss_cls: 0.0352, s2.acc: 94.8215, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0514, loss: 1.0510 2022-06-16 07:56:43,508 - mmdet - INFO - Epoch [27][7300/7330] lr: 1.000e-04, eta: 9:21:07, time: 0.457, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1583, s0.acc: 94.3972, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2266, s1.loss_cls: 0.0746, s1.acc: 94.5650, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1150, s2.loss_cls: 0.0368, s2.acc: 94.5006, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0543, loss: 1.0957 2022-06-16 07:57:14,746 - mmdet - INFO - Saving checkpoint at 27 epochs 2022-06-16 07:59:49,459 - mmdet - INFO - Evaluating bbox... 2022-06-16 08:00:16,508 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.474 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.658 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.514 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.313 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.504 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.621 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.434 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.647 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.755 2022-06-16 08:00:16,509 - mmdet - INFO - Evaluating segm... 2022-06-16 08:00:49,486 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.408 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.632 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.440 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.224 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.437 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.352 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.687 2022-06-16 08:00:49,965 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 08:00:49,965 - mmdet - INFO - Epoch(val) [27][625] bbox_mAP: 0.4740, bbox_mAP_50: 0.6580, bbox_mAP_75: 0.5140, bbox_mAP_s: 0.3130, bbox_mAP_m: 0.5040, bbox_mAP_l: 0.6210, bbox_mAP_copypaste: 0.474 0.658 0.514 0.313 0.504 0.621, segm_mAP: 0.4080, segm_mAP_50: 0.6320, segm_mAP_75: 0.4400, segm_mAP_s: 0.2240, segm_mAP_m: 0.4370, segm_mAP_l: 0.5890, segm_mAP_copypaste: 0.408 0.632 0.440 0.224 0.437 0.589 2022-06-16 08:05:35,430 - mmdet - INFO - Epoch [28][50/7330] lr: 1.000e-05, eta: 9:22:44, time: 5.709, data_time: 5.229, memory: 16078, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1519, s0.acc: 94.7822, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2196, s1.loss_cls: 0.0704, s1.acc: 95.0844, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1114, s2.loss_cls: 0.0341, s2.acc: 95.0463, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0530, loss: 1.0375 2022-06-16 08:05:59,466 - mmdet - INFO - Epoch [28][100/7330] lr: 1.000e-05, eta: 9:22:17, time: 0.481, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1517, s0.acc: 94.5647, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2206, s1.loss_cls: 0.0710, s1.acc: 94.8225, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1104, s2.loss_cls: 0.0353, s2.acc: 94.7423, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0523, loss: 1.0646 2022-06-16 08:06:23,896 - mmdet - INFO - Epoch [28][150/7330] lr: 1.000e-05, eta: 9:21:51, time: 0.489, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1501, s0.acc: 94.6562, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2169, s1.loss_cls: 0.0694, s1.acc: 94.9171, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1102, s2.loss_cls: 0.0340, s2.acc: 94.8578, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0521, loss: 1.0471 2022-06-16 08:06:48,223 - mmdet - INFO - Epoch [28][200/7330] lr: 1.000e-05, eta: 9:21:25, time: 0.486, data_time: 0.023, memory: 16078, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1529, s0.acc: 94.4976, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2186, s1.loss_cls: 0.0708, s1.acc: 94.8200, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1106, s2.loss_cls: 0.0348, s2.acc: 94.6858, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0521, loss: 1.0648 2022-06-16 08:07:12,381 - mmdet - INFO - Epoch [28][250/7330] lr: 1.000e-05, eta: 9:20:58, time: 0.483, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1447, s0.acc: 94.9443, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2143, s1.loss_cls: 0.0670, s1.acc: 95.2157, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1097, s2.loss_cls: 0.0327, s2.acc: 95.1856, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0520, loss: 1.0279 2022-06-16 08:07:37,123 - mmdet - INFO - Epoch [28][300/7330] lr: 1.000e-05, eta: 9:20:32, time: 0.495, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1413, s0.acc: 94.9565, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2091, s1.loss_cls: 0.0650, s1.acc: 95.2758, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1069, s2.loss_cls: 0.0324, s2.acc: 95.1451, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0509, loss: 1.0079 2022-06-16 08:08:01,808 - mmdet - INFO - Epoch [28][350/7330] lr: 1.000e-05, eta: 9:20:06, time: 0.494, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1486, s0.acc: 94.6748, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2122, s1.loss_cls: 0.0696, s1.acc: 94.9707, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1079, s2.loss_cls: 0.0344, s2.acc: 94.8566, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0513, loss: 1.0424 2022-06-16 08:08:26,128 - mmdet - INFO - Epoch [28][400/7330] lr: 1.000e-05, eta: 9:19:40, time: 0.486, data_time: 0.024, memory: 16078, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1416, s0.acc: 95.1252, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2150, s1.loss_cls: 0.0655, s1.acc: 95.4174, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1086, s2.loss_cls: 0.0323, s2.acc: 95.2940, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0513, loss: 1.0043 2022-06-16 08:08:49,934 - mmdet - INFO - Epoch [28][450/7330] lr: 1.000e-05, eta: 9:19:13, time: 0.476, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1369, s0.acc: 95.1406, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2126, s1.loss_cls: 0.0635, s1.acc: 95.3899, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1078, s2.loss_cls: 0.0316, s2.acc: 95.2727, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0514, loss: 0.9965 2022-06-16 08:09:13,154 - mmdet - INFO - Epoch [28][500/7330] lr: 1.000e-05, eta: 9:18:46, time: 0.464, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1424, s0.acc: 94.8472, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2131, s1.loss_cls: 0.0666, s1.acc: 95.1124, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1079, s2.loss_cls: 0.0329, s2.acc: 94.9853, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0512, loss: 1.0266 2022-06-16 08:09:36,056 - mmdet - INFO - Epoch [28][550/7330] lr: 1.000e-05, eta: 9:18:19, time: 0.458, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1366, s0.acc: 95.0908, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2105, s1.loss_cls: 0.0641, s1.acc: 95.3059, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1069, s2.loss_cls: 0.0315, s2.acc: 95.2480, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0507, loss: 0.9938 2022-06-16 08:09:59,125 - mmdet - INFO - Epoch [28][600/7330] lr: 1.000e-05, eta: 9:17:52, time: 0.461, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1359, s0.acc: 95.1897, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2123, s1.loss_cls: 0.0626, s1.acc: 95.4642, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1074, s2.loss_cls: 0.0309, s2.acc: 95.4090, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0510, loss: 0.9935 2022-06-16 08:10:23,201 - mmdet - INFO - Epoch [28][650/7330] lr: 1.000e-05, eta: 9:17:26, time: 0.482, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1363, s0.acc: 95.0256, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2076, s1.loss_cls: 0.0626, s1.acc: 95.3810, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1060, s2.loss_cls: 0.0313, s2.acc: 95.2748, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0503, loss: 0.9906 2022-06-16 08:10:46,628 - mmdet - INFO - Epoch [28][700/7330] lr: 1.000e-05, eta: 9:16:59, time: 0.469, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1436, s0.acc: 94.8508, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2124, s1.loss_cls: 0.0665, s1.acc: 95.1663, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1076, s2.loss_cls: 0.0331, s2.acc: 94.9923, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0509, loss: 1.0248 2022-06-16 08:11:10,315 - mmdet - INFO - Epoch [28][750/7330] lr: 1.000e-05, eta: 9:16:32, time: 0.474, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1448, s0.acc: 94.7783, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2130, s1.loss_cls: 0.0686, s1.acc: 94.9414, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1080, s2.loss_cls: 0.0335, s2.acc: 94.8882, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0514, loss: 1.0256 2022-06-16 08:11:36,239 - mmdet - INFO - Epoch [28][800/7330] lr: 1.000e-05, eta: 9:16:07, time: 0.518, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1351, s0.acc: 95.1443, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2099, s1.loss_cls: 0.0623, s1.acc: 95.4489, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1062, s2.loss_cls: 0.0308, s2.acc: 95.3476, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0505, loss: 0.9790 2022-06-16 08:11:59,286 - mmdet - INFO - Epoch [28][850/7330] lr: 1.000e-05, eta: 9:15:40, time: 0.460, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1366, s0.acc: 95.1326, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2126, s1.loss_cls: 0.0631, s1.acc: 95.4153, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1073, s2.loss_cls: 0.0310, s2.acc: 95.3384, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0511, loss: 0.9932 2022-06-16 08:12:22,173 - mmdet - INFO - Epoch [28][900/7330] lr: 1.000e-05, eta: 9:15:13, time: 0.458, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1368, s0.acc: 95.1184, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2121, s1.loss_cls: 0.0632, s1.acc: 95.3474, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1077, s2.loss_cls: 0.0311, s2.acc: 95.3625, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0509, loss: 0.9974 2022-06-16 08:12:45,230 - mmdet - INFO - Epoch [28][950/7330] lr: 1.000e-05, eta: 9:14:46, time: 0.459, data_time: 0.013, memory: 16078, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1386, s0.acc: 95.0156, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2062, s1.loss_cls: 0.0647, s1.acc: 95.2188, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1061, s2.loss_cls: 0.0328, s2.acc: 95.0476, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0505, loss: 0.9935 2022-06-16 08:13:08,227 - mmdet - INFO - Epoch [28][1000/7330] lr: 1.000e-05, eta: 9:14:19, time: 0.462, data_time: 0.021, memory: 16078, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1389, s0.acc: 94.9844, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2047, s1.loss_cls: 0.0640, s1.acc: 95.2901, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1046, s2.loss_cls: 0.0315, s2.acc: 95.2265, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0497, loss: 0.9885 2022-06-16 08:13:30,631 - mmdet - INFO - Epoch [28][1050/7330] lr: 1.000e-05, eta: 9:13:51, time: 0.448, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1374, s0.acc: 95.0935, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2084, s1.loss_cls: 0.0639, s1.acc: 95.2716, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1071, s2.loss_cls: 0.0319, s2.acc: 95.2526, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0510, loss: 0.9929 2022-06-16 08:13:53,557 - mmdet - INFO - Epoch [28][1100/7330] lr: 1.000e-05, eta: 9:13:24, time: 0.459, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1366, s0.acc: 95.0232, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2094, s1.loss_cls: 0.0634, s1.acc: 95.2444, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1075, s2.loss_cls: 0.0318, s2.acc: 95.1066, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0510, loss: 1.0002 2022-06-16 08:14:16,111 - mmdet - INFO - Epoch [28][1150/7330] lr: 1.000e-05, eta: 9:12:57, time: 0.451, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1370, s0.acc: 95.1370, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2067, s1.loss_cls: 0.0635, s1.acc: 95.3751, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1058, s2.loss_cls: 0.0318, s2.acc: 95.2197, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0500, loss: 0.9829 2022-06-16 08:14:39,424 - mmdet - INFO - Epoch [28][1200/7330] lr: 1.000e-05, eta: 9:12:30, time: 0.466, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1369, s0.acc: 95.1499, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2140, s1.loss_cls: 0.0632, s1.acc: 95.4121, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1089, s2.loss_cls: 0.0309, s2.acc: 95.3209, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0510, loss: 1.0006 2022-06-16 08:15:02,542 - mmdet - INFO - Epoch [28][1250/7330] lr: 1.000e-05, eta: 9:12:03, time: 0.462, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1385, s0.acc: 94.9424, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2133, s1.loss_cls: 0.0649, s1.acc: 95.1172, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1082, s2.loss_cls: 0.0325, s2.acc: 95.0898, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0512, loss: 1.0133 2022-06-16 08:15:26,084 - mmdet - INFO - Epoch [28][1300/7330] lr: 1.000e-05, eta: 9:11:36, time: 0.471, data_time: 0.022, memory: 16078, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1456, s0.acc: 94.8645, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2131, s1.loss_cls: 0.0672, s1.acc: 95.1730, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1076, s2.loss_cls: 0.0330, s2.acc: 95.1125, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0509, loss: 1.0299 2022-06-16 08:15:49,092 - mmdet - INFO - Epoch [28][1350/7330] lr: 1.000e-05, eta: 9:11:09, time: 0.460, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1358, s0.acc: 95.1509, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2119, s1.loss_cls: 0.0621, s1.acc: 95.4482, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1076, s2.loss_cls: 0.0308, s2.acc: 95.3737, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0510, loss: 0.9939 2022-06-16 08:16:12,057 - mmdet - INFO - Epoch [28][1400/7330] lr: 1.000e-05, eta: 9:10:42, time: 0.459, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1449, s0.acc: 94.9377, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2136, s1.loss_cls: 0.0673, s1.acc: 95.1390, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1091, s2.loss_cls: 0.0326, s2.acc: 95.1396, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0518, loss: 1.0333 2022-06-16 08:16:36,749 - mmdet - INFO - Epoch [28][1450/7330] lr: 1.000e-05, eta: 9:10:16, time: 0.494, data_time: 0.015, memory: 16078, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1360, s0.acc: 95.1641, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2114, s1.loss_cls: 0.0631, s1.acc: 95.3717, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1070, s2.loss_cls: 0.0312, s2.acc: 95.2904, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0510, loss: 0.9975 2022-06-16 08:16:59,870 - mmdet - INFO - Epoch [28][1500/7330] lr: 1.000e-05, eta: 9:09:49, time: 0.462, data_time: 0.019, memory: 16078, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1362, s0.acc: 95.1064, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2148, s1.loss_cls: 0.0626, s1.acc: 95.4032, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1092, s2.loss_cls: 0.0312, s2.acc: 95.3451, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0519, loss: 1.0057 2022-06-16 08:17:22,725 - mmdet - INFO - Epoch [28][1550/7330] lr: 1.000e-05, eta: 9:09:22, time: 0.457, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1360, s0.acc: 95.0576, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2081, s1.loss_cls: 0.0640, s1.acc: 95.2222, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1051, s2.loss_cls: 0.0316, s2.acc: 95.0871, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0499, loss: 0.9971 2022-06-16 08:17:45,680 - mmdet - INFO - Epoch [28][1600/7330] lr: 1.000e-05, eta: 9:08:55, time: 0.459, data_time: 0.017, memory: 16078, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1329, s0.acc: 95.1548, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2097, s1.loss_cls: 0.0627, s1.acc: 95.3835, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1064, s2.loss_cls: 0.0315, s2.acc: 95.2996, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0505, loss: 0.9767 2022-06-16 08:18:08,551 - mmdet - INFO - Epoch [28][1650/7330] lr: 1.000e-05, eta: 9:08:28, time: 0.457, data_time: 0.014, memory: 16078, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1355, s0.acc: 95.2144, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2129, s1.loss_cls: 0.0626, s1.acc: 95.4830, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1082, s2.loss_cls: 0.0310, s2.acc: 95.4028, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0511, loss: 0.9928 2022-06-16 08:18:30,970 - mmdet - INFO - Epoch [28][1700/7330] lr: 1.000e-05, eta: 9:08:01, time: 0.448, data_time: 0.018, memory: 16078, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1348, s0.acc: 95.2490, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2064, s1.loss_cls: 0.0618, s1.acc: 95.6083, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1048, s2.loss_cls: 0.0309, s2.acc: 95.4508, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0496, loss: 0.9723 2022-06-16 08:18:53,515 - mmdet - INFO - Epoch [28][1750/7330] lr: 1.000e-05, eta: 9:07:34, time: 0.451, data_time: 0.023, memory: 16078, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1355, s0.acc: 95.1497, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2080, s1.loss_cls: 0.0634, s1.acc: 95.3298, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1058, s2.loss_cls: 0.0314, s2.acc: 95.2371, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0504, loss: 0.9837 2022-06-16 08:19:16,537 - mmdet - INFO - Epoch [28][1800/7330] lr: 1.000e-05, eta: 9:07:07, time: 0.460, data_time: 0.020, memory: 16078, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1327, s0.acc: 95.2258, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2056, s1.loss_cls: 0.0611, s1.acc: 95.5193, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1052, s2.loss_cls: 0.0300, s2.acc: 95.4579, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0501, loss: 0.9764 2022-06-16 08:19:38,962 - mmdet - INFO - Epoch [28][1850/7330] lr: 1.000e-05, eta: 9:06:40, time: 0.448, data_time: 0.016, memory: 16078, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1304, s0.acc: 95.3035, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2120, s1.loss_cls: 0.0596, s1.acc: 95.5945, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1069, s2.loss_cls: 0.0296, s2.acc: 95.4748, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0508, loss: 0.9784 2022-06-16 08:20:02,356 - mmdet - INFO - Epoch [28][1900/7330] lr: 1.000e-05, eta: 9:06:13, time: 0.468, data_time: 0.017, memory: 16079, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1388, s0.acc: 95.0122, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2153, s1.loss_cls: 0.0644, s1.acc: 95.2532, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1095, s2.loss_cls: 0.0320, s2.acc: 95.2899, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0521, loss: 1.0176 2022-06-16 08:20:25,137 - mmdet - INFO - Epoch [28][1950/7330] lr: 1.000e-05, eta: 9:05:46, time: 0.455, data_time: 0.018, memory: 16079, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1386, s0.acc: 94.9514, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2132, s1.loss_cls: 0.0637, s1.acc: 95.2500, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1090, s2.loss_cls: 0.0319, s2.acc: 95.1294, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0519, loss: 1.0211 2022-06-16 08:20:48,532 - mmdet - INFO - Epoch [28][2000/7330] lr: 1.000e-05, eta: 9:05:19, time: 0.468, data_time: 0.023, memory: 16079, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1328, s0.acc: 95.2234, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2055, s1.loss_cls: 0.0609, s1.acc: 95.4823, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1058, s2.loss_cls: 0.0306, s2.acc: 95.3479, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0505, loss: 0.9758 2022-06-16 08:21:12,178 - mmdet - INFO - Epoch [28][2050/7330] lr: 1.000e-05, eta: 9:04:52, time: 0.473, data_time: 0.018, memory: 16079, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1369, s0.acc: 95.0527, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2091, s1.loss_cls: 0.0627, s1.acc: 95.3724, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1069, s2.loss_cls: 0.0311, s2.acc: 95.3098, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0509, loss: 0.9994 2022-06-16 08:21:34,912 - mmdet - INFO - Epoch [28][2100/7330] lr: 1.000e-05, eta: 9:04:25, time: 0.454, data_time: 0.019, memory: 16079, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1348, s0.acc: 95.1526, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2069, s1.loss_cls: 0.0624, s1.acc: 95.4274, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1054, s2.loss_cls: 0.0312, s2.acc: 95.3413, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0501, loss: 0.9856 2022-06-16 08:21:58,349 - mmdet - INFO - Epoch [28][2150/7330] lr: 1.000e-05, eta: 9:03:59, time: 0.469, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1453, s0.acc: 94.7795, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2115, s1.loss_cls: 0.0679, s1.acc: 94.9422, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1078, s2.loss_cls: 0.0333, s2.acc: 94.9264, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0512, loss: 1.0317 2022-06-16 08:22:20,962 - mmdet - INFO - Epoch [28][2200/7330] lr: 1.000e-05, eta: 9:03:31, time: 0.452, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1311, s0.acc: 95.2744, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2082, s1.loss_cls: 0.0614, s1.acc: 95.4509, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1057, s2.loss_cls: 0.0304, s2.acc: 95.3294, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0499, loss: 0.9751 2022-06-16 08:22:43,354 - mmdet - INFO - Epoch [28][2250/7330] lr: 1.000e-05, eta: 9:03:04, time: 0.448, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1339, s0.acc: 95.0969, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2144, s1.loss_cls: 0.0617, s1.acc: 95.3741, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1091, s2.loss_cls: 0.0307, s2.acc: 95.2908, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0045 2022-06-16 08:23:05,885 - mmdet - INFO - Epoch [28][2300/7330] lr: 1.000e-05, eta: 9:02:37, time: 0.450, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1332, s0.acc: 95.1838, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2093, s1.loss_cls: 0.0617, s1.acc: 95.4113, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1065, s2.loss_cls: 0.0306, s2.acc: 95.3343, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0506, loss: 0.9832 2022-06-16 08:23:28,353 - mmdet - INFO - Epoch [28][2350/7330] lr: 1.000e-05, eta: 9:02:10, time: 0.447, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1320, s0.acc: 95.2190, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2100, s1.loss_cls: 0.0612, s1.acc: 95.4872, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1074, s2.loss_cls: 0.0306, s2.acc: 95.3497, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0513, loss: 0.9812 2022-06-16 08:23:50,819 - mmdet - INFO - Epoch [28][2400/7330] lr: 1.000e-05, eta: 9:01:43, time: 0.452, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1412, s0.acc: 94.8513, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2164, s1.loss_cls: 0.0660, s1.acc: 95.0786, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1096, s2.loss_cls: 0.0330, s2.acc: 94.9603, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0518, loss: 1.0278 2022-06-16 08:24:13,522 - mmdet - INFO - Epoch [28][2450/7330] lr: 1.000e-05, eta: 9:01:15, time: 0.454, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1279, s0.acc: 95.4851, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2072, s1.loss_cls: 0.0589, s1.acc: 95.7889, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1066, s2.loss_cls: 0.0292, s2.acc: 95.6716, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0508, loss: 0.9525 2022-06-16 08:24:36,502 - mmdet - INFO - Epoch [28][2500/7330] lr: 1.000e-05, eta: 9:00:49, time: 0.460, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1335, s0.acc: 95.1208, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2089, s1.loss_cls: 0.0619, s1.acc: 95.3854, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1066, s2.loss_cls: 0.0304, s2.acc: 95.3980, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0509, loss: 0.9861 2022-06-16 08:24:58,989 - mmdet - INFO - Epoch [28][2550/7330] lr: 1.000e-05, eta: 9:00:21, time: 0.450, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1367, s0.acc: 94.9968, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2103, s1.loss_cls: 0.0630, s1.acc: 95.2016, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1059, s2.loss_cls: 0.0309, s2.acc: 95.2069, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0500, loss: 0.9934 2022-06-16 08:25:22,187 - mmdet - INFO - Epoch [28][2600/7330] lr: 1.000e-05, eta: 8:59:55, time: 0.464, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1326, s0.acc: 95.2202, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2053, s1.loss_cls: 0.0605, s1.acc: 95.5614, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1048, s2.loss_cls: 0.0297, s2.acc: 95.5212, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0495, loss: 0.9684 2022-06-16 08:25:45,146 - mmdet - INFO - Epoch [28][2650/7330] lr: 1.000e-05, eta: 8:59:28, time: 0.459, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1313, s0.acc: 95.3047, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2093, s1.loss_cls: 0.0598, s1.acc: 95.6307, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1060, s2.loss_cls: 0.0297, s2.acc: 95.5460, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0502, loss: 0.9612 2022-06-16 08:26:08,330 - mmdet - INFO - Epoch [28][2700/7330] lr: 1.000e-05, eta: 8:59:01, time: 0.464, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1323, s0.acc: 95.1094, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2120, s1.loss_cls: 0.0619, s1.acc: 95.3336, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1073, s2.loss_cls: 0.0307, s2.acc: 95.2824, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0508, loss: 0.9915 2022-06-16 08:26:30,897 - mmdet - INFO - Epoch [28][2750/7330] lr: 1.000e-05, eta: 8:58:34, time: 0.451, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1351, s0.acc: 95.1523, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2157, s1.loss_cls: 0.0628, s1.acc: 95.4524, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1101, s2.loss_cls: 0.0309, s2.acc: 95.4537, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0523, loss: 0.9992 2022-06-16 08:26:53,477 - mmdet - INFO - Epoch [28][2800/7330] lr: 1.000e-05, eta: 8:58:07, time: 0.452, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1399, s0.acc: 94.9448, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2154, s1.loss_cls: 0.0647, s1.acc: 95.1829, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1090, s2.loss_cls: 0.0318, s2.acc: 95.2003, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0516, loss: 1.0128 2022-06-16 08:27:16,554 - mmdet - INFO - Epoch [28][2850/7330] lr: 1.000e-05, eta: 8:57:40, time: 0.462, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1352, s0.acc: 95.1216, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2099, s1.loss_cls: 0.0627, s1.acc: 95.3726, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1068, s2.loss_cls: 0.0310, s2.acc: 95.3823, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0505, loss: 0.9954 2022-06-16 08:27:39,458 - mmdet - INFO - Epoch [28][2900/7330] lr: 1.000e-05, eta: 8:57:13, time: 0.458, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1353, s0.acc: 95.1270, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2089, s1.loss_cls: 0.0627, s1.acc: 95.3529, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1068, s2.loss_cls: 0.0312, s2.acc: 95.2860, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0506, loss: 0.9888 2022-06-16 08:28:02,781 - mmdet - INFO - Epoch [28][2950/7330] lr: 1.000e-05, eta: 8:56:46, time: 0.466, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1306, s0.acc: 95.2390, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2070, s1.loss_cls: 0.0608, s1.acc: 95.4731, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1061, s2.loss_cls: 0.0304, s2.acc: 95.4071, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0504, loss: 0.9761 2022-06-16 08:28:26,384 - mmdet - INFO - Epoch [28][3000/7330] lr: 1.000e-05, eta: 8:56:19, time: 0.472, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1334, s0.acc: 95.2512, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2063, s1.loss_cls: 0.0616, s1.acc: 95.5268, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1048, s2.loss_cls: 0.0306, s2.acc: 95.5135, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0499, loss: 0.9660 2022-06-16 08:28:49,783 - mmdet - INFO - Epoch [28][3050/7330] lr: 1.000e-05, eta: 8:55:53, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1380, s0.acc: 95.0183, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2126, s1.loss_cls: 0.0648, s1.acc: 95.2457, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1077, s2.loss_cls: 0.0322, s2.acc: 95.1832, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0509, loss: 1.0041 2022-06-16 08:29:13,395 - mmdet - INFO - Epoch [28][3100/7330] lr: 1.000e-05, eta: 8:55:26, time: 0.472, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1306, s0.acc: 95.3113, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2097, s1.loss_cls: 0.0602, s1.acc: 95.6393, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1068, s2.loss_cls: 0.0301, s2.acc: 95.4797, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0505, loss: 0.9729 2022-06-16 08:29:36,570 - mmdet - INFO - Epoch [28][3150/7330] lr: 1.000e-05, eta: 8:54:59, time: 0.463, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1353, s0.acc: 95.0710, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2107, s1.loss_cls: 0.0625, s1.acc: 95.3469, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1071, s2.loss_cls: 0.0313, s2.acc: 95.2399, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 0.9937 2022-06-16 08:29:59,704 - mmdet - INFO - Epoch [28][3200/7330] lr: 1.000e-05, eta: 8:54:33, time: 0.463, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1397, s0.acc: 94.9414, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2089, s1.loss_cls: 0.0651, s1.acc: 95.1883, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1052, s2.loss_cls: 0.0320, s2.acc: 95.1897, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0496, loss: 1.0013 2022-06-16 08:30:22,958 - mmdet - INFO - Epoch [28][3250/7330] lr: 1.000e-05, eta: 8:54:06, time: 0.464, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1413, s0.acc: 94.8157, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2125, s1.loss_cls: 0.0663, s1.acc: 95.0100, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1083, s2.loss_cls: 0.0328, s2.acc: 94.9519, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0513, loss: 1.0221 2022-06-16 08:30:46,202 - mmdet - INFO - Epoch [28][3300/7330] lr: 1.000e-05, eta: 8:53:39, time: 0.466, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1309, s0.acc: 95.2278, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2046, s1.loss_cls: 0.0607, s1.acc: 95.5079, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1040, s2.loss_cls: 0.0300, s2.acc: 95.4993, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0492, loss: 0.9601 2022-06-16 08:31:09,534 - mmdet - INFO - Epoch [28][3350/7330] lr: 1.000e-05, eta: 8:53:12, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1357, s0.acc: 95.0703, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2135, s1.loss_cls: 0.0624, s1.acc: 95.3626, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1088, s2.loss_cls: 0.0311, s2.acc: 95.2676, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0513, loss: 1.0030 2022-06-16 08:31:32,737 - mmdet - INFO - Epoch [28][3400/7330] lr: 1.000e-05, eta: 8:52:46, time: 0.464, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1313, s0.acc: 95.2363, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2077, s1.loss_cls: 0.0600, s1.acc: 95.5627, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1072, s2.loss_cls: 0.0303, s2.acc: 95.4237, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0514, loss: 0.9712 2022-06-16 08:31:56,221 - mmdet - INFO - Epoch [28][3450/7330] lr: 1.000e-05, eta: 8:52:19, time: 0.468, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1330, s0.acc: 95.1887, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2079, s1.loss_cls: 0.0609, s1.acc: 95.4987, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1051, s2.loss_cls: 0.0302, s2.acc: 95.3755, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0500, loss: 0.9814 2022-06-16 08:32:19,532 - mmdet - INFO - Epoch [28][3500/7330] lr: 1.000e-05, eta: 8:51:52, time: 0.468, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1343, s0.acc: 95.1260, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2097, s1.loss_cls: 0.0620, s1.acc: 95.3610, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1072, s2.loss_cls: 0.0307, s2.acc: 95.2548, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0507, loss: 0.9795 2022-06-16 08:32:42,924 - mmdet - INFO - Epoch [28][3550/7330] lr: 1.000e-05, eta: 8:51:26, time: 0.468, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1440, s0.acc: 94.7803, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2244, s1.loss_cls: 0.0686, s1.acc: 94.8353, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1127, s2.loss_cls: 0.0344, s2.acc: 94.7087, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0532, loss: 1.0547 2022-06-16 08:33:06,327 - mmdet - INFO - Epoch [28][3600/7330] lr: 1.000e-05, eta: 8:50:59, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1295, s0.acc: 95.2134, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2094, s1.loss_cls: 0.0602, s1.acc: 95.4193, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1073, s2.loss_cls: 0.0297, s2.acc: 95.3890, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0509, loss: 0.9823 2022-06-16 08:33:30,110 - mmdet - INFO - Epoch [28][3650/7330] lr: 1.000e-05, eta: 8:50:33, time: 0.473, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1307, s0.acc: 95.2188, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2075, s1.loss_cls: 0.0592, s1.acc: 95.5912, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1062, s2.loss_cls: 0.0297, s2.acc: 95.5298, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0502, loss: 0.9681 2022-06-16 08:33:53,637 - mmdet - INFO - Epoch [28][3700/7330] lr: 1.000e-05, eta: 8:50:06, time: 0.473, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1353, s0.acc: 95.0881, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2043, s1.loss_cls: 0.0622, s1.acc: 95.3201, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1037, s2.loss_cls: 0.0311, s2.acc: 95.2708, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0491, loss: 0.9843 2022-06-16 08:34:17,232 - mmdet - INFO - Epoch [28][3750/7330] lr: 1.000e-05, eta: 8:49:39, time: 0.472, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1352, s0.acc: 95.1926, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2069, s1.loss_cls: 0.0632, s1.acc: 95.3715, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1045, s2.loss_cls: 0.0313, s2.acc: 95.2759, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0496, loss: 0.9734 2022-06-16 08:34:40,574 - mmdet - INFO - Epoch [28][3800/7330] lr: 1.000e-05, eta: 8:49:13, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1391, s0.acc: 94.9707, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2162, s1.loss_cls: 0.0645, s1.acc: 95.2514, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1097, s2.loss_cls: 0.0318, s2.acc: 95.2249, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0519, loss: 1.0173 2022-06-16 08:35:03,807 - mmdet - INFO - Epoch [28][3850/7330] lr: 1.000e-05, eta: 8:48:46, time: 0.465, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1281, s0.acc: 95.3022, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2063, s1.loss_cls: 0.0597, s1.acc: 95.6253, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1054, s2.loss_cls: 0.0299, s2.acc: 95.4282, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0502, loss: 0.9556 2022-06-16 08:35:27,129 - mmdet - INFO - Epoch [28][3900/7330] lr: 1.000e-05, eta: 8:48:19, time: 0.466, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1337, s0.acc: 95.1875, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2097, s1.loss_cls: 0.0625, s1.acc: 95.3928, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1067, s2.loss_cls: 0.0312, s2.acc: 95.2828, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0508, loss: 0.9877 2022-06-16 08:35:50,631 - mmdet - INFO - Epoch [28][3950/7330] lr: 1.000e-05, eta: 8:47:53, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1404, s0.acc: 95.0503, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2128, s1.loss_cls: 0.0639, s1.acc: 95.4330, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1078, s2.loss_cls: 0.0318, s2.acc: 95.3695, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0506, loss: 1.0100 2022-06-16 08:36:15,226 - mmdet - INFO - Epoch [28][4000/7330] lr: 1.000e-05, eta: 8:47:27, time: 0.492, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1350, s0.acc: 95.0757, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2076, s1.loss_cls: 0.0628, s1.acc: 95.2689, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1055, s2.loss_cls: 0.0311, s2.acc: 95.2421, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0501, loss: 0.9868 2022-06-16 08:36:39,412 - mmdet - INFO - Epoch [28][4050/7330] lr: 1.000e-05, eta: 8:47:01, time: 0.484, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1293, s0.acc: 95.3792, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2088, s1.loss_cls: 0.0599, s1.acc: 95.6630, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1060, s2.loss_cls: 0.0300, s2.acc: 95.5581, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0502, loss: 0.9533 2022-06-16 08:37:03,593 - mmdet - INFO - Epoch [28][4100/7330] lr: 1.000e-05, eta: 8:46:34, time: 0.484, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1401, s0.acc: 94.9954, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2109, s1.loss_cls: 0.0643, s1.acc: 95.2479, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1074, s2.loss_cls: 0.0319, s2.acc: 95.1402, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0510, loss: 1.0104 2022-06-16 08:37:27,818 - mmdet - INFO - Epoch [28][4150/7330] lr: 1.000e-05, eta: 8:46:08, time: 0.484, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1299, s0.acc: 95.3242, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2022, s1.loss_cls: 0.0601, s1.acc: 95.6256, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1037, s2.loss_cls: 0.0301, s2.acc: 95.5095, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0495, loss: 0.9554 2022-06-16 08:37:52,157 - mmdet - INFO - Epoch [28][4200/7330] lr: 1.000e-05, eta: 8:45:42, time: 0.487, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1393, s0.acc: 94.9993, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2108, s1.loss_cls: 0.0647, s1.acc: 95.2367, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1076, s2.loss_cls: 0.0319, s2.acc: 95.2029, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0508, loss: 1.0079 2022-06-16 08:38:16,550 - mmdet - INFO - Epoch [28][4250/7330] lr: 1.000e-05, eta: 8:45:16, time: 0.488, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1323, s0.acc: 95.2219, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2104, s1.loss_cls: 0.0614, s1.acc: 95.4537, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1058, s2.loss_cls: 0.0305, s2.acc: 95.2474, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0503, loss: 0.9754 2022-06-16 08:38:40,573 - mmdet - INFO - Epoch [28][4300/7330] lr: 1.000e-05, eta: 8:44:50, time: 0.480, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1341, s0.acc: 95.1936, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2085, s1.loss_cls: 0.0614, s1.acc: 95.5757, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1071, s2.loss_cls: 0.0302, s2.acc: 95.4521, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0511, loss: 0.9840 2022-06-16 08:39:04,000 - mmdet - INFO - Epoch [28][4350/7330] lr: 1.000e-05, eta: 8:44:23, time: 0.468, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1340, s0.acc: 95.0815, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2105, s1.loss_cls: 0.0623, s1.acc: 95.3740, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1075, s2.loss_cls: 0.0313, s2.acc: 95.2885, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0513, loss: 0.9958 2022-06-16 08:39:27,218 - mmdet - INFO - Epoch [28][4400/7330] lr: 1.000e-05, eta: 8:43:56, time: 0.465, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1284, s0.acc: 95.3774, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2050, s1.loss_cls: 0.0587, s1.acc: 95.6458, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1053, s2.loss_cls: 0.0294, s2.acc: 95.5186, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0497, loss: 0.9577 2022-06-16 08:39:50,120 - mmdet - INFO - Epoch [28][4450/7330] lr: 1.000e-05, eta: 8:43:29, time: 0.458, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1365, s0.acc: 95.0256, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2099, s1.loss_cls: 0.0627, s1.acc: 95.3336, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1073, s2.loss_cls: 0.0308, s2.acc: 95.3318, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0504, loss: 0.9961 2022-06-16 08:40:13,205 - mmdet - INFO - Epoch [28][4500/7330] lr: 1.000e-05, eta: 8:43:03, time: 0.462, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1308, s0.acc: 95.2107, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2102, s1.loss_cls: 0.0609, s1.acc: 95.3996, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1073, s2.loss_cls: 0.0306, s2.acc: 95.3118, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0510, loss: 0.9866 2022-06-16 08:40:37,297 - mmdet - INFO - Epoch [28][4550/7330] lr: 1.000e-05, eta: 8:42:36, time: 0.481, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1348, s0.acc: 95.0840, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2131, s1.loss_cls: 0.0623, s1.acc: 95.3509, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1086, s2.loss_cls: 0.0311, s2.acc: 95.1804, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0514, loss: 0.9988 2022-06-16 08:41:00,805 - mmdet - INFO - Epoch [28][4600/7330] lr: 1.000e-05, eta: 8:42:10, time: 0.470, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1332, s0.acc: 95.1453, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2097, s1.loss_cls: 0.0610, s1.acc: 95.4734, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1068, s2.loss_cls: 0.0302, s2.acc: 95.4065, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0507, loss: 0.9882 2022-06-16 08:41:23,855 - mmdet - INFO - Epoch [28][4650/7330] lr: 1.000e-05, eta: 8:41:43, time: 0.461, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1326, s0.acc: 95.1709, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2085, s1.loss_cls: 0.0612, s1.acc: 95.4087, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1059, s2.loss_cls: 0.0304, s2.acc: 95.2910, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0505, loss: 0.9827 2022-06-16 08:41:47,257 - mmdet - INFO - Epoch [28][4700/7330] lr: 1.000e-05, eta: 8:41:17, time: 0.468, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1236, s0.acc: 95.5684, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2075, s1.loss_cls: 0.0570, s1.acc: 95.8475, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1067, s2.loss_cls: 0.0279, s2.acc: 95.7782, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0511, loss: 0.9431 2022-06-16 08:42:11,158 - mmdet - INFO - Epoch [28][4750/7330] lr: 1.000e-05, eta: 8:40:50, time: 0.478, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1389, s0.acc: 94.9512, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2104, s1.loss_cls: 0.0633, s1.acc: 95.3060, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1073, s2.loss_cls: 0.0316, s2.acc: 95.2487, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0510, loss: 1.0105 2022-06-16 08:42:35,098 - mmdet - INFO - Epoch [28][4800/7330] lr: 1.000e-05, eta: 8:40:24, time: 0.479, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1270, s0.acc: 95.4089, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2010, s1.loss_cls: 0.0587, s1.acc: 95.6182, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1034, s2.loss_cls: 0.0296, s2.acc: 95.4666, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0498, loss: 0.9451 2022-06-16 08:42:58,759 - mmdet - INFO - Epoch [28][4850/7330] lr: 1.000e-05, eta: 8:39:57, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1365, s0.acc: 95.0781, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2096, s1.loss_cls: 0.0636, s1.acc: 95.2499, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1069, s2.loss_cls: 0.0318, s2.acc: 95.0603, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0507, loss: 0.9941 2022-06-16 08:43:22,026 - mmdet - INFO - Epoch [28][4900/7330] lr: 1.000e-05, eta: 8:39:31, time: 0.468, data_time: 0.024, memory: 16085, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1340, s0.acc: 95.0771, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2099, s1.loss_cls: 0.0624, s1.acc: 95.3099, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1072, s2.loss_cls: 0.0309, s2.acc: 95.2342, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 0.9937 2022-06-16 08:43:45,755 - mmdet - INFO - Epoch [28][4950/7330] lr: 1.000e-05, eta: 8:39:04, time: 0.474, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1293, s0.acc: 95.2896, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2060, s1.loss_cls: 0.0602, s1.acc: 95.5958, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1049, s2.loss_cls: 0.0298, s2.acc: 95.4987, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0499, loss: 0.9688 2022-06-16 08:44:09,667 - mmdet - INFO - Epoch [28][5000/7330] lr: 1.000e-05, eta: 8:38:38, time: 0.479, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1316, s0.acc: 95.2881, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2072, s1.loss_cls: 0.0602, s1.acc: 95.6693, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1061, s2.loss_cls: 0.0301, s2.acc: 95.5619, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0500, loss: 0.9706 2022-06-16 08:44:33,679 - mmdet - INFO - Epoch [28][5050/7330] lr: 1.000e-05, eta: 8:38:12, time: 0.480, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1332, s0.acc: 95.2529, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2044, s1.loss_cls: 0.0619, s1.acc: 95.4837, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1036, s2.loss_cls: 0.0307, s2.acc: 95.4304, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0492, loss: 0.9774 2022-06-16 08:44:57,479 - mmdet - INFO - Epoch [28][5100/7330] lr: 1.000e-05, eta: 8:37:45, time: 0.476, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1259, s0.acc: 95.4546, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2072, s1.loss_cls: 0.0579, s1.acc: 95.6579, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1057, s2.loss_cls: 0.0288, s2.acc: 95.5793, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0501, loss: 0.9581 2022-06-16 08:45:21,735 - mmdet - INFO - Epoch [28][5150/7330] lr: 1.000e-05, eta: 8:37:19, time: 0.483, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1364, s0.acc: 95.0862, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2051, s1.loss_cls: 0.0621, s1.acc: 95.3899, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1036, s2.loss_cls: 0.0308, s2.acc: 95.2802, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0493, loss: 0.9898 2022-06-16 08:45:45,088 - mmdet - INFO - Epoch [28][5200/7330] lr: 1.000e-05, eta: 8:36:53, time: 0.469, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1301, s0.acc: 95.3386, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2078, s1.loss_cls: 0.0596, s1.acc: 95.6300, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1058, s2.loss_cls: 0.0298, s2.acc: 95.4603, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0504, loss: 0.9764 2022-06-16 08:46:08,799 - mmdet - INFO - Epoch [28][5250/7330] lr: 1.000e-05, eta: 8:36:26, time: 0.474, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1336, s0.acc: 95.0791, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2089, s1.loss_cls: 0.0617, s1.acc: 95.3169, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1056, s2.loss_cls: 0.0308, s2.acc: 95.2829, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0501, loss: 0.9799 2022-06-16 08:46:32,216 - mmdet - INFO - Epoch [28][5300/7330] lr: 1.000e-05, eta: 8:36:00, time: 0.468, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1330, s0.acc: 95.0422, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2090, s1.loss_cls: 0.0614, s1.acc: 95.3416, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1070, s2.loss_cls: 0.0304, s2.acc: 95.2360, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0508, loss: 0.9810 2022-06-16 08:46:55,611 - mmdet - INFO - Epoch [28][5350/7330] lr: 1.000e-05, eta: 8:35:33, time: 0.466, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1286, s0.acc: 95.3210, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2078, s1.loss_cls: 0.0596, s1.acc: 95.5577, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1071, s2.loss_cls: 0.0298, s2.acc: 95.4707, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0510, loss: 0.9657 2022-06-16 08:47:19,759 - mmdet - INFO - Epoch [28][5400/7330] lr: 1.000e-05, eta: 8:35:07, time: 0.485, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1320, s0.acc: 95.1833, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2031, s1.loss_cls: 0.0611, s1.acc: 95.4130, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1038, s2.loss_cls: 0.0306, s2.acc: 95.3359, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0491, loss: 0.9744 2022-06-16 08:47:43,291 - mmdet - INFO - Epoch [28][5450/7330] lr: 1.000e-05, eta: 8:34:40, time: 0.471, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1265, s0.acc: 95.4207, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2061, s1.loss_cls: 0.0588, s1.acc: 95.6923, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1053, s2.loss_cls: 0.0293, s2.acc: 95.5142, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0500, loss: 0.9652 2022-06-16 08:48:07,072 - mmdet - INFO - Epoch [28][5500/7330] lr: 1.000e-05, eta: 8:34:14, time: 0.476, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1295, s0.acc: 95.2708, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2094, s1.loss_cls: 0.0606, s1.acc: 95.5196, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1069, s2.loss_cls: 0.0303, s2.acc: 95.4084, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0508, loss: 0.9759 2022-06-16 08:48:30,465 - mmdet - INFO - Epoch [28][5550/7330] lr: 1.000e-05, eta: 8:33:48, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1295, s0.acc: 95.3584, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2126, s1.loss_cls: 0.0596, s1.acc: 95.6156, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1087, s2.loss_cls: 0.0293, s2.acc: 95.5919, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0515, loss: 0.9688 2022-06-16 08:48:54,382 - mmdet - INFO - Epoch [28][5600/7330] lr: 1.000e-05, eta: 8:33:21, time: 0.479, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1323, s0.acc: 95.1306, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2050, s1.loss_cls: 0.0614, s1.acc: 95.3708, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1049, s2.loss_cls: 0.0307, s2.acc: 95.2376, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0499, loss: 0.9745 2022-06-16 08:49:18,072 - mmdet - INFO - Epoch [28][5650/7330] lr: 1.000e-05, eta: 8:32:55, time: 0.474, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1332, s0.acc: 95.1753, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2045, s1.loss_cls: 0.0620, s1.acc: 95.4642, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1042, s2.loss_cls: 0.0307, s2.acc: 95.3338, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0494, loss: 0.9797 2022-06-16 08:49:41,880 - mmdet - INFO - Epoch [28][5700/7330] lr: 1.000e-05, eta: 8:32:29, time: 0.476, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1357, s0.acc: 95.0889, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2113, s1.loss_cls: 0.0618, s1.acc: 95.2733, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1078, s2.loss_cls: 0.0312, s2.acc: 95.1455, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0510, loss: 0.9987 2022-06-16 08:50:05,294 - mmdet - INFO - Epoch [28][5750/7330] lr: 1.000e-05, eta: 8:32:02, time: 0.468, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1324, s0.acc: 95.2874, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2060, s1.loss_cls: 0.0612, s1.acc: 95.4850, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1053, s2.loss_cls: 0.0308, s2.acc: 95.3390, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0500, loss: 0.9694 2022-06-16 08:50:29,146 - mmdet - INFO - Epoch [28][5800/7330] lr: 1.000e-05, eta: 8:31:36, time: 0.477, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1291, s0.acc: 95.3279, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2039, s1.loss_cls: 0.0605, s1.acc: 95.4952, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1033, s2.loss_cls: 0.0299, s2.acc: 95.4259, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0490, loss: 0.9623 2022-06-16 08:50:52,278 - mmdet - INFO - Epoch [28][5850/7330] lr: 1.000e-05, eta: 8:31:09, time: 0.462, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1383, s0.acc: 94.9800, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2074, s1.loss_cls: 0.0638, s1.acc: 95.2352, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1056, s2.loss_cls: 0.0319, s2.acc: 95.0928, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0504, loss: 0.9942 2022-06-16 08:51:15,009 - mmdet - INFO - Epoch [28][5900/7330] lr: 1.000e-05, eta: 8:30:42, time: 0.455, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1276, s0.acc: 95.4023, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2120, s1.loss_cls: 0.0594, s1.acc: 95.7032, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1085, s2.loss_cls: 0.0294, s2.acc: 95.6255, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0515, loss: 0.9762 2022-06-16 08:51:38,106 - mmdet - INFO - Epoch [28][5950/7330] lr: 1.000e-05, eta: 8:30:15, time: 0.462, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1302, s0.acc: 95.2351, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2133, s1.loss_cls: 0.0608, s1.acc: 95.4999, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1082, s2.loss_cls: 0.0302, s2.acc: 95.3754, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0515, loss: 0.9878 2022-06-16 08:52:01,489 - mmdet - INFO - Epoch [28][6000/7330] lr: 1.000e-05, eta: 8:29:49, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1376, s0.acc: 95.0688, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2084, s1.loss_cls: 0.0623, s1.acc: 95.4892, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1068, s2.loss_cls: 0.0311, s2.acc: 95.3434, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0506, loss: 0.9962 2022-06-16 08:52:25,001 - mmdet - INFO - Epoch [28][6050/7330] lr: 1.000e-05, eta: 8:29:22, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1283, s0.acc: 95.3455, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2089, s1.loss_cls: 0.0593, s1.acc: 95.5744, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1064, s2.loss_cls: 0.0295, s2.acc: 95.4590, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0503, loss: 0.9551 2022-06-16 08:52:48,803 - mmdet - INFO - Epoch [28][6100/7330] lr: 1.000e-05, eta: 8:28:56, time: 0.476, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1328, s0.acc: 95.2034, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2108, s1.loss_cls: 0.0622, s1.acc: 95.3817, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1076, s2.loss_cls: 0.0300, s2.acc: 95.3576, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0514, loss: 0.9841 2022-06-16 08:53:12,449 - mmdet - INFO - Epoch [28][6150/7330] lr: 1.000e-05, eta: 8:28:30, time: 0.473, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1355, s0.acc: 95.1741, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2085, s1.loss_cls: 0.0626, s1.acc: 95.4598, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1068, s2.loss_cls: 0.0308, s2.acc: 95.4450, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0506, loss: 0.9821 2022-06-16 08:53:36,439 - mmdet - INFO - Epoch [28][6200/7330] lr: 1.000e-05, eta: 8:28:03, time: 0.480, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1289, s0.acc: 95.4358, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2074, s1.loss_cls: 0.0585, s1.acc: 95.7374, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1069, s2.loss_cls: 0.0293, s2.acc: 95.5996, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0512, loss: 0.9668 2022-06-16 08:54:00,442 - mmdet - INFO - Epoch [28][6250/7330] lr: 1.000e-05, eta: 8:27:37, time: 0.480, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1388, s0.acc: 94.9834, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2054, s1.loss_cls: 0.0641, s1.acc: 95.2707, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1051, s2.loss_cls: 0.0320, s2.acc: 95.1620, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0500, loss: 0.9883 2022-06-16 08:54:24,022 - mmdet - INFO - Epoch [28][6300/7330] lr: 1.000e-05, eta: 8:27:11, time: 0.472, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1344, s0.acc: 95.1589, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2042, s1.loss_cls: 0.0620, s1.acc: 95.4244, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1043, s2.loss_cls: 0.0313, s2.acc: 95.2699, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0493, loss: 0.9842 2022-06-16 08:54:47,780 - mmdet - INFO - Epoch [28][6350/7330] lr: 1.000e-05, eta: 8:26:44, time: 0.475, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1409, s0.acc: 94.8276, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2097, s1.loss_cls: 0.0652, s1.acc: 95.1434, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1064, s2.loss_cls: 0.0325, s2.acc: 94.9467, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0503, loss: 1.0152 2022-06-16 08:55:11,578 - mmdet - INFO - Epoch [28][6400/7330] lr: 1.000e-05, eta: 8:26:18, time: 0.476, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1360, s0.acc: 94.9739, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2071, s1.loss_cls: 0.0637, s1.acc: 95.1727, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1046, s2.loss_cls: 0.0315, s2.acc: 95.1394, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0497, loss: 0.9954 2022-06-16 08:55:34,933 - mmdet - INFO - Epoch [28][6450/7330] lr: 1.000e-05, eta: 8:25:52, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1349, s0.acc: 95.0918, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2093, s1.loss_cls: 0.0622, s1.acc: 95.3791, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1065, s2.loss_cls: 0.0313, s2.acc: 95.2035, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0505, loss: 0.9877 2022-06-16 08:55:58,423 - mmdet - INFO - Epoch [28][6500/7330] lr: 1.000e-05, eta: 8:25:25, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1260, s0.acc: 95.3501, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2057, s1.loss_cls: 0.0580, s1.acc: 95.6019, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1051, s2.loss_cls: 0.0292, s2.acc: 95.5258, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0502, loss: 0.9592 2022-06-16 08:56:22,032 - mmdet - INFO - Epoch [28][6550/7330] lr: 1.000e-05, eta: 8:24:59, time: 0.472, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1319, s0.acc: 95.1902, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2079, s1.loss_cls: 0.0609, s1.acc: 95.4446, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1061, s2.loss_cls: 0.0303, s2.acc: 95.3360, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0504, loss: 0.9718 2022-06-16 08:56:45,568 - mmdet - INFO - Epoch [28][6600/7330] lr: 1.000e-05, eta: 8:24:32, time: 0.468, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1210, s0.acc: 95.6531, s0.loss_bbox: 0.1915, s0.loss_mask: 0.1982, s1.loss_cls: 0.0558, s1.acc: 95.9156, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1021, s2.loss_cls: 0.0280, s2.acc: 95.7757, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0489, loss: 0.9133 2022-06-16 08:57:09,206 - mmdet - INFO - Epoch [28][6650/7330] lr: 1.000e-05, eta: 8:24:06, time: 0.475, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1294, s0.acc: 95.3052, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2078, s1.loss_cls: 0.0598, s1.acc: 95.5555, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1051, s2.loss_cls: 0.0297, s2.acc: 95.5095, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0502, loss: 0.9671 2022-06-16 08:57:32,572 - mmdet - INFO - Epoch [28][6700/7330] lr: 1.000e-05, eta: 8:23:39, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1302, s0.acc: 95.2085, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2037, s1.loss_cls: 0.0610, s1.acc: 95.4444, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1036, s2.loss_cls: 0.0305, s2.acc: 95.3455, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0491, loss: 0.9661 2022-06-16 08:57:56,512 - mmdet - INFO - Epoch [28][6750/7330] lr: 1.000e-05, eta: 8:23:13, time: 0.479, data_time: 0.024, memory: 16085, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1361, s0.acc: 94.9717, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2094, s1.loss_cls: 0.0629, s1.acc: 95.2378, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1078, s2.loss_cls: 0.0316, s2.acc: 95.1162, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0510, loss: 1.0037 2022-06-16 08:58:20,298 - mmdet - INFO - Epoch [28][6800/7330] lr: 1.000e-05, eta: 8:22:47, time: 0.476, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1291, s0.acc: 95.3542, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2101, s1.loss_cls: 0.0610, s1.acc: 95.4664, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1077, s2.loss_cls: 0.0304, s2.acc: 95.3720, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0512, loss: 0.9710 2022-06-16 08:58:44,006 - mmdet - INFO - Epoch [28][6850/7330] lr: 1.000e-05, eta: 8:22:21, time: 0.474, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1319, s0.acc: 95.1428, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2061, s1.loss_cls: 0.0612, s1.acc: 95.4539, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1053, s2.loss_cls: 0.0301, s2.acc: 95.3611, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0499, loss: 0.9799 2022-06-16 08:59:06,975 - mmdet - INFO - Epoch [28][6900/7330] lr: 1.000e-05, eta: 8:21:54, time: 0.459, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1279, s0.acc: 95.3276, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2046, s1.loss_cls: 0.0591, s1.acc: 95.6164, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1046, s2.loss_cls: 0.0297, s2.acc: 95.4873, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0497, loss: 0.9576 2022-06-16 08:59:30,539 - mmdet - INFO - Epoch [28][6950/7330] lr: 1.000e-05, eta: 8:21:27, time: 0.472, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1315, s0.acc: 95.2600, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2042, s1.loss_cls: 0.0610, s1.acc: 95.4487, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1042, s2.loss_cls: 0.0305, s2.acc: 95.3420, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0495, loss: 0.9693 2022-06-16 08:59:53,626 - mmdet - INFO - Epoch [28][7000/7330] lr: 1.000e-05, eta: 8:21:01, time: 0.461, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1270, s0.acc: 95.4382, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2087, s1.loss_cls: 0.0589, s1.acc: 95.7012, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1064, s2.loss_cls: 0.0297, s2.acc: 95.5933, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0502, loss: 0.9618 2022-06-16 09:00:16,676 - mmdet - INFO - Epoch [28][7050/7330] lr: 1.000e-05, eta: 8:20:34, time: 0.461, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1228, s0.acc: 95.5278, s0.loss_bbox: 0.1951, s0.loss_mask: 0.2011, s1.loss_cls: 0.0567, s1.acc: 95.7412, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1024, s2.loss_cls: 0.0286, s2.acc: 95.5931, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0490, loss: 0.9230 2022-06-16 09:00:40,234 - mmdet - INFO - Epoch [28][7100/7330] lr: 1.000e-05, eta: 8:20:08, time: 0.471, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1337, s0.acc: 95.0950, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2130, s1.loss_cls: 0.0612, s1.acc: 95.4190, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1082, s2.loss_cls: 0.0304, s2.acc: 95.3086, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0509, loss: 0.9940 2022-06-16 09:01:03,884 - mmdet - INFO - Epoch [28][7150/7330] lr: 1.000e-05, eta: 8:19:41, time: 0.473, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1283, s0.acc: 95.3115, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2010, s1.loss_cls: 0.0585, s1.acc: 95.5790, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1039, s2.loss_cls: 0.0289, s2.acc: 95.5602, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0497, loss: 0.9535 2022-06-16 09:01:27,581 - mmdet - INFO - Epoch [28][7200/7330] lr: 1.000e-05, eta: 8:19:15, time: 0.474, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1319, s0.acc: 95.2019, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2111, s1.loss_cls: 0.0608, s1.acc: 95.4936, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1067, s2.loss_cls: 0.0303, s2.acc: 95.3909, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0507, loss: 0.9812 2022-06-16 09:01:51,181 - mmdet - INFO - Epoch [28][7250/7330] lr: 1.000e-05, eta: 8:18:49, time: 0.472, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1285, s0.acc: 95.3572, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2048, s1.loss_cls: 0.0597, s1.acc: 95.6336, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1046, s2.loss_cls: 0.0298, s2.acc: 95.4563, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0493, loss: 0.9631 2022-06-16 09:02:14,662 - mmdet - INFO - Epoch [28][7300/7330] lr: 1.000e-05, eta: 8:18:22, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1227, s0.acc: 95.5344, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2041, s1.loss_cls: 0.0567, s1.acc: 95.7944, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1040, s2.loss_cls: 0.0287, s2.acc: 95.6058, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0495, loss: 0.9457 2022-06-16 09:02:46,695 - mmdet - INFO - Saving checkpoint at 28 epochs 2022-06-16 09:06:03,553 - mmdet - INFO - Evaluating bbox... 2022-06-16 09:06:30,150 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.505 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.693 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.548 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.341 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.535 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.654 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.464 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.772 2022-06-16 09:06:30,151 - mmdet - INFO - Evaluating segm... 2022-06-16 09:06:59,307 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.435 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.666 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.472 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.249 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.467 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.379 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.708 2022-06-16 09:06:59,824 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 09:06:59,824 - mmdet - INFO - Epoch(val) [28][625] bbox_mAP: 0.5050, bbox_mAP_50: 0.6930, bbox_mAP_75: 0.5480, bbox_mAP_s: 0.3410, bbox_mAP_m: 0.5350, bbox_mAP_l: 0.6540, bbox_mAP_copypaste: 0.505 0.693 0.548 0.341 0.535 0.654, segm_mAP: 0.4350, segm_mAP_50: 0.6660, segm_mAP_75: 0.4720, segm_mAP_s: 0.2490, segm_mAP_m: 0.4670, segm_mAP_l: 0.6170, segm_mAP_copypaste: 0.435 0.666 0.472 0.249 0.467 0.617 2022-06-16 09:11:24,291 - mmdet - INFO - Epoch [29][50/7330] lr: 1.000e-05, eta: 8:19:27, time: 5.288, data_time: 4.834, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1253, s0.acc: 95.4604, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1991, s1.loss_cls: 0.0571, s1.acc: 95.7817, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1021, s2.loss_cls: 0.0284, s2.acc: 95.6665, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0485, loss: 0.9369 2022-06-16 09:11:47,570 - mmdet - INFO - Epoch [29][100/7330] lr: 1.000e-05, eta: 8:19:00, time: 0.466, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1345, s0.acc: 95.1099, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2103, s1.loss_cls: 0.0620, s1.acc: 95.3476, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1061, s2.loss_cls: 0.0310, s2.acc: 95.2144, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0502, loss: 0.9909 2022-06-16 09:12:10,834 - mmdet - INFO - Epoch [29][150/7330] lr: 1.000e-05, eta: 8:18:33, time: 0.465, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1342, s0.acc: 95.1606, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2060, s1.loss_cls: 0.0628, s1.acc: 95.3603, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1044, s2.loss_cls: 0.0309, s2.acc: 95.3037, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0494, loss: 0.9790 2022-06-16 09:12:34,185 - mmdet - INFO - Epoch [29][200/7330] lr: 1.000e-05, eta: 8:18:07, time: 0.467, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1327, s0.acc: 95.2158, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2110, s1.loss_cls: 0.0604, s1.acc: 95.4979, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1075, s2.loss_cls: 0.0301, s2.acc: 95.3522, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0509, loss: 0.9922 2022-06-16 09:12:57,080 - mmdet - INFO - Epoch [29][250/7330] lr: 1.000e-05, eta: 8:17:40, time: 0.458, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1283, s0.acc: 95.3345, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2038, s1.loss_cls: 0.0578, s1.acc: 95.6932, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1038, s2.loss_cls: 0.0285, s2.acc: 95.6317, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9553 2022-06-16 09:13:20,177 - mmdet - INFO - Epoch [29][300/7330] lr: 1.000e-05, eta: 8:17:13, time: 0.461, data_time: 0.013, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1237, s0.acc: 95.5830, s0.loss_bbox: 0.1951, s0.loss_mask: 0.2050, s1.loss_cls: 0.0573, s1.acc: 95.7750, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1042, s2.loss_cls: 0.0288, s2.acc: 95.6769, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0499, loss: 0.9345 2022-06-16 09:13:43,742 - mmdet - INFO - Epoch [29][350/7330] lr: 1.000e-05, eta: 8:16:47, time: 0.471, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1312, s0.acc: 95.2195, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2070, s1.loss_cls: 0.0600, s1.acc: 95.5181, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1053, s2.loss_cls: 0.0297, s2.acc: 95.4642, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0499, loss: 0.9784 2022-06-16 09:14:07,141 - mmdet - INFO - Epoch [29][400/7330] lr: 1.000e-05, eta: 8:16:20, time: 0.468, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1307, s0.acc: 95.2898, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2076, s1.loss_cls: 0.0601, s1.acc: 95.5015, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1072, s2.loss_cls: 0.0297, s2.acc: 95.4710, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0510, loss: 0.9651 2022-06-16 09:14:30,895 - mmdet - INFO - Epoch [29][450/7330] lr: 1.000e-05, eta: 8:15:54, time: 0.475, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1264, s0.acc: 95.4226, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2085, s1.loss_cls: 0.0579, s1.acc: 95.7003, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1063, s2.loss_cls: 0.0287, s2.acc: 95.5895, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0510, loss: 0.9611 2022-06-16 09:14:54,061 - mmdet - INFO - Epoch [29][500/7330] lr: 1.000e-05, eta: 8:15:27, time: 0.463, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1251, s0.acc: 95.4719, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2011, s1.loss_cls: 0.0583, s1.acc: 95.6615, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1036, s2.loss_cls: 0.0294, s2.acc: 95.4774, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0490, loss: 0.9399 2022-06-16 09:15:17,651 - mmdet - INFO - Epoch [29][550/7330] lr: 1.000e-05, eta: 8:15:01, time: 0.472, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1290, s0.acc: 95.3074, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2071, s1.loss_cls: 0.0598, s1.acc: 95.5757, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1053, s2.loss_cls: 0.0301, s2.acc: 95.3359, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0500, loss: 0.9690 2022-06-16 09:15:41,131 - mmdet - INFO - Epoch [29][600/7330] lr: 1.000e-05, eta: 8:14:34, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1263, s0.acc: 95.4136, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2028, s1.loss_cls: 0.0594, s1.acc: 95.5896, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1034, s2.loss_cls: 0.0298, s2.acc: 95.5063, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0492, loss: 0.9468 2022-06-16 09:16:04,974 - mmdet - INFO - Epoch [29][650/7330] lr: 1.000e-05, eta: 8:14:08, time: 0.475, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1306, s0.acc: 95.3154, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2052, s1.loss_cls: 0.0599, s1.acc: 95.5801, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1051, s2.loss_cls: 0.0295, s2.acc: 95.5090, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0500, loss: 0.9643 2022-06-16 09:16:28,967 - mmdet - INFO - Epoch [29][700/7330] lr: 1.000e-05, eta: 8:13:41, time: 0.482, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1350, s0.acc: 95.1021, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2104, s1.loss_cls: 0.0631, s1.acc: 95.3381, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1083, s2.loss_cls: 0.0317, s2.acc: 95.1741, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0516, loss: 1.0090 2022-06-16 09:16:52,709 - mmdet - INFO - Epoch [29][750/7330] lr: 1.000e-05, eta: 8:13:15, time: 0.474, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1354, s0.acc: 95.0864, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2065, s1.loss_cls: 0.0629, s1.acc: 95.3473, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1055, s2.loss_cls: 0.0315, s2.acc: 95.1748, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0498, loss: 0.9827 2022-06-16 09:17:16,961 - mmdet - INFO - Epoch [29][800/7330] lr: 1.000e-05, eta: 8:12:49, time: 0.485, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1357, s0.acc: 95.0549, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2094, s1.loss_cls: 0.0632, s1.acc: 95.2490, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1070, s2.loss_cls: 0.0316, s2.acc: 95.1208, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0509, loss: 0.9963 2022-06-16 09:17:40,697 - mmdet - INFO - Epoch [29][850/7330] lr: 1.000e-05, eta: 8:12:22, time: 0.475, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1315, s0.acc: 95.2004, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2055, s1.loss_cls: 0.0618, s1.acc: 95.4104, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1053, s2.loss_cls: 0.0307, s2.acc: 95.2950, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0500, loss: 0.9789 2022-06-16 09:18:04,203 - mmdet - INFO - Epoch [29][900/7330] lr: 1.000e-05, eta: 8:11:56, time: 0.470, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1385, s0.acc: 94.9177, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2053, s1.loss_cls: 0.0650, s1.acc: 95.1023, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1051, s2.loss_cls: 0.0321, s2.acc: 95.0073, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0501, loss: 0.9975 2022-06-16 09:18:27,047 - mmdet - INFO - Epoch [29][950/7330] lr: 1.000e-05, eta: 8:11:29, time: 0.457, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1222, s0.acc: 95.5652, s0.loss_bbox: 0.2023, s0.loss_mask: 0.1994, s1.loss_cls: 0.0568, s1.acc: 95.7761, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1025, s2.loss_cls: 0.0286, s2.acc: 95.6318, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0488, loss: 0.9343 2022-06-16 09:18:50,165 - mmdet - INFO - Epoch [29][1000/7330] lr: 1.000e-05, eta: 8:11:02, time: 0.462, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1304, s0.acc: 95.3423, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1995, s1.loss_cls: 0.0595, s1.acc: 95.6331, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1026, s2.loss_cls: 0.0291, s2.acc: 95.6271, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0487, loss: 0.9536 2022-06-16 09:19:13,669 - mmdet - INFO - Epoch [29][1050/7330] lr: 1.000e-05, eta: 8:10:36, time: 0.470, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1314, s0.acc: 95.2212, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2086, s1.loss_cls: 0.0618, s1.acc: 95.4685, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1075, s2.loss_cls: 0.0309, s2.acc: 95.3062, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0510, loss: 0.9890 2022-06-16 09:19:36,702 - mmdet - INFO - Epoch [29][1100/7330] lr: 1.000e-05, eta: 8:10:09, time: 0.461, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1231, s0.acc: 95.4846, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2049, s1.loss_cls: 0.0576, s1.acc: 95.7153, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1046, s2.loss_cls: 0.0290, s2.acc: 95.5217, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0497, loss: 0.9548 2022-06-16 09:20:00,161 - mmdet - INFO - Epoch [29][1150/7330] lr: 1.000e-05, eta: 8:09:43, time: 0.469, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1331, s0.acc: 95.1841, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2067, s1.loss_cls: 0.0618, s1.acc: 95.4301, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1047, s2.loss_cls: 0.0309, s2.acc: 95.2920, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0498, loss: 0.9824 2022-06-16 09:20:24,248 - mmdet - INFO - Epoch [29][1200/7330] lr: 1.000e-05, eta: 8:09:16, time: 0.479, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1284, s0.acc: 95.2339, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2040, s1.loss_cls: 0.0595, s1.acc: 95.5190, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1046, s2.loss_cls: 0.0299, s2.acc: 95.4573, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0501, loss: 0.9654 2022-06-16 09:20:47,902 - mmdet - INFO - Epoch [29][1250/7330] lr: 1.000e-05, eta: 8:08:50, time: 0.476, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1316, s0.acc: 95.1562, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2095, s1.loss_cls: 0.0606, s1.acc: 95.4040, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1078, s2.loss_cls: 0.0306, s2.acc: 95.1949, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0509, loss: 0.9954 2022-06-16 09:21:11,544 - mmdet - INFO - Epoch [29][1300/7330] lr: 1.000e-05, eta: 8:08:24, time: 0.473, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1340, s0.acc: 95.1108, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2070, s1.loss_cls: 0.0629, s1.acc: 95.3306, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1051, s2.loss_cls: 0.0314, s2.acc: 95.2367, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0498, loss: 0.9784 2022-06-16 09:21:35,167 - mmdet - INFO - Epoch [29][1350/7330] lr: 1.000e-05, eta: 8:07:57, time: 0.473, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1323, s0.acc: 95.1565, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2031, s1.loss_cls: 0.0609, s1.acc: 95.4934, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1042, s2.loss_cls: 0.0304, s2.acc: 95.4042, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0495, loss: 0.9715 2022-06-16 09:21:58,989 - mmdet - INFO - Epoch [29][1400/7330] lr: 1.000e-05, eta: 8:07:31, time: 0.476, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1220, s0.acc: 95.5061, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2059, s1.loss_cls: 0.0565, s1.acc: 95.8098, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1046, s2.loss_cls: 0.0284, s2.acc: 95.6240, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0498, loss: 0.9441 2022-06-16 09:22:22,332 - mmdet - INFO - Epoch [29][1450/7330] lr: 1.000e-05, eta: 8:07:04, time: 0.467, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1285, s0.acc: 95.3669, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2021, s1.loss_cls: 0.0592, s1.acc: 95.6434, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1038, s2.loss_cls: 0.0294, s2.acc: 95.5386, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0497, loss: 0.9569 2022-06-16 09:22:45,702 - mmdet - INFO - Epoch [29][1500/7330] lr: 1.000e-05, eta: 8:06:38, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1330, s0.acc: 95.0857, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2021, s1.loss_cls: 0.0614, s1.acc: 95.3783, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1034, s2.loss_cls: 0.0312, s2.acc: 95.2510, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0491, loss: 0.9826 2022-06-16 09:23:08,952 - mmdet - INFO - Epoch [29][1550/7330] lr: 1.000e-05, eta: 8:06:11, time: 0.465, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1307, s0.acc: 95.2979, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2050, s1.loss_cls: 0.0606, s1.acc: 95.5688, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1043, s2.loss_cls: 0.0301, s2.acc: 95.3945, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0496, loss: 0.9713 2022-06-16 09:23:32,487 - mmdet - INFO - Epoch [29][1600/7330] lr: 1.000e-05, eta: 8:05:45, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1342, s0.acc: 95.0486, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2069, s1.loss_cls: 0.0622, s1.acc: 95.3122, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1042, s2.loss_cls: 0.0310, s2.acc: 95.2544, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0494, loss: 0.9872 2022-06-16 09:23:55,524 - mmdet - INFO - Epoch [29][1650/7330] lr: 1.000e-05, eta: 8:05:18, time: 0.461, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1310, s0.acc: 95.2915, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2031, s1.loss_cls: 0.0609, s1.acc: 95.4818, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1031, s2.loss_cls: 0.0303, s2.acc: 95.4044, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0491, loss: 0.9587 2022-06-16 09:24:18,597 - mmdet - INFO - Epoch [29][1700/7330] lr: 1.000e-05, eta: 8:04:51, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1306, s0.acc: 95.2031, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2065, s1.loss_cls: 0.0598, s1.acc: 95.5281, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1050, s2.loss_cls: 0.0304, s2.acc: 95.3487, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0498, loss: 0.9727 2022-06-16 09:24:42,143 - mmdet - INFO - Epoch [29][1750/7330] lr: 1.000e-05, eta: 8:04:25, time: 0.470, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1315, s0.acc: 95.1675, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2085, s1.loss_cls: 0.0609, s1.acc: 95.3958, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1072, s2.loss_cls: 0.0305, s2.acc: 95.3429, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0509, loss: 0.9889 2022-06-16 09:25:06,163 - mmdet - INFO - Epoch [29][1800/7330] lr: 1.000e-05, eta: 8:03:59, time: 0.481, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1348, s0.acc: 95.0544, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2108, s1.loss_cls: 0.0622, s1.acc: 95.2910, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1072, s2.loss_cls: 0.0311, s2.acc: 95.1962, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0506, loss: 1.0052 2022-06-16 09:25:28,968 - mmdet - INFO - Epoch [29][1850/7330] lr: 1.000e-05, eta: 8:03:32, time: 0.456, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1302, s0.acc: 95.2292, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2074, s1.loss_cls: 0.0600, s1.acc: 95.4544, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1052, s2.loss_cls: 0.0303, s2.acc: 95.3446, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0498, loss: 0.9743 2022-06-16 09:25:51,676 - mmdet - INFO - Epoch [29][1900/7330] lr: 1.000e-05, eta: 8:03:05, time: 0.455, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1239, s0.acc: 95.3857, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2022, s1.loss_cls: 0.0576, s1.acc: 95.6409, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1045, s2.loss_cls: 0.0290, s2.acc: 95.5573, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0501, loss: 0.9411 2022-06-16 09:26:14,605 - mmdet - INFO - Epoch [29][1950/7330] lr: 1.000e-05, eta: 8:02:38, time: 0.459, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1279, s0.acc: 95.3560, s0.loss_bbox: 0.2065, s0.loss_mask: 0.1998, s1.loss_cls: 0.0576, s1.acc: 95.6925, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1030, s2.loss_cls: 0.0294, s2.acc: 95.5124, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0491, loss: 0.9539 2022-06-16 09:26:37,315 - mmdet - INFO - Epoch [29][2000/7330] lr: 1.000e-05, eta: 8:02:12, time: 0.454, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1251, s0.acc: 95.3833, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2031, s1.loss_cls: 0.0585, s1.acc: 95.5094, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1039, s2.loss_cls: 0.0294, s2.acc: 95.4379, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0492, loss: 0.9481 2022-06-16 09:26:59,515 - mmdet - INFO - Epoch [29][2050/7330] lr: 1.000e-05, eta: 8:01:44, time: 0.444, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1331, s0.acc: 95.1855, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2048, s1.loss_cls: 0.0618, s1.acc: 95.4340, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1044, s2.loss_cls: 0.0306, s2.acc: 95.3376, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9742 2022-06-16 09:27:22,445 - mmdet - INFO - Epoch [29][2100/7330] lr: 1.000e-05, eta: 8:01:18, time: 0.459, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1217, s0.acc: 95.6348, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1975, s1.loss_cls: 0.0568, s1.acc: 95.7709, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1011, s2.loss_cls: 0.0282, s2.acc: 95.7209, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0484, loss: 0.9200 2022-06-16 09:27:44,954 - mmdet - INFO - Epoch [29][2150/7330] lr: 1.000e-05, eta: 8:00:51, time: 0.450, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1290, s0.acc: 95.3320, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2038, s1.loss_cls: 0.0605, s1.acc: 95.5157, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1037, s2.loss_cls: 0.0299, s2.acc: 95.3813, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0493, loss: 0.9530 2022-06-16 09:28:07,662 - mmdet - INFO - Epoch [29][2200/7330] lr: 1.000e-05, eta: 8:00:24, time: 0.454, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1299, s0.acc: 95.2637, s0.loss_bbox: 0.2081, s0.loss_mask: 0.1994, s1.loss_cls: 0.0597, s1.acc: 95.5207, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1016, s2.loss_cls: 0.0299, s2.acc: 95.4673, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0481, loss: 0.9563 2022-06-16 09:28:30,418 - mmdet - INFO - Epoch [29][2250/7330] lr: 1.000e-05, eta: 7:59:57, time: 0.455, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1311, s0.acc: 95.2932, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2082, s1.loss_cls: 0.0603, s1.acc: 95.5974, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1060, s2.loss_cls: 0.0299, s2.acc: 95.4677, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0503, loss: 0.9798 2022-06-16 09:28:53,425 - mmdet - INFO - Epoch [29][2300/7330] lr: 1.000e-05, eta: 7:59:31, time: 0.460, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1383, s0.acc: 94.9604, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2101, s1.loss_cls: 0.0636, s1.acc: 95.2653, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1070, s2.loss_cls: 0.0319, s2.acc: 95.0981, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 1.0052 2022-06-16 09:29:16,523 - mmdet - INFO - Epoch [29][2350/7330] lr: 1.000e-05, eta: 7:59:04, time: 0.462, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1355, s0.acc: 95.0613, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2088, s1.loss_cls: 0.0628, s1.acc: 95.2698, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1063, s2.loss_cls: 0.0308, s2.acc: 95.2563, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0505, loss: 1.0013 2022-06-16 09:29:39,151 - mmdet - INFO - Epoch [29][2400/7330] lr: 1.000e-05, eta: 7:58:37, time: 0.452, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1287, s0.acc: 95.3328, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2075, s1.loss_cls: 0.0590, s1.acc: 95.6053, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1064, s2.loss_cls: 0.0300, s2.acc: 95.4895, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0504, loss: 0.9730 2022-06-16 09:30:02,651 - mmdet - INFO - Epoch [29][2450/7330] lr: 1.000e-05, eta: 7:58:11, time: 0.470, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1337, s0.acc: 95.1409, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2091, s1.loss_cls: 0.0616, s1.acc: 95.4185, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1065, s2.loss_cls: 0.0306, s2.acc: 95.4220, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0504, loss: 0.9847 2022-06-16 09:30:26,082 - mmdet - INFO - Epoch [29][2500/7330] lr: 1.000e-05, eta: 7:57:44, time: 0.469, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1244, s0.acc: 95.4385, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2025, s1.loss_cls: 0.0575, s1.acc: 95.6740, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1040, s2.loss_cls: 0.0285, s2.acc: 95.5955, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0494, loss: 0.9473 2022-06-16 09:30:49,544 - mmdet - INFO - Epoch [29][2550/7330] lr: 1.000e-05, eta: 7:57:18, time: 0.469, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1419, s0.acc: 94.9546, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2161, s1.loss_cls: 0.0644, s1.acc: 95.3192, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1101, s2.loss_cls: 0.0321, s2.acc: 95.2571, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0523, loss: 1.0292 2022-06-16 09:31:13,154 - mmdet - INFO - Epoch [29][2600/7330] lr: 1.000e-05, eta: 7:56:52, time: 0.472, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1331, s0.acc: 95.1370, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2056, s1.loss_cls: 0.0614, s1.acc: 95.3985, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1050, s2.loss_cls: 0.0310, s2.acc: 95.2153, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0500, loss: 0.9844 2022-06-16 09:31:36,302 - mmdet - INFO - Epoch [29][2650/7330] lr: 1.000e-05, eta: 7:56:25, time: 0.463, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1229, s0.acc: 95.5623, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2000, s1.loss_cls: 0.0564, s1.acc: 95.7515, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1023, s2.loss_cls: 0.0283, s2.acc: 95.6485, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0484, loss: 0.9317 2022-06-16 09:32:00,436 - mmdet - INFO - Epoch [29][2700/7330] lr: 1.000e-05, eta: 7:55:59, time: 0.482, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1346, s0.acc: 95.0588, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2094, s1.loss_cls: 0.0625, s1.acc: 95.2663, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1064, s2.loss_cls: 0.0307, s2.acc: 95.1818, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0504, loss: 0.9943 2022-06-16 09:32:23,790 - mmdet - INFO - Epoch [29][2750/7330] lr: 1.000e-05, eta: 7:55:32, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1264, s0.acc: 95.3660, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2065, s1.loss_cls: 0.0578, s1.acc: 95.7040, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1049, s2.loss_cls: 0.0290, s2.acc: 95.6180, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0500, loss: 0.9517 2022-06-16 09:32:47,058 - mmdet - INFO - Epoch [29][2800/7330] lr: 1.000e-05, eta: 7:55:06, time: 0.465, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1380, s0.acc: 95.0149, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2119, s1.loss_cls: 0.0641, s1.acc: 95.2725, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1075, s2.loss_cls: 0.0317, s2.acc: 95.1228, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0507, loss: 1.0072 2022-06-16 09:33:10,741 - mmdet - INFO - Epoch [29][2850/7330] lr: 1.000e-05, eta: 7:54:40, time: 0.474, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1297, s0.acc: 95.3416, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2065, s1.loss_cls: 0.0596, s1.acc: 95.6076, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1063, s2.loss_cls: 0.0301, s2.acc: 95.4548, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 0.9720 2022-06-16 09:33:34,086 - mmdet - INFO - Epoch [29][2900/7330] lr: 1.000e-05, eta: 7:54:13, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1288, s0.acc: 95.3638, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2069, s1.loss_cls: 0.0599, s1.acc: 95.6098, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1061, s2.loss_cls: 0.0301, s2.acc: 95.4515, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0503, loss: 0.9651 2022-06-16 09:33:57,524 - mmdet - INFO - Epoch [29][2950/7330] lr: 1.000e-05, eta: 7:53:47, time: 0.469, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1300, s0.acc: 95.2471, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2011, s1.loss_cls: 0.0596, s1.acc: 95.5696, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1024, s2.loss_cls: 0.0301, s2.acc: 95.3688, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0489, loss: 0.9602 2022-06-16 09:34:20,710 - mmdet - INFO - Epoch [29][3000/7330] lr: 1.000e-05, eta: 7:53:20, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1255, s0.acc: 95.4189, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2023, s1.loss_cls: 0.0582, s1.acc: 95.7251, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1041, s2.loss_cls: 0.0288, s2.acc: 95.6164, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0500, loss: 0.9464 2022-06-16 09:34:43,807 - mmdet - INFO - Epoch [29][3050/7330] lr: 1.000e-05, eta: 7:52:53, time: 0.462, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1320, s0.acc: 95.1660, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2083, s1.loss_cls: 0.0601, s1.acc: 95.4707, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1065, s2.loss_cls: 0.0302, s2.acc: 95.3749, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0505, loss: 0.9862 2022-06-16 09:35:07,245 - mmdet - INFO - Epoch [29][3100/7330] lr: 1.000e-05, eta: 7:52:27, time: 0.469, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1327, s0.acc: 95.1670, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2076, s1.loss_cls: 0.0615, s1.acc: 95.3910, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1060, s2.loss_cls: 0.0309, s2.acc: 95.3474, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0501, loss: 0.9866 2022-06-16 09:35:30,522 - mmdet - INFO - Epoch [29][3150/7330] lr: 1.000e-05, eta: 7:52:01, time: 0.465, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1278, s0.acc: 95.2686, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2082, s1.loss_cls: 0.0587, s1.acc: 95.5590, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1069, s2.loss_cls: 0.0292, s2.acc: 95.4525, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0506, loss: 0.9789 2022-06-16 09:35:53,840 - mmdet - INFO - Epoch [29][3200/7330] lr: 1.000e-05, eta: 7:51:34, time: 0.466, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1251, s0.acc: 95.4785, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1994, s1.loss_cls: 0.0568, s1.acc: 95.7963, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1022, s2.loss_cls: 0.0289, s2.acc: 95.6149, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0486, loss: 0.9319 2022-06-16 09:36:17,183 - mmdet - INFO - Epoch [29][3250/7330] lr: 1.000e-05, eta: 7:51:08, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1303, s0.acc: 95.1836, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2086, s1.loss_cls: 0.0603, s1.acc: 95.4740, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1060, s2.loss_cls: 0.0305, s2.acc: 95.3196, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0502, loss: 0.9811 2022-06-16 09:36:40,832 - mmdet - INFO - Epoch [29][3300/7330] lr: 1.000e-05, eta: 7:50:41, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1316, s0.acc: 95.1602, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2059, s1.loss_cls: 0.0610, s1.acc: 95.4831, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1057, s2.loss_cls: 0.0307, s2.acc: 95.3600, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0505, loss: 0.9877 2022-06-16 09:37:04,502 - mmdet - INFO - Epoch [29][3350/7330] lr: 1.000e-05, eta: 7:50:15, time: 0.475, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1323, s0.acc: 95.1711, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2055, s1.loss_cls: 0.0607, s1.acc: 95.4239, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1047, s2.loss_cls: 0.0304, s2.acc: 95.2974, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0498, loss: 0.9829 2022-06-16 09:37:27,905 - mmdet - INFO - Epoch [29][3400/7330] lr: 1.000e-05, eta: 7:49:49, time: 0.468, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1383, s0.acc: 95.0024, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2103, s1.loss_cls: 0.0636, s1.acc: 95.3078, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1066, s2.loss_cls: 0.0316, s2.acc: 95.1878, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0506, loss: 1.0048 2022-06-16 09:37:51,037 - mmdet - INFO - Epoch [29][3450/7330] lr: 1.000e-05, eta: 7:49:22, time: 0.463, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1278, s0.acc: 95.3411, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2036, s1.loss_cls: 0.0593, s1.acc: 95.5808, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1036, s2.loss_cls: 0.0294, s2.acc: 95.3839, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0493, loss: 0.9610 2022-06-16 09:38:14,724 - mmdet - INFO - Epoch [29][3500/7330] lr: 1.000e-05, eta: 7:48:56, time: 0.474, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1308, s0.acc: 95.2622, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2117, s1.loss_cls: 0.0592, s1.acc: 95.6457, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1073, s2.loss_cls: 0.0296, s2.acc: 95.4325, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0509, loss: 0.9848 2022-06-16 09:38:37,984 - mmdet - INFO - Epoch [29][3550/7330] lr: 1.000e-05, eta: 7:48:29, time: 0.465, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1314, s0.acc: 95.3816, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2066, s1.loss_cls: 0.0596, s1.acc: 95.7023, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1060, s2.loss_cls: 0.0291, s2.acc: 95.6833, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0504, loss: 0.9627 2022-06-16 09:39:01,070 - mmdet - INFO - Epoch [29][3600/7330] lr: 1.000e-05, eta: 7:48:03, time: 0.462, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1316, s0.acc: 95.2080, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2042, s1.loss_cls: 0.0616, s1.acc: 95.3909, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1048, s2.loss_cls: 0.0306, s2.acc: 95.3850, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 0.9717 2022-06-16 09:39:24,256 - mmdet - INFO - Epoch [29][3650/7330] lr: 1.000e-05, eta: 7:47:36, time: 0.464, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1316, s0.acc: 95.3440, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2059, s1.loss_cls: 0.0606, s1.acc: 95.6615, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1051, s2.loss_cls: 0.0304, s2.acc: 95.5361, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0497, loss: 0.9735 2022-06-16 09:39:47,853 - mmdet - INFO - Epoch [29][3700/7330] lr: 1.000e-05, eta: 7:47:10, time: 0.472, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1263, s0.acc: 95.4189, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2005, s1.loss_cls: 0.0581, s1.acc: 95.6979, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1036, s2.loss_cls: 0.0290, s2.acc: 95.5308, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0491, loss: 0.9406 2022-06-16 09:40:11,192 - mmdet - INFO - Epoch [29][3750/7330] lr: 1.000e-05, eta: 7:46:43, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1334, s0.acc: 95.0723, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2025, s1.loss_cls: 0.0619, s1.acc: 95.3248, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1040, s2.loss_cls: 0.0305, s2.acc: 95.2419, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0492, loss: 0.9800 2022-06-16 09:40:34,701 - mmdet - INFO - Epoch [29][3800/7330] lr: 1.000e-05, eta: 7:46:17, time: 0.470, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1343, s0.acc: 95.0974, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2002, s1.loss_cls: 0.0621, s1.acc: 95.3986, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1016, s2.loss_cls: 0.0308, s2.acc: 95.3503, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0484, loss: 0.9719 2022-06-16 09:40:57,861 - mmdet - INFO - Epoch [29][3850/7330] lr: 1.000e-05, eta: 7:45:51, time: 0.463, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1241, s0.acc: 95.4231, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2010, s1.loss_cls: 0.0576, s1.acc: 95.6936, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1037, s2.loss_cls: 0.0293, s2.acc: 95.5106, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0495, loss: 0.9439 2022-06-16 09:41:20,926 - mmdet - INFO - Epoch [29][3900/7330] lr: 1.000e-05, eta: 7:45:24, time: 0.458, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1220, s0.acc: 95.5725, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2005, s1.loss_cls: 0.0560, s1.acc: 95.8705, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1023, s2.loss_cls: 0.0281, s2.acc: 95.7726, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0485, loss: 0.9293 2022-06-16 09:41:44,027 - mmdet - INFO - Epoch [29][3950/7330] lr: 1.000e-05, eta: 7:44:57, time: 0.465, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1311, s0.acc: 95.1318, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2044, s1.loss_cls: 0.0606, s1.acc: 95.4024, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1051, s2.loss_cls: 0.0301, s2.acc: 95.3498, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0501, loss: 0.9678 2022-06-16 09:42:07,232 - mmdet - INFO - Epoch [29][4000/7330] lr: 1.000e-05, eta: 7:44:31, time: 0.464, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1311, s0.acc: 95.2393, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2080, s1.loss_cls: 0.0606, s1.acc: 95.5403, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1051, s2.loss_cls: 0.0304, s2.acc: 95.3149, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0501, loss: 0.9694 2022-06-16 09:42:30,856 - mmdet - INFO - Epoch [29][4050/7330] lr: 1.000e-05, eta: 7:44:05, time: 0.472, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1330, s0.acc: 95.1189, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2106, s1.loss_cls: 0.0621, s1.acc: 95.3956, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1080, s2.loss_cls: 0.0311, s2.acc: 95.1944, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0511, loss: 0.9973 2022-06-16 09:42:54,547 - mmdet - INFO - Epoch [29][4100/7330] lr: 1.000e-05, eta: 7:43:38, time: 0.472, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1291, s0.acc: 95.3015, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2079, s1.loss_cls: 0.0600, s1.acc: 95.5661, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1060, s2.loss_cls: 0.0301, s2.acc: 95.3589, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0503, loss: 0.9647 2022-06-16 09:43:18,387 - mmdet - INFO - Epoch [29][4150/7330] lr: 1.000e-05, eta: 7:43:12, time: 0.479, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1364, s0.acc: 94.9219, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2103, s1.loss_cls: 0.0632, s1.acc: 95.2119, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1072, s2.loss_cls: 0.0320, s2.acc: 95.0602, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0507, loss: 1.0097 2022-06-16 09:43:41,851 - mmdet - INFO - Epoch [29][4200/7330] lr: 1.000e-05, eta: 7:42:46, time: 0.469, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1244, s0.acc: 95.4080, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1981, s1.loss_cls: 0.0571, s1.acc: 95.6498, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1018, s2.loss_cls: 0.0288, s2.acc: 95.5406, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0481, loss: 0.9276 2022-06-16 09:44:04,819 - mmdet - INFO - Epoch [29][4250/7330] lr: 1.000e-05, eta: 7:42:19, time: 0.459, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1298, s0.acc: 95.2805, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2064, s1.loss_cls: 0.0600, s1.acc: 95.5590, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1051, s2.loss_cls: 0.0300, s2.acc: 95.3814, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0498, loss: 0.9582 2022-06-16 09:44:27,884 - mmdet - INFO - Epoch [29][4300/7330] lr: 1.000e-05, eta: 7:41:53, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1317, s0.acc: 95.1924, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2050, s1.loss_cls: 0.0602, s1.acc: 95.5292, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1044, s2.loss_cls: 0.0302, s2.acc: 95.4089, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0496, loss: 0.9740 2022-06-16 09:44:51,063 - mmdet - INFO - Epoch [29][4350/7330] lr: 1.000e-05, eta: 7:41:26, time: 0.464, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1293, s0.acc: 95.2827, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2034, s1.loss_cls: 0.0595, s1.acc: 95.5583, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1046, s2.loss_cls: 0.0301, s2.acc: 95.4471, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0500, loss: 0.9641 2022-06-16 09:45:14,445 - mmdet - INFO - Epoch [29][4400/7330] lr: 1.000e-05, eta: 7:41:00, time: 0.468, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1283, s0.acc: 95.3289, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2098, s1.loss_cls: 0.0585, s1.acc: 95.6695, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1063, s2.loss_cls: 0.0295, s2.acc: 95.5038, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0505, loss: 0.9700 2022-06-16 09:45:37,701 - mmdet - INFO - Epoch [29][4450/7330] lr: 1.000e-05, eta: 7:40:33, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1252, s0.acc: 95.4111, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2029, s1.loss_cls: 0.0575, s1.acc: 95.7209, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1043, s2.loss_cls: 0.0290, s2.acc: 95.6328, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0495, loss: 0.9451 2022-06-16 09:46:00,684 - mmdet - INFO - Epoch [29][4500/7330] lr: 1.000e-05, eta: 7:40:07, time: 0.460, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1278, s0.acc: 95.3665, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2032, s1.loss_cls: 0.0585, s1.acc: 95.6149, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1048, s2.loss_cls: 0.0294, s2.acc: 95.5029, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0493, loss: 0.9575 2022-06-16 09:46:23,930 - mmdet - INFO - Epoch [29][4550/7330] lr: 1.000e-05, eta: 7:39:40, time: 0.465, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1274, s0.acc: 95.3662, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2055, s1.loss_cls: 0.0593, s1.acc: 95.5674, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1046, s2.loss_cls: 0.0290, s2.acc: 95.6064, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0497, loss: 0.9521 2022-06-16 09:46:47,304 - mmdet - INFO - Epoch [29][4600/7330] lr: 1.000e-05, eta: 7:39:14, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1225, s0.acc: 95.5576, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2019, s1.loss_cls: 0.0570, s1.acc: 95.8135, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1031, s2.loss_cls: 0.0285, s2.acc: 95.6580, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0491, loss: 0.9342 2022-06-16 09:47:10,449 - mmdet - INFO - Epoch [29][4650/7330] lr: 1.000e-05, eta: 7:38:48, time: 0.463, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1235, s0.acc: 95.5962, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1988, s1.loss_cls: 0.0565, s1.acc: 95.8388, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1029, s2.loss_cls: 0.0290, s2.acc: 95.7433, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0491, loss: 0.9345 2022-06-16 09:47:33,059 - mmdet - INFO - Epoch [29][4700/7330] lr: 1.000e-05, eta: 7:38:21, time: 0.452, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1281, s0.acc: 95.3577, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2044, s1.loss_cls: 0.0592, s1.acc: 95.6152, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1060, s2.loss_cls: 0.0293, s2.acc: 95.4726, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0503, loss: 0.9649 2022-06-16 09:47:56,081 - mmdet - INFO - Epoch [29][4750/7330] lr: 1.000e-05, eta: 7:37:54, time: 0.460, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1241, s0.acc: 95.5190, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2032, s1.loss_cls: 0.0573, s1.acc: 95.7478, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1043, s2.loss_cls: 0.0292, s2.acc: 95.5042, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0493, loss: 0.9353 2022-06-16 09:48:19,347 - mmdet - INFO - Epoch [29][4800/7330] lr: 1.000e-05, eta: 7:37:28, time: 0.465, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1274, s0.acc: 95.4250, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1992, s1.loss_cls: 0.0590, s1.acc: 95.6411, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1024, s2.loss_cls: 0.0289, s2.acc: 95.6073, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0488, loss: 0.9447 2022-06-16 09:48:42,403 - mmdet - INFO - Epoch [29][4850/7330] lr: 1.000e-05, eta: 7:37:01, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1234, s0.acc: 95.5269, s0.loss_bbox: 0.1955, s0.loss_mask: 0.2006, s1.loss_cls: 0.0574, s1.acc: 95.7874, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1033, s2.loss_cls: 0.0289, s2.acc: 95.5866, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0488, loss: 0.9296 2022-06-16 09:49:06,180 - mmdet - INFO - Epoch [29][4900/7330] lr: 1.000e-05, eta: 7:36:35, time: 0.476, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1327, s0.acc: 95.1768, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2064, s1.loss_cls: 0.0608, s1.acc: 95.4514, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1060, s2.loss_cls: 0.0305, s2.acc: 95.3760, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0504, loss: 0.9825 2022-06-16 09:49:29,779 - mmdet - INFO - Epoch [29][4950/7330] lr: 1.000e-05, eta: 7:36:09, time: 0.472, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1283, s0.acc: 95.2734, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2085, s1.loss_cls: 0.0596, s1.acc: 95.5274, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1061, s2.loss_cls: 0.0303, s2.acc: 95.2656, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0504, loss: 0.9779 2022-06-16 09:49:53,265 - mmdet - INFO - Epoch [29][5000/7330] lr: 1.000e-05, eta: 7:35:43, time: 0.469, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1210, s0.acc: 95.6143, s0.loss_bbox: 0.1965, s0.loss_mask: 0.1984, s1.loss_cls: 0.0563, s1.acc: 95.8697, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1027, s2.loss_cls: 0.0283, s2.acc: 95.7077, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0491, loss: 0.9223 2022-06-16 09:50:16,927 - mmdet - INFO - Epoch [29][5050/7330] lr: 1.000e-05, eta: 7:35:16, time: 0.474, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1290, s0.acc: 95.4160, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2035, s1.loss_cls: 0.0591, s1.acc: 95.7376, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1041, s2.loss_cls: 0.0296, s2.acc: 95.5842, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0496, loss: 0.9625 2022-06-16 09:50:40,250 - mmdet - INFO - Epoch [29][5100/7330] lr: 1.000e-05, eta: 7:34:50, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1340, s0.acc: 95.0364, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2047, s1.loss_cls: 0.0625, s1.acc: 95.2186, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1043, s2.loss_cls: 0.0313, s2.acc: 95.1499, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0491, loss: 0.9798 2022-06-16 09:51:04,121 - mmdet - INFO - Epoch [29][5150/7330] lr: 1.000e-05, eta: 7:34:24, time: 0.477, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1329, s0.acc: 95.1201, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2072, s1.loss_cls: 0.0616, s1.acc: 95.3712, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1065, s2.loss_cls: 0.0307, s2.acc: 95.3502, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0503, loss: 0.9909 2022-06-16 09:51:27,269 - mmdet - INFO - Epoch [29][5200/7330] lr: 1.000e-05, eta: 7:33:57, time: 0.463, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1282, s0.acc: 95.3953, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2055, s1.loss_cls: 0.0593, s1.acc: 95.6343, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1044, s2.loss_cls: 0.0298, s2.acc: 95.5104, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0492, loss: 0.9652 2022-06-16 09:51:50,887 - mmdet - INFO - Epoch [29][5250/7330] lr: 1.000e-05, eta: 7:33:31, time: 0.472, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1341, s0.acc: 95.1970, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2024, s1.loss_cls: 0.0617, s1.acc: 95.5301, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1031, s2.loss_cls: 0.0304, s2.acc: 95.4326, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0491, loss: 0.9752 2022-06-16 09:52:14,056 - mmdet - INFO - Epoch [29][5300/7330] lr: 1.000e-05, eta: 7:33:05, time: 0.463, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1298, s0.acc: 95.2217, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2097, s1.loss_cls: 0.0600, s1.acc: 95.4589, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1067, s2.loss_cls: 0.0295, s2.acc: 95.4766, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0505, loss: 0.9769 2022-06-16 09:52:37,421 - mmdet - INFO - Epoch [29][5350/7330] lr: 1.000e-05, eta: 7:32:38, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1277, s0.acc: 95.3101, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2041, s1.loss_cls: 0.0600, s1.acc: 95.4920, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1040, s2.loss_cls: 0.0297, s2.acc: 95.4099, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0496, loss: 0.9586 2022-06-16 09:53:01,192 - mmdet - INFO - Epoch [29][5400/7330] lr: 1.000e-05, eta: 7:32:12, time: 0.475, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1350, s0.acc: 95.0564, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2035, s1.loss_cls: 0.0628, s1.acc: 95.3027, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1041, s2.loss_cls: 0.0309, s2.acc: 95.2394, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0492, loss: 0.9806 2022-06-16 09:53:24,556 - mmdet - INFO - Epoch [29][5450/7330] lr: 1.000e-05, eta: 7:31:46, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1259, s0.acc: 95.4270, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2034, s1.loss_cls: 0.0587, s1.acc: 95.6654, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1039, s2.loss_cls: 0.0291, s2.acc: 95.5685, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0495, loss: 0.9504 2022-06-16 09:53:47,666 - mmdet - INFO - Epoch [29][5500/7330] lr: 1.000e-05, eta: 7:31:19, time: 0.462, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1278, s0.acc: 95.2776, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2101, s1.loss_cls: 0.0594, s1.acc: 95.4831, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1077, s2.loss_cls: 0.0300, s2.acc: 95.3653, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0511, loss: 0.9677 2022-06-16 09:54:11,005 - mmdet - INFO - Epoch [29][5550/7330] lr: 1.000e-05, eta: 7:30:53, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1312, s0.acc: 95.3267, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2058, s1.loss_cls: 0.0609, s1.acc: 95.5438, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1050, s2.loss_cls: 0.0302, s2.acc: 95.4604, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0497, loss: 0.9712 2022-06-16 09:54:34,172 - mmdet - INFO - Epoch [29][5600/7330] lr: 1.000e-05, eta: 7:30:27, time: 0.463, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1292, s0.acc: 95.2544, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2073, s1.loss_cls: 0.0599, s1.acc: 95.5632, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1051, s2.loss_cls: 0.0303, s2.acc: 95.3802, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0499, loss: 0.9710 2022-06-16 09:54:58,580 - mmdet - INFO - Epoch [29][5650/7330] lr: 1.000e-05, eta: 7:30:01, time: 0.489, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1280, s0.acc: 95.3933, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2044, s1.loss_cls: 0.0587, s1.acc: 95.6517, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1050, s2.loss_cls: 0.0293, s2.acc: 95.5569, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0502, loss: 0.9625 2022-06-16 09:55:22,225 - mmdet - INFO - Epoch [29][5700/7330] lr: 1.000e-05, eta: 7:29:34, time: 0.473, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1278, s0.acc: 95.3472, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2071, s1.loss_cls: 0.0600, s1.acc: 95.5723, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1066, s2.loss_cls: 0.0295, s2.acc: 95.4819, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0507, loss: 0.9651 2022-06-16 09:55:45,828 - mmdet - INFO - Epoch [29][5750/7330] lr: 1.000e-05, eta: 7:29:08, time: 0.472, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1226, s0.acc: 95.4644, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1994, s1.loss_cls: 0.0565, s1.acc: 95.7530, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1017, s2.loss_cls: 0.0284, s2.acc: 95.6133, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0481, loss: 0.9325 2022-06-16 09:56:09,805 - mmdet - INFO - Epoch [29][5800/7330] lr: 1.000e-05, eta: 7:28:42, time: 0.479, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1369, s0.acc: 95.0737, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2113, s1.loss_cls: 0.0630, s1.acc: 95.3656, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1076, s2.loss_cls: 0.0314, s2.acc: 95.2296, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0513, loss: 0.9964 2022-06-16 09:56:33,778 - mmdet - INFO - Epoch [29][5850/7330] lr: 1.000e-05, eta: 7:28:16, time: 0.479, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1314, s0.acc: 95.2388, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2107, s1.loss_cls: 0.0604, s1.acc: 95.5136, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1068, s2.loss_cls: 0.0307, s2.acc: 95.3631, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0507, loss: 0.9827 2022-06-16 09:56:57,438 - mmdet - INFO - Epoch [29][5900/7330] lr: 1.000e-05, eta: 7:27:50, time: 0.474, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1252, s0.acc: 95.4043, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2036, s1.loss_cls: 0.0578, s1.acc: 95.6037, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1041, s2.loss_cls: 0.0288, s2.acc: 95.4537, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0493, loss: 0.9442 2022-06-16 09:57:21,177 - mmdet - INFO - Epoch [29][5950/7330] lr: 1.000e-05, eta: 7:27:24, time: 0.475, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1323, s0.acc: 95.1348, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2100, s1.loss_cls: 0.0610, s1.acc: 95.4323, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1072, s2.loss_cls: 0.0304, s2.acc: 95.3060, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0508, loss: 0.9867 2022-06-16 09:57:44,123 - mmdet - INFO - Epoch [29][6000/7330] lr: 1.000e-05, eta: 7:26:57, time: 0.459, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1245, s0.acc: 95.4626, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2034, s1.loss_cls: 0.0584, s1.acc: 95.6506, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1031, s2.loss_cls: 0.0291, s2.acc: 95.5812, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0489, loss: 0.9414 2022-06-16 09:58:07,503 - mmdet - INFO - Epoch [29][6050/7330] lr: 1.000e-05, eta: 7:26:31, time: 0.468, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1208, s0.acc: 95.5776, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2047, s1.loss_cls: 0.0567, s1.acc: 95.7752, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1063, s2.loss_cls: 0.0285, s2.acc: 95.5599, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0506, loss: 0.9332 2022-06-16 09:58:31,553 - mmdet - INFO - Epoch [29][6100/7330] lr: 1.000e-05, eta: 7:26:05, time: 0.480, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1309, s0.acc: 95.2166, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2070, s1.loss_cls: 0.0598, s1.acc: 95.4447, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1043, s2.loss_cls: 0.0299, s2.acc: 95.4237, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0496, loss: 0.9759 2022-06-16 09:58:55,579 - mmdet - INFO - Epoch [29][6150/7330] lr: 1.000e-05, eta: 7:25:39, time: 0.481, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1333, s0.acc: 95.1384, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2070, s1.loss_cls: 0.0613, s1.acc: 95.4541, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1060, s2.loss_cls: 0.0307, s2.acc: 95.3338, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0502, loss: 0.9883 2022-06-16 09:59:19,205 - mmdet - INFO - Epoch [29][6200/7330] lr: 1.000e-05, eta: 7:25:13, time: 0.473, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1291, s0.acc: 95.4128, s0.loss_bbox: 0.2073, s0.loss_mask: 0.1989, s1.loss_cls: 0.0592, s1.acc: 95.6679, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1017, s2.loss_cls: 0.0290, s2.acc: 95.5591, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0487, loss: 0.9524 2022-06-16 09:59:42,719 - mmdet - INFO - Epoch [29][6250/7330] lr: 1.000e-05, eta: 7:24:46, time: 0.470, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1286, s0.acc: 95.2566, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2013, s1.loss_cls: 0.0592, s1.acc: 95.5664, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1024, s2.loss_cls: 0.0296, s2.acc: 95.4584, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0487, loss: 0.9518 2022-06-16 10:00:06,053 - mmdet - INFO - Epoch [29][6300/7330] lr: 1.000e-05, eta: 7:24:20, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1289, s0.acc: 95.3872, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2073, s1.loss_cls: 0.0590, s1.acc: 95.7227, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1057, s2.loss_cls: 0.0293, s2.acc: 95.6360, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0505, loss: 0.9661 2022-06-16 10:00:29,862 - mmdet - INFO - Epoch [29][6350/7330] lr: 1.000e-05, eta: 7:23:54, time: 0.476, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1282, s0.acc: 95.3457, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2022, s1.loss_cls: 0.0591, s1.acc: 95.6521, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1038, s2.loss_cls: 0.0297, s2.acc: 95.4839, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0495, loss: 0.9618 2022-06-16 10:00:53,411 - mmdet - INFO - Epoch [29][6400/7330] lr: 1.000e-05, eta: 7:23:28, time: 0.471, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1281, s0.acc: 95.3799, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2038, s1.loss_cls: 0.0590, s1.acc: 95.6489, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1046, s2.loss_cls: 0.0296, s2.acc: 95.5508, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0498, loss: 0.9526 2022-06-16 10:01:16,720 - mmdet - INFO - Epoch [29][6450/7330] lr: 1.000e-05, eta: 7:23:01, time: 0.466, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1309, s0.acc: 95.1108, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2096, s1.loss_cls: 0.0601, s1.acc: 95.4079, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1078, s2.loss_cls: 0.0303, s2.acc: 95.2550, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 0.9917 2022-06-16 10:01:40,190 - mmdet - INFO - Epoch [29][6500/7330] lr: 1.000e-05, eta: 7:22:35, time: 0.469, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1287, s0.acc: 95.2078, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2082, s1.loss_cls: 0.0588, s1.acc: 95.5401, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1061, s2.loss_cls: 0.0296, s2.acc: 95.3915, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0507, loss: 0.9707 2022-06-16 10:02:03,951 - mmdet - INFO - Epoch [29][6550/7330] lr: 1.000e-05, eta: 7:22:09, time: 0.475, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1318, s0.acc: 95.1685, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2074, s1.loss_cls: 0.0612, s1.acc: 95.4756, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1063, s2.loss_cls: 0.0307, s2.acc: 95.3637, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0505, loss: 0.9734 2022-06-16 10:02:27,424 - mmdet - INFO - Epoch [29][6600/7330] lr: 1.000e-05, eta: 7:21:43, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1390, s0.acc: 94.9172, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2055, s1.loss_cls: 0.0647, s1.acc: 95.2166, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1045, s2.loss_cls: 0.0321, s2.acc: 95.1080, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0496, loss: 0.9970 2022-06-16 10:02:50,909 - mmdet - INFO - Epoch [29][6650/7330] lr: 1.000e-05, eta: 7:21:16, time: 0.472, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1293, s0.acc: 95.2834, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2044, s1.loss_cls: 0.0605, s1.acc: 95.4634, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1044, s2.loss_cls: 0.0303, s2.acc: 95.4227, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0497, loss: 0.9690 2022-06-16 10:03:14,340 - mmdet - INFO - Epoch [29][6700/7330] lr: 1.000e-05, eta: 7:20:50, time: 0.469, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1314, s0.acc: 95.1238, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2105, s1.loss_cls: 0.0613, s1.acc: 95.4181, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1078, s2.loss_cls: 0.0303, s2.acc: 95.2912, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0515, loss: 0.9909 2022-06-16 10:03:37,843 - mmdet - INFO - Epoch [29][6750/7330] lr: 1.000e-05, eta: 7:20:24, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1243, s0.acc: 95.4282, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2018, s1.loss_cls: 0.0577, s1.acc: 95.6824, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1042, s2.loss_cls: 0.0292, s2.acc: 95.5258, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0495, loss: 0.9519 2022-06-16 10:04:01,030 - mmdet - INFO - Epoch [29][6800/7330] lr: 1.000e-05, eta: 7:19:58, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1286, s0.acc: 95.2666, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2057, s1.loss_cls: 0.0593, s1.acc: 95.6268, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1058, s2.loss_cls: 0.0296, s2.acc: 95.5023, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0505, loss: 0.9673 2022-06-16 10:04:24,116 - mmdet - INFO - Epoch [29][6850/7330] lr: 1.000e-05, eta: 7:19:31, time: 0.462, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1278, s0.acc: 95.2932, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2020, s1.loss_cls: 0.0590, s1.acc: 95.5263, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1034, s2.loss_cls: 0.0296, s2.acc: 95.3505, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0492, loss: 0.9585 2022-06-16 10:04:46,967 - mmdet - INFO - Epoch [29][6900/7330] lr: 1.000e-05, eta: 7:19:05, time: 0.457, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1311, s0.acc: 95.2441, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2037, s1.loss_cls: 0.0598, s1.acc: 95.5490, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1048, s2.loss_cls: 0.0298, s2.acc: 95.3784, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0501, loss: 0.9666 2022-06-16 10:05:09,687 - mmdet - INFO - Epoch [29][6950/7330] lr: 1.000e-05, eta: 7:18:38, time: 0.454, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1253, s0.acc: 95.5977, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2033, s1.loss_cls: 0.0580, s1.acc: 95.8403, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1046, s2.loss_cls: 0.0287, s2.acc: 95.7155, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0497, loss: 0.9356 2022-06-16 10:05:33,000 - mmdet - INFO - Epoch [29][7000/7330] lr: 1.000e-05, eta: 7:18:12, time: 0.466, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1306, s0.acc: 95.1638, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2062, s1.loss_cls: 0.0608, s1.acc: 95.3926, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1053, s2.loss_cls: 0.0308, s2.acc: 95.2624, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0503, loss: 0.9745 2022-06-16 10:05:56,324 - mmdet - INFO - Epoch [29][7050/7330] lr: 1.000e-05, eta: 7:17:46, time: 0.466, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1301, s0.acc: 95.2207, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2027, s1.loss_cls: 0.0609, s1.acc: 95.4418, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1043, s2.loss_cls: 0.0307, s2.acc: 95.2351, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0496, loss: 0.9657 2022-06-16 10:06:19,695 - mmdet - INFO - Epoch [29][7100/7330] lr: 1.000e-05, eta: 7:17:19, time: 0.468, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1283, s0.acc: 95.3069, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2076, s1.loss_cls: 0.0595, s1.acc: 95.5481, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1062, s2.loss_cls: 0.0300, s2.acc: 95.3945, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0503, loss: 0.9812 2022-06-16 10:06:43,031 - mmdet - INFO - Epoch [29][7150/7330] lr: 1.000e-05, eta: 7:16:53, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1320, s0.acc: 95.2302, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2017, s1.loss_cls: 0.0625, s1.acc: 95.3418, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1031, s2.loss_cls: 0.0310, s2.acc: 95.2933, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0493, loss: 0.9632 2022-06-16 10:07:05,890 - mmdet - INFO - Epoch [29][7200/7330] lr: 1.000e-05, eta: 7:16:27, time: 0.457, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1243, s0.acc: 95.4600, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2096, s1.loss_cls: 0.0573, s1.acc: 95.6718, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1076, s2.loss_cls: 0.0287, s2.acc: 95.5378, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 0.9656 2022-06-16 10:07:28,835 - mmdet - INFO - Epoch [29][7250/7330] lr: 1.000e-05, eta: 7:16:00, time: 0.459, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1250, s0.acc: 95.4102, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2051, s1.loss_cls: 0.0574, s1.acc: 95.7305, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1048, s2.loss_cls: 0.0292, s2.acc: 95.5371, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0501, loss: 0.9584 2022-06-16 10:07:52,307 - mmdet - INFO - Epoch [29][7300/7330] lr: 1.000e-05, eta: 7:15:34, time: 0.469, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1320, s0.acc: 95.2334, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2063, s1.loss_cls: 0.0611, s1.acc: 95.5049, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1044, s2.loss_cls: 0.0300, s2.acc: 95.4377, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0491, loss: 0.9711 2022-06-16 10:08:25,930 - mmdet - INFO - Saving checkpoint at 29 epochs 2022-06-16 10:10:49,339 - mmdet - INFO - Evaluating bbox... 2022-06-16 10:11:15,051 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.509 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.696 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.552 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.344 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.539 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.469 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.667 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.787 2022-06-16 10:11:15,053 - mmdet - INFO - Evaluating segm... 2022-06-16 10:11:44,114 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.438 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.669 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.475 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.251 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.469 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.626 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.382 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.719 2022-06-16 10:11:44,577 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 10:11:44,577 - mmdet - INFO - Epoch(val) [29][625] bbox_mAP: 0.5090, bbox_mAP_50: 0.6960, bbox_mAP_75: 0.5520, bbox_mAP_s: 0.3440, bbox_mAP_m: 0.5390, bbox_mAP_l: 0.6590, bbox_mAP_copypaste: 0.509 0.696 0.552 0.344 0.539 0.659, segm_mAP: 0.4380, segm_mAP_50: 0.6690, segm_mAP_75: 0.4750, segm_mAP_s: 0.2510, segm_mAP_m: 0.4690, segm_mAP_l: 0.6260, segm_mAP_copypaste: 0.438 0.669 0.475 0.251 0.469 0.626 2022-06-16 10:16:16,078 - mmdet - INFO - Epoch [30][50/7330] lr: 1.000e-05, eta: 7:16:23, time: 5.429, data_time: 4.960, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1232, s0.acc: 95.4458, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1943, s1.loss_cls: 0.0567, s1.acc: 95.7210, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1003, s2.loss_cls: 0.0284, s2.acc: 95.6348, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0478, loss: 0.9302 2022-06-16 10:16:39,079 - mmdet - INFO - Epoch [30][100/7330] lr: 1.000e-05, eta: 7:15:56, time: 0.460, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1301, s0.acc: 95.3145, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2032, s1.loss_cls: 0.0601, s1.acc: 95.5762, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1037, s2.loss_cls: 0.0300, s2.acc: 95.3949, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0490, loss: 0.9720 2022-06-16 10:17:01,879 - mmdet - INFO - Epoch [30][150/7330] lr: 1.000e-05, eta: 7:15:30, time: 0.456, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1237, s0.acc: 95.5623, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2017, s1.loss_cls: 0.0563, s1.acc: 95.9287, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1024, s2.loss_cls: 0.0284, s2.acc: 95.7937, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0488, loss: 0.9340 2022-06-16 10:17:25,371 - mmdet - INFO - Epoch [30][200/7330] lr: 1.000e-05, eta: 7:15:03, time: 0.470, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1290, s0.acc: 95.3394, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2010, s1.loss_cls: 0.0598, s1.acc: 95.5750, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1034, s2.loss_cls: 0.0296, s2.acc: 95.5134, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0491, loss: 0.9526 2022-06-16 10:17:49,294 - mmdet - INFO - Epoch [30][250/7330] lr: 1.000e-05, eta: 7:14:37, time: 0.478, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1274, s0.acc: 95.3438, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2031, s1.loss_cls: 0.0585, s1.acc: 95.6354, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1049, s2.loss_cls: 0.0291, s2.acc: 95.5179, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0503, loss: 0.9620 2022-06-16 10:18:12,832 - mmdet - INFO - Epoch [30][300/7330] lr: 1.000e-05, eta: 7:14:11, time: 0.471, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1375, s0.acc: 94.9590, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2096, s1.loss_cls: 0.0646, s1.acc: 95.1964, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1070, s2.loss_cls: 0.0326, s2.acc: 95.0070, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0507, loss: 1.0138 2022-06-16 10:18:36,039 - mmdet - INFO - Epoch [30][350/7330] lr: 1.000e-05, eta: 7:13:44, time: 0.464, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1259, s0.acc: 95.4387, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2033, s1.loss_cls: 0.0574, s1.acc: 95.7604, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1041, s2.loss_cls: 0.0284, s2.acc: 95.6792, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0495, loss: 0.9474 2022-06-16 10:18:59,292 - mmdet - INFO - Epoch [30][400/7330] lr: 1.000e-05, eta: 7:13:18, time: 0.465, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1329, s0.acc: 95.1514, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2125, s1.loss_cls: 0.0616, s1.acc: 95.4606, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1085, s2.loss_cls: 0.0302, s2.acc: 95.3660, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0513, loss: 0.9988 2022-06-16 10:19:22,170 - mmdet - INFO - Epoch [30][450/7330] lr: 1.000e-05, eta: 7:12:51, time: 0.458, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1226, s0.acc: 95.5759, s0.loss_bbox: 0.1975, s0.loss_mask: 0.1979, s1.loss_cls: 0.0550, s1.acc: 96.0000, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1026, s2.loss_cls: 0.0269, s2.acc: 95.9119, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0490, loss: 0.9244 2022-06-16 10:19:45,524 - mmdet - INFO - Epoch [30][500/7330] lr: 1.000e-05, eta: 7:12:25, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1274, s0.acc: 95.3616, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2008, s1.loss_cls: 0.0587, s1.acc: 95.5819, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1028, s2.loss_cls: 0.0293, s2.acc: 95.3566, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0490, loss: 0.9529 2022-06-16 10:20:09,393 - mmdet - INFO - Epoch [30][550/7330] lr: 1.000e-05, eta: 7:11:59, time: 0.475, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1187, s0.acc: 95.6218, s0.loss_bbox: 0.1952, s0.loss_mask: 0.1964, s1.loss_cls: 0.0542, s1.acc: 95.9504, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1015, s2.loss_cls: 0.0272, s2.acc: 95.8737, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0483, loss: 0.9119 2022-06-16 10:20:32,601 - mmdet - INFO - Epoch [30][600/7330] lr: 1.000e-05, eta: 7:11:32, time: 0.466, data_time: 0.025, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1260, s0.acc: 95.4370, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2060, s1.loss_cls: 0.0576, s1.acc: 95.7226, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1050, s2.loss_cls: 0.0287, s2.acc: 95.6799, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0498, loss: 0.9486 2022-06-16 10:20:55,582 - mmdet - INFO - Epoch [30][650/7330] lr: 1.000e-05, eta: 7:11:06, time: 0.460, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1280, s0.acc: 95.4424, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2025, s1.loss_cls: 0.0594, s1.acc: 95.6695, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1036, s2.loss_cls: 0.0295, s2.acc: 95.5871, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0495, loss: 0.9502 2022-06-16 10:21:18,743 - mmdet - INFO - Epoch [30][700/7330] lr: 1.000e-05, eta: 7:10:40, time: 0.463, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1256, s0.acc: 95.4141, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2022, s1.loss_cls: 0.0573, s1.acc: 95.7284, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1032, s2.loss_cls: 0.0288, s2.acc: 95.5735, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0491, loss: 0.9494 2022-06-16 10:21:42,321 - mmdet - INFO - Epoch [30][750/7330] lr: 1.000e-05, eta: 7:10:13, time: 0.470, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1322, s0.acc: 95.1260, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2077, s1.loss_cls: 0.0611, s1.acc: 95.3293, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1058, s2.loss_cls: 0.0307, s2.acc: 95.2522, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0500, loss: 0.9861 2022-06-16 10:22:05,456 - mmdet - INFO - Epoch [30][800/7330] lr: 1.000e-05, eta: 7:09:47, time: 0.465, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1239, s0.acc: 95.5081, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2021, s1.loss_cls: 0.0563, s1.acc: 95.8031, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1046, s2.loss_cls: 0.0284, s2.acc: 95.6989, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0500, loss: 0.9353 2022-06-16 10:22:28,638 - mmdet - INFO - Epoch [30][850/7330] lr: 1.000e-05, eta: 7:09:20, time: 0.464, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1206, s0.acc: 95.4807, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2048, s1.loss_cls: 0.0563, s1.acc: 95.6485, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1050, s2.loss_cls: 0.0282, s2.acc: 95.5578, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0497, loss: 0.9449 2022-06-16 10:22:51,861 - mmdet - INFO - Epoch [30][900/7330] lr: 1.000e-05, eta: 7:08:54, time: 0.464, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1221, s0.acc: 95.5859, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2021, s1.loss_cls: 0.0562, s1.acc: 95.8351, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1045, s2.loss_cls: 0.0281, s2.acc: 95.7488, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0497, loss: 0.9396 2022-06-16 10:23:16,114 - mmdet - INFO - Epoch [30][950/7330] lr: 1.000e-05, eta: 7:08:28, time: 0.485, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1266, s0.acc: 95.4072, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2027, s1.loss_cls: 0.0577, s1.acc: 95.7200, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1038, s2.loss_cls: 0.0291, s2.acc: 95.6427, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0496, loss: 0.9554 2022-06-16 10:23:40,196 - mmdet - INFO - Epoch [30][1000/7330] lr: 1.000e-05, eta: 7:08:02, time: 0.481, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1254, s0.acc: 95.3743, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2007, s1.loss_cls: 0.0580, s1.acc: 95.6472, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1026, s2.loss_cls: 0.0288, s2.acc: 95.5857, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0486, loss: 0.9409 2022-06-16 10:24:03,678 - mmdet - INFO - Epoch [30][1050/7330] lr: 1.000e-05, eta: 7:07:36, time: 0.470, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1249, s0.acc: 95.4846, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2036, s1.loss_cls: 0.0581, s1.acc: 95.6989, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1041, s2.loss_cls: 0.0296, s2.acc: 95.5409, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0496, loss: 0.9505 2022-06-16 10:24:27,136 - mmdet - INFO - Epoch [30][1100/7330] lr: 1.000e-05, eta: 7:07:09, time: 0.470, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1257, s0.acc: 95.3831, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2084, s1.loss_cls: 0.0580, s1.acc: 95.6967, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1065, s2.loss_cls: 0.0289, s2.acc: 95.5921, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0506, loss: 0.9630 2022-06-16 10:24:50,897 - mmdet - INFO - Epoch [30][1150/7330] lr: 1.000e-05, eta: 7:06:43, time: 0.475, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1307, s0.acc: 95.2373, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2022, s1.loss_cls: 0.0603, s1.acc: 95.5722, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1048, s2.loss_cls: 0.0298, s2.acc: 95.4748, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0499, loss: 0.9700 2022-06-16 10:25:14,533 - mmdet - INFO - Epoch [30][1200/7330] lr: 1.000e-05, eta: 7:06:17, time: 0.473, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1243, s0.acc: 95.4609, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2057, s1.loss_cls: 0.0570, s1.acc: 95.6992, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1064, s2.loss_cls: 0.0287, s2.acc: 95.6358, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0508, loss: 0.9520 2022-06-16 10:25:37,872 - mmdet - INFO - Epoch [30][1250/7330] lr: 1.000e-05, eta: 7:05:51, time: 0.467, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1184, s0.acc: 95.5525, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2006, s1.loss_cls: 0.0545, s1.acc: 95.8595, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1035, s2.loss_cls: 0.0272, s2.acc: 95.7949, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0491, loss: 0.9242 2022-06-16 10:26:01,126 - mmdet - INFO - Epoch [30][1300/7330] lr: 1.000e-05, eta: 7:05:24, time: 0.465, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1209, s0.acc: 95.5625, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2014, s1.loss_cls: 0.0556, s1.acc: 95.8183, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1032, s2.loss_cls: 0.0283, s2.acc: 95.6731, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0491, loss: 0.9385 2022-06-16 10:26:24,202 - mmdet - INFO - Epoch [30][1350/7330] lr: 1.000e-05, eta: 7:04:58, time: 0.461, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1320, s0.acc: 95.2332, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2080, s1.loss_cls: 0.0612, s1.acc: 95.4509, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1055, s2.loss_cls: 0.0302, s2.acc: 95.3642, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0501, loss: 0.9750 2022-06-16 10:26:47,118 - mmdet - INFO - Epoch [30][1400/7330] lr: 1.000e-05, eta: 7:04:31, time: 0.458, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1242, s0.acc: 95.5315, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2026, s1.loss_cls: 0.0580, s1.acc: 95.8012, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1035, s2.loss_cls: 0.0290, s2.acc: 95.5902, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0489, loss: 0.9408 2022-06-16 10:27:10,307 - mmdet - INFO - Epoch [30][1450/7330] lr: 1.000e-05, eta: 7:04:05, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1211, s0.acc: 95.5457, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2052, s1.loss_cls: 0.0557, s1.acc: 95.8360, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1046, s2.loss_cls: 0.0282, s2.acc: 95.6283, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0497, loss: 0.9343 2022-06-16 10:27:33,849 - mmdet - INFO - Epoch [30][1500/7330] lr: 1.000e-05, eta: 7:03:39, time: 0.471, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1311, s0.acc: 95.1565, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2054, s1.loss_cls: 0.0607, s1.acc: 95.4346, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1054, s2.loss_cls: 0.0300, s2.acc: 95.3672, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0499, loss: 0.9775 2022-06-16 10:27:57,303 - mmdet - INFO - Epoch [30][1550/7330] lr: 1.000e-05, eta: 7:03:12, time: 0.469, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1324, s0.acc: 95.1167, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2071, s1.loss_cls: 0.0613, s1.acc: 95.4325, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1055, s2.loss_cls: 0.0301, s2.acc: 95.3858, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0502, loss: 0.9856 2022-06-16 10:28:20,833 - mmdet - INFO - Epoch [30][1600/7330] lr: 1.000e-05, eta: 7:02:46, time: 0.470, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1315, s0.acc: 95.2168, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2107, s1.loss_cls: 0.0612, s1.acc: 95.4590, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1078, s2.loss_cls: 0.0306, s2.acc: 95.3848, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0513, loss: 0.9932 2022-06-16 10:28:44,271 - mmdet - INFO - Epoch [30][1650/7330] lr: 1.000e-05, eta: 7:02:20, time: 0.469, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1323, s0.acc: 95.1182, s0.loss_bbox: 0.2098, s0.loss_mask: 0.1989, s1.loss_cls: 0.0603, s1.acc: 95.4704, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1024, s2.loss_cls: 0.0299, s2.acc: 95.3397, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0489, loss: 0.9622 2022-06-16 10:29:07,281 - mmdet - INFO - Epoch [30][1700/7330] lr: 1.000e-05, eta: 7:01:53, time: 0.460, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1230, s0.acc: 95.5444, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2015, s1.loss_cls: 0.0556, s1.acc: 95.9534, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1032, s2.loss_cls: 0.0279, s2.acc: 95.7692, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0492, loss: 0.9288 2022-06-16 10:29:30,309 - mmdet - INFO - Epoch [30][1750/7330] lr: 1.000e-05, eta: 7:01:27, time: 0.461, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1188, s0.acc: 95.6479, s0.loss_bbox: 0.1913, s0.loss_mask: 0.1966, s1.loss_cls: 0.0553, s1.acc: 95.8990, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1012, s2.loss_cls: 0.0276, s2.acc: 95.7491, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0485, loss: 0.9070 2022-06-16 10:29:53,323 - mmdet - INFO - Epoch [30][1800/7330] lr: 1.000e-05, eta: 7:01:00, time: 0.460, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1277, s0.acc: 95.3948, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2049, s1.loss_cls: 0.0589, s1.acc: 95.5883, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1047, s2.loss_cls: 0.0294, s2.acc: 95.4741, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0501, loss: 0.9490 2022-06-16 10:30:16,678 - mmdet - INFO - Epoch [30][1850/7330] lr: 1.000e-05, eta: 7:00:34, time: 0.465, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1273, s0.acc: 95.4214, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2007, s1.loss_cls: 0.0584, s1.acc: 95.7126, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1030, s2.loss_cls: 0.0294, s2.acc: 95.5467, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0490, loss: 0.9511 2022-06-16 10:30:40,730 - mmdet - INFO - Epoch [30][1900/7330] lr: 1.000e-05, eta: 7:00:08, time: 0.483, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1308, s0.acc: 95.1912, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2074, s1.loss_cls: 0.0602, s1.acc: 95.5908, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1054, s2.loss_cls: 0.0302, s2.acc: 95.4537, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0501, loss: 0.9796 2022-06-16 10:31:04,491 - mmdet - INFO - Epoch [30][1950/7330] lr: 1.000e-05, eta: 6:59:42, time: 0.475, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1290, s0.acc: 95.3389, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2030, s1.loss_cls: 0.0599, s1.acc: 95.6567, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1046, s2.loss_cls: 0.0298, s2.acc: 95.5386, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0499, loss: 0.9558 2022-06-16 10:31:28,152 - mmdet - INFO - Epoch [30][2000/7330] lr: 1.000e-05, eta: 6:59:16, time: 0.473, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1200, s0.acc: 95.5823, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2025, s1.loss_cls: 0.0551, s1.acc: 95.8700, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1042, s2.loss_cls: 0.0278, s2.acc: 95.7629, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0497, loss: 0.9333 2022-06-16 10:31:51,690 - mmdet - INFO - Epoch [30][2050/7330] lr: 1.000e-05, eta: 6:58:50, time: 0.471, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1256, s0.acc: 95.3794, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2107, s1.loss_cls: 0.0568, s1.acc: 95.7182, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1062, s2.loss_cls: 0.0284, s2.acc: 95.5706, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0503, loss: 0.9713 2022-06-16 10:32:15,105 - mmdet - INFO - Epoch [30][2100/7330] lr: 1.000e-05, eta: 6:58:23, time: 0.468, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1252, s0.acc: 95.3865, s0.loss_bbox: 0.2073, s0.loss_mask: 0.1995, s1.loss_cls: 0.0575, s1.acc: 95.7295, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1020, s2.loss_cls: 0.0288, s2.acc: 95.5464, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0486, loss: 0.9471 2022-06-16 10:32:38,404 - mmdet - INFO - Epoch [30][2150/7330] lr: 1.000e-05, eta: 6:57:57, time: 0.466, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1229, s0.acc: 95.5452, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2016, s1.loss_cls: 0.0561, s1.acc: 95.7934, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1034, s2.loss_cls: 0.0281, s2.acc: 95.7054, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0494, loss: 0.9325 2022-06-16 10:33:01,819 - mmdet - INFO - Epoch [30][2200/7330] lr: 1.000e-05, eta: 6:57:31, time: 0.468, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1213, s0.acc: 95.5669, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2021, s1.loss_cls: 0.0555, s1.acc: 95.8644, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1032, s2.loss_cls: 0.0280, s2.acc: 95.7464, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0490, loss: 0.9303 2022-06-16 10:33:25,397 - mmdet - INFO - Epoch [30][2250/7330] lr: 1.000e-05, eta: 6:57:04, time: 0.472, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1257, s0.acc: 95.4141, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2017, s1.loss_cls: 0.0584, s1.acc: 95.6496, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1028, s2.loss_cls: 0.0292, s2.acc: 95.5472, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0488, loss: 0.9422 2022-06-16 10:33:49,250 - mmdet - INFO - Epoch [30][2300/7330] lr: 1.000e-05, eta: 6:56:38, time: 0.477, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1279, s0.acc: 95.3252, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2014, s1.loss_cls: 0.0592, s1.acc: 95.5204, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1026, s2.loss_cls: 0.0294, s2.acc: 95.4203, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0489, loss: 0.9548 2022-06-16 10:34:12,612 - mmdet - INFO - Epoch [30][2350/7330] lr: 1.000e-05, eta: 6:56:12, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1250, s0.acc: 95.4358, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2022, s1.loss_cls: 0.0570, s1.acc: 95.7184, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1036, s2.loss_cls: 0.0288, s2.acc: 95.5049, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0498, loss: 0.9545 2022-06-16 10:34:35,946 - mmdet - INFO - Epoch [30][2400/7330] lr: 1.000e-05, eta: 6:55:46, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1237, s0.acc: 95.5266, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2036, s1.loss_cls: 0.0569, s1.acc: 95.7681, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1042, s2.loss_cls: 0.0281, s2.acc: 95.7131, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0497, loss: 0.9382 2022-06-16 10:34:59,497 - mmdet - INFO - Epoch [30][2450/7330] lr: 1.000e-05, eta: 6:55:20, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1299, s0.acc: 95.2517, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2058, s1.loss_cls: 0.0605, s1.acc: 95.5004, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1059, s2.loss_cls: 0.0299, s2.acc: 95.4288, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0504, loss: 0.9733 2022-06-16 10:35:23,239 - mmdet - INFO - Epoch [30][2500/7330] lr: 1.000e-05, eta: 6:54:53, time: 0.475, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1271, s0.acc: 95.3765, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2065, s1.loss_cls: 0.0578, s1.acc: 95.7014, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1051, s2.loss_cls: 0.0290, s2.acc: 95.6216, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0497, loss: 0.9635 2022-06-16 10:35:46,413 - mmdet - INFO - Epoch [30][2550/7330] lr: 1.000e-05, eta: 6:54:27, time: 0.463, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1275, s0.acc: 95.4426, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2029, s1.loss_cls: 0.0584, s1.acc: 95.7035, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1040, s2.loss_cls: 0.0292, s2.acc: 95.5998, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0489, loss: 0.9597 2022-06-16 10:36:09,790 - mmdet - INFO - Epoch [30][2600/7330] lr: 1.000e-05, eta: 6:54:01, time: 0.468, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1287, s0.acc: 95.3020, s0.loss_bbox: 0.2029, s0.loss_mask: 0.1956, s1.loss_cls: 0.0594, s1.acc: 95.5934, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1005, s2.loss_cls: 0.0293, s2.acc: 95.4856, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0478, loss: 0.9349 2022-06-16 10:36:33,207 - mmdet - INFO - Epoch [30][2650/7330] lr: 1.000e-05, eta: 6:53:35, time: 0.468, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1319, s0.acc: 95.1973, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2078, s1.loss_cls: 0.0611, s1.acc: 95.4449, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1062, s2.loss_cls: 0.0307, s2.acc: 95.2492, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0501, loss: 0.9710 2022-06-16 10:36:56,696 - mmdet - INFO - Epoch [30][2700/7330] lr: 1.000e-05, eta: 6:53:08, time: 0.470, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1218, s0.acc: 95.5359, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2041, s1.loss_cls: 0.0566, s1.acc: 95.7838, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1053, s2.loss_cls: 0.0289, s2.acc: 95.6013, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0507, loss: 0.9523 2022-06-16 10:37:19,893 - mmdet - INFO - Epoch [30][2750/7330] lr: 1.000e-05, eta: 6:52:42, time: 0.464, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1242, s0.acc: 95.4133, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2016, s1.loss_cls: 0.0574, s1.acc: 95.6444, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1037, s2.loss_cls: 0.0288, s2.acc: 95.5639, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0491, loss: 0.9490 2022-06-16 10:37:43,088 - mmdet - INFO - Epoch [30][2800/7330] lr: 1.000e-05, eta: 6:52:16, time: 0.464, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1242, s0.acc: 95.5198, s0.loss_bbox: 0.1973, s0.loss_mask: 0.1982, s1.loss_cls: 0.0581, s1.acc: 95.7577, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1016, s2.loss_cls: 0.0292, s2.acc: 95.6176, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0481, loss: 0.9287 2022-06-16 10:38:06,969 - mmdet - INFO - Epoch [30][2850/7330] lr: 1.000e-05, eta: 6:51:50, time: 0.478, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1238, s0.acc: 95.4224, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2030, s1.loss_cls: 0.0573, s1.acc: 95.6381, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1030, s2.loss_cls: 0.0290, s2.acc: 95.4663, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0490, loss: 0.9514 2022-06-16 10:38:30,341 - mmdet - INFO - Epoch [30][2900/7330] lr: 1.000e-05, eta: 6:51:23, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1324, s0.acc: 95.1633, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2080, s1.loss_cls: 0.0607, s1.acc: 95.4732, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1055, s2.loss_cls: 0.0302, s2.acc: 95.3239, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0500, loss: 0.9855 2022-06-16 10:38:53,465 - mmdet - INFO - Epoch [30][2950/7330] lr: 1.000e-05, eta: 6:50:57, time: 0.462, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1273, s0.acc: 95.3413, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2028, s1.loss_cls: 0.0590, s1.acc: 95.5627, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1039, s2.loss_cls: 0.0294, s2.acc: 95.3923, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0497, loss: 0.9596 2022-06-16 10:39:16,789 - mmdet - INFO - Epoch [30][3000/7330] lr: 1.000e-05, eta: 6:50:31, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1295, s0.acc: 95.3118, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2035, s1.loss_cls: 0.0595, s1.acc: 95.5198, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1043, s2.loss_cls: 0.0298, s2.acc: 95.3640, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0496, loss: 0.9610 2022-06-16 10:39:39,973 - mmdet - INFO - Epoch [30][3050/7330] lr: 1.000e-05, eta: 6:50:04, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1352, s0.acc: 95.1533, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2055, s1.loss_cls: 0.0619, s1.acc: 95.4385, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1049, s2.loss_cls: 0.0310, s2.acc: 95.3046, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0499, loss: 0.9907 2022-06-16 10:40:03,557 - mmdet - INFO - Epoch [30][3100/7330] lr: 1.000e-05, eta: 6:49:38, time: 0.472, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1309, s0.acc: 95.1921, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2082, s1.loss_cls: 0.0605, s1.acc: 95.5206, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1065, s2.loss_cls: 0.0303, s2.acc: 95.3428, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0508, loss: 0.9851 2022-06-16 10:40:27,115 - mmdet - INFO - Epoch [30][3150/7330] lr: 1.000e-05, eta: 6:49:12, time: 0.469, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1293, s0.acc: 95.3137, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2026, s1.loss_cls: 0.0607, s1.acc: 95.4744, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1039, s2.loss_cls: 0.0304, s2.acc: 95.3665, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0494, loss: 0.9660 2022-06-16 10:40:51,143 - mmdet - INFO - Epoch [30][3200/7330] lr: 1.000e-05, eta: 6:48:46, time: 0.483, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1291, s0.acc: 95.2434, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2024, s1.loss_cls: 0.0607, s1.acc: 95.5072, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1037, s2.loss_cls: 0.0306, s2.acc: 95.3406, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0494, loss: 0.9691 2022-06-16 10:41:14,559 - mmdet - INFO - Epoch [30][3250/7330] lr: 1.000e-05, eta: 6:48:20, time: 0.468, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1252, s0.acc: 95.3447, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2064, s1.loss_cls: 0.0589, s1.acc: 95.5635, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1063, s2.loss_cls: 0.0297, s2.acc: 95.4399, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0505, loss: 0.9670 2022-06-16 10:41:37,498 - mmdet - INFO - Epoch [30][3300/7330] lr: 1.000e-05, eta: 6:47:53, time: 0.459, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1210, s0.acc: 95.5271, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1935, s1.loss_cls: 0.0557, s1.acc: 95.8557, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0999, s2.loss_cls: 0.0279, s2.acc: 95.7465, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0474, loss: 0.9131 2022-06-16 10:42:00,600 - mmdet - INFO - Epoch [30][3350/7330] lr: 1.000e-05, eta: 6:47:27, time: 0.459, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1225, s0.acc: 95.5742, s0.loss_bbox: 0.1963, s0.loss_mask: 0.1990, s1.loss_cls: 0.0553, s1.acc: 95.9204, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1019, s2.loss_cls: 0.0274, s2.acc: 95.8935, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0490, loss: 0.9232 2022-06-16 10:42:24,244 - mmdet - INFO - Epoch [30][3400/7330] lr: 1.000e-05, eta: 6:47:01, time: 0.475, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1334, s0.acc: 95.1194, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2057, s1.loss_cls: 0.0614, s1.acc: 95.4311, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1053, s2.loss_cls: 0.0307, s2.acc: 95.3194, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0501, loss: 0.9906 2022-06-16 10:42:47,211 - mmdet - INFO - Epoch [30][3450/7330] lr: 1.000e-05, eta: 6:46:35, time: 0.460, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1249, s0.acc: 95.3931, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2085, s1.loss_cls: 0.0565, s1.acc: 95.7061, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1054, s2.loss_cls: 0.0285, s2.acc: 95.5003, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0499, loss: 0.9609 2022-06-16 10:43:10,529 - mmdet - INFO - Epoch [30][3500/7330] lr: 1.000e-05, eta: 6:46:08, time: 0.466, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1191, s0.acc: 95.6177, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2001, s1.loss_cls: 0.0551, s1.acc: 95.8968, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1023, s2.loss_cls: 0.0276, s2.acc: 95.7465, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0488, loss: 0.9287 2022-06-16 10:43:34,572 - mmdet - INFO - Epoch [30][3550/7330] lr: 1.000e-05, eta: 6:45:42, time: 0.481, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1267, s0.acc: 95.2935, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1965, s1.loss_cls: 0.0576, s1.acc: 95.6509, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1017, s2.loss_cls: 0.0287, s2.acc: 95.5079, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0482, loss: 0.9460 2022-06-16 10:43:58,080 - mmdet - INFO - Epoch [30][3600/7330] lr: 1.000e-05, eta: 6:45:16, time: 0.470, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1246, s0.acc: 95.3630, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1988, s1.loss_cls: 0.0570, s1.acc: 95.6378, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1027, s2.loss_cls: 0.0286, s2.acc: 95.5380, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0490, loss: 0.9427 2022-06-16 10:44:21,729 - mmdet - INFO - Epoch [30][3650/7330] lr: 1.000e-05, eta: 6:44:50, time: 0.473, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1262, s0.acc: 95.4023, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2011, s1.loss_cls: 0.0587, s1.acc: 95.6106, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1031, s2.loss_cls: 0.0293, s2.acc: 95.5788, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0492, loss: 0.9487 2022-06-16 10:44:45,318 - mmdet - INFO - Epoch [30][3700/7330] lr: 1.000e-05, eta: 6:44:24, time: 0.472, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1237, s0.acc: 95.4553, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2045, s1.loss_cls: 0.0570, s1.acc: 95.7097, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1046, s2.loss_cls: 0.0288, s2.acc: 95.4879, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0499, loss: 0.9515 2022-06-16 10:45:08,870 - mmdet - INFO - Epoch [30][3750/7330] lr: 1.000e-05, eta: 6:43:58, time: 0.471, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1220, s0.acc: 95.5466, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2036, s1.loss_cls: 0.0563, s1.acc: 95.7851, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1045, s2.loss_cls: 0.0277, s2.acc: 95.7561, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0498, loss: 0.9377 2022-06-16 10:45:32,160 - mmdet - INFO - Epoch [30][3800/7330] lr: 1.000e-05, eta: 6:43:31, time: 0.466, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1301, s0.acc: 95.3447, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2078, s1.loss_cls: 0.0595, s1.acc: 95.5919, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1056, s2.loss_cls: 0.0296, s2.acc: 95.5123, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0499, loss: 0.9681 2022-06-16 10:45:55,692 - mmdet - INFO - Epoch [30][3850/7330] lr: 1.000e-05, eta: 6:43:05, time: 0.471, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1265, s0.acc: 95.3093, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2008, s1.loss_cls: 0.0595, s1.acc: 95.5358, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1032, s2.loss_cls: 0.0300, s2.acc: 95.4023, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0489, loss: 0.9629 2022-06-16 10:46:19,135 - mmdet - INFO - Epoch [30][3900/7330] lr: 1.000e-05, eta: 6:42:39, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1201, s0.acc: 95.5034, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2002, s1.loss_cls: 0.0554, s1.acc: 95.7822, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1026, s2.loss_cls: 0.0276, s2.acc: 95.6736, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0488, loss: 0.9263 2022-06-16 10:46:42,373 - mmdet - INFO - Epoch [30][3950/7330] lr: 1.000e-05, eta: 6:42:13, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1208, s0.acc: 95.5605, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2027, s1.loss_cls: 0.0558, s1.acc: 95.8345, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1044, s2.loss_cls: 0.0283, s2.acc: 95.6580, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0498, loss: 0.9347 2022-06-16 10:47:06,415 - mmdet - INFO - Epoch [30][4000/7330] lr: 1.000e-05, eta: 6:41:47, time: 0.481, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1335, s0.acc: 95.1917, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2096, s1.loss_cls: 0.0618, s1.acc: 95.4931, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1072, s2.loss_cls: 0.0309, s2.acc: 95.3530, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0509, loss: 0.9928 2022-06-16 10:47:30,080 - mmdet - INFO - Epoch [30][4050/7330] lr: 1.000e-05, eta: 6:41:21, time: 0.473, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1279, s0.acc: 95.3115, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2010, s1.loss_cls: 0.0584, s1.acc: 95.6219, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1026, s2.loss_cls: 0.0287, s2.acc: 95.6645, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0490, loss: 0.9466 2022-06-16 10:47:53,584 - mmdet - INFO - Epoch [30][4100/7330] lr: 1.000e-05, eta: 6:40:55, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1274, s0.acc: 95.4019, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2043, s1.loss_cls: 0.0570, s1.acc: 95.7865, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1043, s2.loss_cls: 0.0284, s2.acc: 95.7802, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0493, loss: 0.9603 2022-06-16 10:48:17,043 - mmdet - INFO - Epoch [30][4150/7330] lr: 1.000e-05, eta: 6:40:28, time: 0.469, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1241, s0.acc: 95.5413, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1989, s1.loss_cls: 0.0566, s1.acc: 95.8365, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1019, s2.loss_cls: 0.0286, s2.acc: 95.6825, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0486, loss: 0.9366 2022-06-16 10:48:40,787 - mmdet - INFO - Epoch [30][4200/7330] lr: 1.000e-05, eta: 6:40:02, time: 0.475, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1322, s0.acc: 95.0618, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2072, s1.loss_cls: 0.0608, s1.acc: 95.3044, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1061, s2.loss_cls: 0.0304, s2.acc: 95.2022, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0504, loss: 0.9881 2022-06-16 10:49:03,364 - mmdet - INFO - Epoch [30][4250/7330] lr: 1.000e-05, eta: 6:39:36, time: 0.451, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1271, s0.acc: 95.4014, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1987, s1.loss_cls: 0.0585, s1.acc: 95.6642, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1019, s2.loss_cls: 0.0290, s2.acc: 95.6201, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0487, loss: 0.9495 2022-06-16 10:49:26,438 - mmdet - INFO - Epoch [30][4300/7330] lr: 1.000e-05, eta: 6:39:10, time: 0.462, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1209, s0.acc: 95.5449, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2015, s1.loss_cls: 0.0557, s1.acc: 95.8123, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1039, s2.loss_cls: 0.0280, s2.acc: 95.6304, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0495, loss: 0.9400 2022-06-16 10:49:49,301 - mmdet - INFO - Epoch [30][4350/7330] lr: 1.000e-05, eta: 6:38:43, time: 0.457, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1269, s0.acc: 95.4841, s0.loss_bbox: 0.2019, s0.loss_mask: 0.1996, s1.loss_cls: 0.0579, s1.acc: 95.7611, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1022, s2.loss_cls: 0.0284, s2.acc: 95.8087, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0486, loss: 0.9392 2022-06-16 10:50:12,161 - mmdet - INFO - Epoch [30][4400/7330] lr: 1.000e-05, eta: 6:38:17, time: 0.457, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1266, s0.acc: 95.4253, s0.loss_bbox: 0.2053, s0.loss_mask: 0.1999, s1.loss_cls: 0.0574, s1.acc: 95.7381, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1017, s2.loss_cls: 0.0288, s2.acc: 95.6376, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0484, loss: 0.9436 2022-06-16 10:50:35,045 - mmdet - INFO - Epoch [30][4450/7330] lr: 1.000e-05, eta: 6:37:50, time: 0.458, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1245, s0.acc: 95.3967, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2025, s1.loss_cls: 0.0580, s1.acc: 95.6252, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1043, s2.loss_cls: 0.0290, s2.acc: 95.4880, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0496, loss: 0.9556 2022-06-16 10:50:58,101 - mmdet - INFO - Epoch [30][4500/7330] lr: 1.000e-05, eta: 6:37:24, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1274, s0.acc: 95.3625, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2028, s1.loss_cls: 0.0588, s1.acc: 95.6438, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1041, s2.loss_cls: 0.0297, s2.acc: 95.4784, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0494, loss: 0.9529 2022-06-16 10:51:21,316 - mmdet - INFO - Epoch [30][4550/7330] lr: 1.000e-05, eta: 6:36:58, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1301, s0.acc: 95.2637, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2056, s1.loss_cls: 0.0606, s1.acc: 95.4362, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1049, s2.loss_cls: 0.0300, s2.acc: 95.3544, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0497, loss: 0.9669 2022-06-16 10:51:45,867 - mmdet - INFO - Epoch [30][4600/7330] lr: 1.000e-05, eta: 6:36:32, time: 0.491, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1377, s0.acc: 94.8704, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2095, s1.loss_cls: 0.0644, s1.acc: 95.1408, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1071, s2.loss_cls: 0.0318, s2.acc: 95.0165, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0506, loss: 1.0218 2022-06-16 10:52:09,926 - mmdet - INFO - Epoch [30][4650/7330] lr: 1.000e-05, eta: 6:36:06, time: 0.481, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1287, s0.acc: 95.2263, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2035, s1.loss_cls: 0.0593, s1.acc: 95.5382, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1039, s2.loss_cls: 0.0295, s2.acc: 95.5014, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0494, loss: 0.9638 2022-06-16 10:52:34,056 - mmdet - INFO - Epoch [30][4700/7330] lr: 1.000e-05, eta: 6:35:40, time: 0.482, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1234, s0.acc: 95.5261, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2046, s1.loss_cls: 0.0558, s1.acc: 95.8964, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1042, s2.loss_cls: 0.0282, s2.acc: 95.6352, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0497, loss: 0.9454 2022-06-16 10:52:58,094 - mmdet - INFO - Epoch [30][4750/7330] lr: 1.000e-05, eta: 6:35:14, time: 0.481, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1226, s0.acc: 95.5059, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2038, s1.loss_cls: 0.0561, s1.acc: 95.8127, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1044, s2.loss_cls: 0.0279, s2.acc: 95.7781, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0499, loss: 0.9462 2022-06-16 10:53:21,578 - mmdet - INFO - Epoch [30][4800/7330] lr: 1.000e-05, eta: 6:34:48, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1317, s0.acc: 95.1707, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2135, s1.loss_cls: 0.0612, s1.acc: 95.4421, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1090, s2.loss_cls: 0.0303, s2.acc: 95.3268, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0514, loss: 0.9951 2022-06-16 10:53:45,198 - mmdet - INFO - Epoch [30][4850/7330] lr: 1.000e-05, eta: 6:34:22, time: 0.472, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1335, s0.acc: 95.1021, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2046, s1.loss_cls: 0.0610, s1.acc: 95.4287, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1041, s2.loss_cls: 0.0303, s2.acc: 95.3450, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0494, loss: 0.9797 2022-06-16 10:54:08,500 - mmdet - INFO - Epoch [30][4900/7330] lr: 1.000e-05, eta: 6:33:56, time: 0.463, data_time: 0.012, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1323, s0.acc: 95.1729, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2061, s1.loss_cls: 0.0612, s1.acc: 95.4128, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1060, s2.loss_cls: 0.0307, s2.acc: 95.3497, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0506, loss: 0.9811 2022-06-16 10:54:31,496 - mmdet - INFO - Epoch [30][4950/7330] lr: 1.000e-05, eta: 6:33:30, time: 0.462, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1261, s0.acc: 95.3845, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2050, s1.loss_cls: 0.0590, s1.acc: 95.6045, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1044, s2.loss_cls: 0.0300, s2.acc: 95.3600, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0498, loss: 0.9685 2022-06-16 10:54:54,926 - mmdet - INFO - Epoch [30][5000/7330] lr: 1.000e-05, eta: 6:33:03, time: 0.469, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1220, s0.acc: 95.4780, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1987, s1.loss_cls: 0.0567, s1.acc: 95.6849, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1014, s2.loss_cls: 0.0285, s2.acc: 95.5555, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0486, loss: 0.9319 2022-06-16 10:55:19,061 - mmdet - INFO - Epoch [30][5050/7330] lr: 1.000e-05, eta: 6:32:38, time: 0.483, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1274, s0.acc: 95.3953, s0.loss_bbox: 0.2094, s0.loss_mask: 0.1993, s1.loss_cls: 0.0587, s1.acc: 95.6567, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1023, s2.loss_cls: 0.0293, s2.acc: 95.5869, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0488, loss: 0.9532 2022-06-16 10:55:42,531 - mmdet - INFO - Epoch [30][5100/7330] lr: 1.000e-05, eta: 6:32:11, time: 0.469, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1266, s0.acc: 95.3660, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2026, s1.loss_cls: 0.0582, s1.acc: 95.6621, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1035, s2.loss_cls: 0.0290, s2.acc: 95.5215, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0492, loss: 0.9579 2022-06-16 10:56:06,329 - mmdet - INFO - Epoch [30][5150/7330] lr: 1.000e-05, eta: 6:31:45, time: 0.475, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1314, s0.acc: 95.2458, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2047, s1.loss_cls: 0.0600, s1.acc: 95.5417, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1046, s2.loss_cls: 0.0299, s2.acc: 95.3717, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0498, loss: 0.9744 2022-06-16 10:56:29,810 - mmdet - INFO - Epoch [30][5200/7330] lr: 1.000e-05, eta: 6:31:19, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1227, s0.acc: 95.5999, s0.loss_bbox: 0.1965, s0.loss_mask: 0.1996, s1.loss_cls: 0.0568, s1.acc: 95.8673, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1024, s2.loss_cls: 0.0284, s2.acc: 95.7705, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0490, loss: 0.9239 2022-06-16 10:56:53,070 - mmdet - INFO - Epoch [30][5250/7330] lr: 1.000e-05, eta: 6:30:53, time: 0.465, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1280, s0.acc: 95.2480, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2084, s1.loss_cls: 0.0581, s1.acc: 95.6580, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1081, s2.loss_cls: 0.0289, s2.acc: 95.5990, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0515, loss: 0.9709 2022-06-16 10:57:16,697 - mmdet - INFO - Epoch [30][5300/7330] lr: 1.000e-05, eta: 6:30:27, time: 0.472, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1272, s0.acc: 95.3699, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2025, s1.loss_cls: 0.0586, s1.acc: 95.7335, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1030, s2.loss_cls: 0.0294, s2.acc: 95.6144, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0488, loss: 0.9501 2022-06-16 10:57:40,327 - mmdet - INFO - Epoch [30][5350/7330] lr: 1.000e-05, eta: 6:30:01, time: 0.473, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1256, s0.acc: 95.3757, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2045, s1.loss_cls: 0.0583, s1.acc: 95.6700, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1056, s2.loss_cls: 0.0293, s2.acc: 95.5240, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0499, loss: 0.9600 2022-06-16 10:58:04,357 - mmdet - INFO - Epoch [30][5400/7330] lr: 1.000e-05, eta: 6:29:35, time: 0.481, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1322, s0.acc: 95.1172, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2108, s1.loss_cls: 0.0616, s1.acc: 95.3942, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1083, s2.loss_cls: 0.0311, s2.acc: 95.1952, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0514, loss: 1.0010 2022-06-16 10:58:27,240 - mmdet - INFO - Epoch [30][5450/7330] lr: 1.000e-05, eta: 6:29:09, time: 0.458, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1253, s0.acc: 95.4116, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2028, s1.loss_cls: 0.0579, s1.acc: 95.6926, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1035, s2.loss_cls: 0.0284, s2.acc: 95.6267, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0491, loss: 0.9445 2022-06-16 10:58:50,367 - mmdet - INFO - Epoch [30][5500/7330] lr: 1.000e-05, eta: 6:28:42, time: 0.463, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1258, s0.acc: 95.3572, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2034, s1.loss_cls: 0.0579, s1.acc: 95.6645, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1040, s2.loss_cls: 0.0284, s2.acc: 95.6190, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0496, loss: 0.9458 2022-06-16 10:59:13,289 - mmdet - INFO - Epoch [30][5550/7330] lr: 1.000e-05, eta: 6:28:16, time: 0.458, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1303, s0.acc: 95.1387, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2074, s1.loss_cls: 0.0603, s1.acc: 95.5219, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1058, s2.loss_cls: 0.0298, s2.acc: 95.4910, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0500, loss: 0.9853 2022-06-16 10:59:36,535 - mmdet - INFO - Epoch [30][5600/7330] lr: 1.000e-05, eta: 6:27:50, time: 0.465, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1273, s0.acc: 95.3582, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2036, s1.loss_cls: 0.0581, s1.acc: 95.6253, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1043, s2.loss_cls: 0.0296, s2.acc: 95.4496, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0497, loss: 0.9717 2022-06-16 10:59:59,246 - mmdet - INFO - Epoch [30][5650/7330] lr: 1.000e-05, eta: 6:27:24, time: 0.454, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1258, s0.acc: 95.3618, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2046, s1.loss_cls: 0.0594, s1.acc: 95.5590, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1055, s2.loss_cls: 0.0300, s2.acc: 95.4077, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0505, loss: 0.9556 2022-06-16 11:00:22,428 - mmdet - INFO - Epoch [30][5700/7330] lr: 1.000e-05, eta: 6:26:57, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1270, s0.acc: 95.3872, s0.loss_bbox: 0.2049, s0.loss_mask: 0.1986, s1.loss_cls: 0.0592, s1.acc: 95.6342, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1022, s2.loss_cls: 0.0293, s2.acc: 95.5807, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0486, loss: 0.9453 2022-06-16 11:00:45,760 - mmdet - INFO - Epoch [30][5750/7330] lr: 1.000e-05, eta: 6:26:31, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1263, s0.acc: 95.3403, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2035, s1.loss_cls: 0.0588, s1.acc: 95.6061, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1045, s2.loss_cls: 0.0294, s2.acc: 95.4686, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0497, loss: 0.9537 2022-06-16 11:01:08,762 - mmdet - INFO - Epoch [30][5800/7330] lr: 1.000e-05, eta: 6:26:05, time: 0.460, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1273, s0.acc: 95.3730, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2046, s1.loss_cls: 0.0576, s1.acc: 95.7398, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1044, s2.loss_cls: 0.0285, s2.acc: 95.6323, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0494, loss: 0.9602 2022-06-16 11:01:31,756 - mmdet - INFO - Epoch [30][5850/7330] lr: 1.000e-05, eta: 6:25:39, time: 0.460, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1258, s0.acc: 95.4136, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1979, s1.loss_cls: 0.0585, s1.acc: 95.7011, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1016, s2.loss_cls: 0.0291, s2.acc: 95.5456, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0486, loss: 0.9358 2022-06-16 11:01:54,502 - mmdet - INFO - Epoch [30][5900/7330] lr: 1.000e-05, eta: 6:25:12, time: 0.455, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1317, s0.acc: 95.1809, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2033, s1.loss_cls: 0.0602, s1.acc: 95.4756, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1038, s2.loss_cls: 0.0302, s2.acc: 95.3893, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0494, loss: 0.9724 2022-06-16 11:02:17,888 - mmdet - INFO - Epoch [30][5950/7330] lr: 1.000e-05, eta: 6:24:46, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1326, s0.acc: 95.0586, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2102, s1.loss_cls: 0.0621, s1.acc: 95.2851, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1077, s2.loss_cls: 0.0314, s2.acc: 95.1110, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0511, loss: 0.9917 2022-06-16 11:02:41,129 - mmdet - INFO - Epoch [30][6000/7330] lr: 1.000e-05, eta: 6:24:20, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1329, s0.acc: 95.1716, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2089, s1.loss_cls: 0.0604, s1.acc: 95.5282, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1061, s2.loss_cls: 0.0300, s2.acc: 95.4827, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0504, loss: 0.9819 2022-06-16 11:03:04,735 - mmdet - INFO - Epoch [30][6050/7330] lr: 1.000e-05, eta: 6:23:54, time: 0.472, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1286, s0.acc: 95.3101, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2051, s1.loss_cls: 0.0601, s1.acc: 95.5402, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1056, s2.loss_cls: 0.0301, s2.acc: 95.3462, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0501, loss: 0.9672 2022-06-16 11:03:27,863 - mmdet - INFO - Epoch [30][6100/7330] lr: 1.000e-05, eta: 6:23:28, time: 0.463, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1344, s0.acc: 95.1621, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2043, s1.loss_cls: 0.0626, s1.acc: 95.3951, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1042, s2.loss_cls: 0.0307, s2.acc: 95.3730, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0496, loss: 0.9710 2022-06-16 11:03:51,247 - mmdet - INFO - Epoch [30][6150/7330] lr: 1.000e-05, eta: 6:23:02, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1279, s0.acc: 95.2864, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2035, s1.loss_cls: 0.0593, s1.acc: 95.5485, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1045, s2.loss_cls: 0.0294, s2.acc: 95.4809, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0495, loss: 0.9621 2022-06-16 11:04:14,731 - mmdet - INFO - Epoch [30][6200/7330] lr: 1.000e-05, eta: 6:22:36, time: 0.468, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1236, s0.acc: 95.5559, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1986, s1.loss_cls: 0.0575, s1.acc: 95.7446, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1024, s2.loss_cls: 0.0287, s2.acc: 95.6273, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0487, loss: 0.9343 2022-06-16 11:04:38,035 - mmdet - INFO - Epoch [30][6250/7330] lr: 1.000e-05, eta: 6:22:09, time: 0.465, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1229, s0.acc: 95.5449, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1955, s1.loss_cls: 0.0563, s1.acc: 95.8211, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1007, s2.loss_cls: 0.0282, s2.acc: 95.7145, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0484, loss: 0.9145 2022-06-16 11:05:01,947 - mmdet - INFO - Epoch [30][6300/7330] lr: 1.000e-05, eta: 6:21:43, time: 0.481, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1233, s0.acc: 95.5063, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2052, s1.loss_cls: 0.0566, s1.acc: 95.8160, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1055, s2.loss_cls: 0.0287, s2.acc: 95.6241, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0503, loss: 0.9501 2022-06-16 11:05:26,123 - mmdet - INFO - Epoch [30][6350/7330] lr: 1.000e-05, eta: 6:21:18, time: 0.484, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1236, s0.acc: 95.4990, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2009, s1.loss_cls: 0.0572, s1.acc: 95.8198, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1033, s2.loss_cls: 0.0287, s2.acc: 95.6822, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0494, loss: 0.9375 2022-06-16 11:05:50,594 - mmdet - INFO - Epoch [30][6400/7330] lr: 1.000e-05, eta: 6:20:52, time: 0.490, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1333, s0.acc: 95.2322, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2067, s1.loss_cls: 0.0606, s1.acc: 95.6014, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1058, s2.loss_cls: 0.0302, s2.acc: 95.4071, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0505, loss: 0.9819 2022-06-16 11:06:14,680 - mmdet - INFO - Epoch [30][6450/7330] lr: 1.000e-05, eta: 6:20:26, time: 0.482, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1273, s0.acc: 95.3650, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2050, s1.loss_cls: 0.0593, s1.acc: 95.6091, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1053, s2.loss_cls: 0.0296, s2.acc: 95.4483, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0498, loss: 0.9634 2022-06-16 11:06:39,207 - mmdet - INFO - Epoch [30][6500/7330] lr: 1.000e-05, eta: 6:20:00, time: 0.490, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1291, s0.acc: 95.2722, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2047, s1.loss_cls: 0.0597, s1.acc: 95.5481, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1050, s2.loss_cls: 0.0302, s2.acc: 95.3694, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0499, loss: 0.9649 2022-06-16 11:07:03,212 - mmdet - INFO - Epoch [30][6550/7330] lr: 1.000e-05, eta: 6:19:34, time: 0.481, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1335, s0.acc: 95.0645, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2056, s1.loss_cls: 0.0612, s1.acc: 95.4114, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1055, s2.loss_cls: 0.0308, s2.acc: 95.2434, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0504, loss: 0.9882 2022-06-16 11:07:26,828 - mmdet - INFO - Epoch [30][6600/7330] lr: 1.000e-05, eta: 6:19:08, time: 0.472, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1307, s0.acc: 95.1826, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2055, s1.loss_cls: 0.0600, s1.acc: 95.4458, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1050, s2.loss_cls: 0.0305, s2.acc: 95.3150, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0497, loss: 0.9750 2022-06-16 11:07:51,056 - mmdet - INFO - Epoch [30][6650/7330] lr: 1.000e-05, eta: 6:18:42, time: 0.485, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1282, s0.acc: 95.3889, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2041, s1.loss_cls: 0.0590, s1.acc: 95.7356, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1036, s2.loss_cls: 0.0298, s2.acc: 95.5152, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0489, loss: 0.9635 2022-06-16 11:08:14,780 - mmdet - INFO - Epoch [30][6700/7330] lr: 1.000e-05, eta: 6:18:16, time: 0.475, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1298, s0.acc: 95.1233, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2068, s1.loss_cls: 0.0606, s1.acc: 95.3510, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1061, s2.loss_cls: 0.0303, s2.acc: 95.2477, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0504, loss: 0.9798 2022-06-16 11:08:37,724 - mmdet - INFO - Epoch [30][6750/7330] lr: 1.000e-05, eta: 6:17:50, time: 0.459, data_time: 0.013, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1202, s0.acc: 95.5969, s0.loss_bbox: 0.1957, s0.loss_mask: 0.2021, s1.loss_cls: 0.0560, s1.acc: 95.7724, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1044, s2.loss_cls: 0.0283, s2.acc: 95.6462, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0497, loss: 0.9260 2022-06-16 11:09:02,151 - mmdet - INFO - Epoch [30][6800/7330] lr: 1.000e-05, eta: 6:17:24, time: 0.489, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1307, s0.acc: 95.1711, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2093, s1.loss_cls: 0.0603, s1.acc: 95.4713, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1064, s2.loss_cls: 0.0300, s2.acc: 95.3170, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0503, loss: 0.9851 2022-06-16 11:09:26,428 - mmdet - INFO - Epoch [30][6850/7330] lr: 1.000e-05, eta: 6:16:59, time: 0.485, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1286, s0.acc: 95.3120, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2084, s1.loss_cls: 0.0595, s1.acc: 95.5967, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1076, s2.loss_cls: 0.0297, s2.acc: 95.4524, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0513, loss: 0.9716 2022-06-16 11:09:50,311 - mmdet - INFO - Epoch [30][6900/7330] lr: 1.000e-05, eta: 6:16:33, time: 0.478, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1289, s0.acc: 95.2581, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2007, s1.loss_cls: 0.0592, s1.acc: 95.5845, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1025, s2.loss_cls: 0.0298, s2.acc: 95.4413, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0487, loss: 0.9613 2022-06-16 11:10:13,955 - mmdet - INFO - Epoch [30][6950/7330] lr: 1.000e-05, eta: 6:16:07, time: 0.473, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1252, s0.acc: 95.3726, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2034, s1.loss_cls: 0.0579, s1.acc: 95.6535, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1046, s2.loss_cls: 0.0285, s2.acc: 95.6343, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0497, loss: 0.9467 2022-06-16 11:10:37,139 - mmdet - INFO - Epoch [30][7000/7330] lr: 1.000e-05, eta: 6:15:41, time: 0.464, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1331, s0.acc: 95.1768, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2050, s1.loss_cls: 0.0616, s1.acc: 95.4855, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1055, s2.loss_cls: 0.0307, s2.acc: 95.2219, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0503, loss: 0.9848 2022-06-16 11:11:00,414 - mmdet - INFO - Epoch [30][7050/7330] lr: 1.000e-05, eta: 6:15:14, time: 0.466, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1221, s0.acc: 95.5247, s0.loss_bbox: 0.2006, s0.loss_mask: 0.2002, s1.loss_cls: 0.0562, s1.acc: 95.7753, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1018, s2.loss_cls: 0.0283, s2.acc: 95.6701, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0485, loss: 0.9298 2022-06-16 11:11:23,978 - mmdet - INFO - Epoch [30][7100/7330] lr: 1.000e-05, eta: 6:14:48, time: 0.471, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1336, s0.acc: 95.1201, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2066, s1.loss_cls: 0.0608, s1.acc: 95.4228, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1053, s2.loss_cls: 0.0305, s2.acc: 95.3080, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0500, loss: 0.9901 2022-06-16 11:11:47,373 - mmdet - INFO - Epoch [30][7150/7330] lr: 1.000e-05, eta: 6:14:22, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1293, s0.acc: 95.3054, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2027, s1.loss_cls: 0.0597, s1.acc: 95.6227, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1040, s2.loss_cls: 0.0297, s2.acc: 95.4522, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0493, loss: 0.9587 2022-06-16 11:12:10,638 - mmdet - INFO - Epoch [30][7200/7330] lr: 1.000e-05, eta: 6:13:56, time: 0.465, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1327, s0.acc: 95.2529, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2068, s1.loss_cls: 0.0614, s1.acc: 95.5147, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1055, s2.loss_cls: 0.0312, s2.acc: 95.3264, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0499, loss: 0.9784 2022-06-16 11:12:33,806 - mmdet - INFO - Epoch [30][7250/7330] lr: 1.000e-05, eta: 6:13:30, time: 0.463, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1200, s0.acc: 95.6008, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2045, s1.loss_cls: 0.0560, s1.acc: 95.8703, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1054, s2.loss_cls: 0.0277, s2.acc: 95.8225, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0503, loss: 0.9414 2022-06-16 11:12:56,631 - mmdet - INFO - Epoch [30][7300/7330] lr: 1.000e-05, eta: 6:13:04, time: 0.457, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1260, s0.acc: 95.3418, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2052, s1.loss_cls: 0.0580, s1.acc: 95.6340, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1046, s2.loss_cls: 0.0288, s2.acc: 95.5324, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0499, loss: 0.9560 2022-06-16 11:13:25,692 - mmdet - INFO - Saving checkpoint at 30 epochs 2022-06-16 11:16:31,408 - mmdet - INFO - Evaluating bbox... 2022-06-16 11:16:57,082 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.510 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.698 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.554 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.345 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.542 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.469 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.782 2022-06-16 11:16:57,085 - mmdet - INFO - Evaluating segm... 2022-06-16 11:17:22,942 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.438 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.669 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.474 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.251 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.469 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.624 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.381 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.592 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.713 2022-06-16 11:17:23,379 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 11:17:23,379 - mmdet - INFO - Epoch(val) [30][625] bbox_mAP: 0.5100, bbox_mAP_50: 0.6980, bbox_mAP_75: 0.5540, bbox_mAP_s: 0.3450, bbox_mAP_m: 0.5420, bbox_mAP_l: 0.6640, bbox_mAP_copypaste: 0.510 0.698 0.554 0.345 0.542 0.664, segm_mAP: 0.4380, segm_mAP_50: 0.6690, segm_mAP_75: 0.4740, segm_mAP_s: 0.2510, segm_mAP_m: 0.4690, segm_mAP_l: 0.6240, segm_mAP_copypaste: 0.438 0.669 0.474 0.251 0.469 0.624 2022-06-16 11:22:00,015 - mmdet - INFO - Epoch [31][50/7330] lr: 1.000e-05, eta: 6:13:37, time: 5.532, data_time: 5.076, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1285, s0.acc: 95.2578, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2111, s1.loss_cls: 0.0583, s1.acc: 95.6148, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1084, s2.loss_cls: 0.0293, s2.acc: 95.5275, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0515, loss: 0.9796 2022-06-16 11:22:23,043 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 11:22:23,044 - mmdet - INFO - Epoch [31][100/7330] lr: 1.000e-05, eta: 6:13:11, time: 0.461, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1231, s0.acc: 95.4263, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2039, s1.loss_cls: 0.0564, s1.acc: 95.7654, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1045, s2.loss_cls: 0.0282, s2.acc: 95.6419, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0497, loss: 0.9494 2022-06-16 11:22:45,554 - mmdet - INFO - Epoch [31][150/7330] lr: 1.000e-05, eta: 6:12:45, time: 0.450, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1210, s0.acc: 95.5027, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2001, s1.loss_cls: 0.0564, s1.acc: 95.7485, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1030, s2.loss_cls: 0.0288, s2.acc: 95.5160, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0490, loss: 0.9355 2022-06-16 11:23:08,410 - mmdet - INFO - Epoch [31][200/7330] lr: 1.000e-05, eta: 6:12:18, time: 0.457, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1236, s0.acc: 95.4626, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1999, s1.loss_cls: 0.0567, s1.acc: 95.8011, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1024, s2.loss_cls: 0.0283, s2.acc: 95.6526, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0487, loss: 0.9450 2022-06-16 11:23:32,055 - mmdet - INFO - Epoch [31][250/7330] lr: 1.000e-05, eta: 6:11:52, time: 0.473, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1328, s0.acc: 95.0649, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2058, s1.loss_cls: 0.0621, s1.acc: 95.3489, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1052, s2.loss_cls: 0.0311, s2.acc: 95.1532, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0503, loss: 0.9902 2022-06-16 11:23:55,573 - mmdet - INFO - Epoch [31][300/7330] lr: 1.000e-05, eta: 6:11:26, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1260, s0.acc: 95.4194, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2026, s1.loss_cls: 0.0578, s1.acc: 95.7043, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1033, s2.loss_cls: 0.0287, s2.acc: 95.6780, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0491, loss: 0.9579 2022-06-16 11:24:18,743 - mmdet - INFO - Epoch [31][350/7330] lr: 1.000e-05, eta: 6:11:00, time: 0.463, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1309, s0.acc: 95.1763, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2063, s1.loss_cls: 0.0603, s1.acc: 95.4377, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1050, s2.loss_cls: 0.0302, s2.acc: 95.3384, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0499, loss: 0.9812 2022-06-16 11:24:41,765 - mmdet - INFO - Epoch [31][400/7330] lr: 1.000e-05, eta: 6:10:34, time: 0.460, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1237, s0.acc: 95.4624, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2026, s1.loss_cls: 0.0566, s1.acc: 95.7280, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1028, s2.loss_cls: 0.0285, s2.acc: 95.6301, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0489, loss: 0.9425 2022-06-16 11:25:04,823 - mmdet - INFO - Epoch [31][450/7330] lr: 1.000e-05, eta: 6:10:07, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1254, s0.acc: 95.3594, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2015, s1.loss_cls: 0.0583, s1.acc: 95.5564, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1042, s2.loss_cls: 0.0295, s2.acc: 95.4491, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0496, loss: 0.9565 2022-06-16 11:25:27,637 - mmdet - INFO - Epoch [31][500/7330] lr: 1.000e-05, eta: 6:09:41, time: 0.457, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1277, s0.acc: 95.3384, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2040, s1.loss_cls: 0.0592, s1.acc: 95.5450, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1048, s2.loss_cls: 0.0299, s2.acc: 95.3435, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0497, loss: 0.9660 2022-06-16 11:25:50,477 - mmdet - INFO - Epoch [31][550/7330] lr: 1.000e-05, eta: 6:09:15, time: 0.457, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1303, s0.acc: 95.3022, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2031, s1.loss_cls: 0.0590, s1.acc: 95.6541, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1039, s2.loss_cls: 0.0300, s2.acc: 95.4403, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0498, loss: 0.9629 2022-06-16 11:26:13,180 - mmdet - INFO - Epoch [31][600/7330] lr: 1.000e-05, eta: 6:08:48, time: 0.454, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1250, s0.acc: 95.4333, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1996, s1.loss_cls: 0.0568, s1.acc: 95.7016, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1034, s2.loss_cls: 0.0290, s2.acc: 95.5214, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0492, loss: 0.9427 2022-06-16 11:26:35,843 - mmdet - INFO - Epoch [31][650/7330] lr: 1.000e-05, eta: 6:08:22, time: 0.453, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1344, s0.acc: 95.0166, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2111, s1.loss_cls: 0.0622, s1.acc: 95.2836, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1083, s2.loss_cls: 0.0308, s2.acc: 95.2795, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0515, loss: 1.0043 2022-06-16 11:26:58,065 - mmdet - INFO - Epoch [31][700/7330] lr: 1.000e-05, eta: 6:07:55, time: 0.444, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1207, s0.acc: 95.6157, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2013, s1.loss_cls: 0.0553, s1.acc: 95.8777, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1031, s2.loss_cls: 0.0277, s2.acc: 95.7609, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0492, loss: 0.9282 2022-06-16 11:27:20,648 - mmdet - INFO - Epoch [31][750/7330] lr: 1.000e-05, eta: 6:07:29, time: 0.452, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1232, s0.acc: 95.4004, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2010, s1.loss_cls: 0.0578, s1.acc: 95.6533, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1031, s2.loss_cls: 0.0289, s2.acc: 95.4991, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0490, loss: 0.9448 2022-06-16 11:27:43,286 - mmdet - INFO - Epoch [31][800/7330] lr: 1.000e-05, eta: 6:07:03, time: 0.453, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1244, s0.acc: 95.4326, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1959, s1.loss_cls: 0.0566, s1.acc: 95.7504, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1011, s2.loss_cls: 0.0285, s2.acc: 95.6079, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0485, loss: 0.9314 2022-06-16 11:28:06,293 - mmdet - INFO - Epoch [31][850/7330] lr: 1.000e-05, eta: 6:06:36, time: 0.460, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1237, s0.acc: 95.5002, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2012, s1.loss_cls: 0.0569, s1.acc: 95.7655, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1028, s2.loss_cls: 0.0287, s2.acc: 95.5391, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0490, loss: 0.9406 2022-06-16 11:28:28,952 - mmdet - INFO - Epoch [31][900/7330] lr: 1.000e-05, eta: 6:06:10, time: 0.453, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1257, s0.acc: 95.2888, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2065, s1.loss_cls: 0.0575, s1.acc: 95.6769, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1064, s2.loss_cls: 0.0286, s2.acc: 95.6212, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0503, loss: 0.9683 2022-06-16 11:28:51,099 - mmdet - INFO - Epoch [31][950/7330] lr: 1.000e-05, eta: 6:05:43, time: 0.443, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1264, s0.acc: 95.3604, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2075, s1.loss_cls: 0.0578, s1.acc: 95.6386, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1057, s2.loss_cls: 0.0283, s2.acc: 95.6786, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0503, loss: 0.9637 2022-06-16 11:29:13,637 - mmdet - INFO - Epoch [31][1000/7330] lr: 1.000e-05, eta: 6:05:17, time: 0.451, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1285, s0.acc: 95.4153, s0.loss_bbox: 0.2059, s0.loss_mask: 0.1974, s1.loss_cls: 0.0592, s1.acc: 95.6927, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1018, s2.loss_cls: 0.0294, s2.acc: 95.6607, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0485, loss: 0.9498 2022-06-16 11:29:36,188 - mmdet - INFO - Epoch [31][1050/7330] lr: 1.000e-05, eta: 6:04:51, time: 0.451, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1288, s0.acc: 95.2927, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2030, s1.loss_cls: 0.0602, s1.acc: 95.5211, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1041, s2.loss_cls: 0.0300, s2.acc: 95.4056, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0493, loss: 0.9615 2022-06-16 11:29:58,685 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 11:29:58,686 - mmdet - INFO - Epoch [31][1100/7330] lr: 1.000e-05, eta: 6:04:24, time: 0.450, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1270, s0.acc: 95.2229, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2024, s1.loss_cls: 0.0585, s1.acc: 95.5596, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1027, s2.loss_cls: 0.0296, s2.acc: 95.4111, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0488, loss: 0.9554 2022-06-16 11:30:21,198 - mmdet - INFO - Epoch [31][1150/7330] lr: 1.000e-05, eta: 6:03:58, time: 0.450, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1270, s0.acc: 95.3459, s0.loss_bbox: 0.2066, s0.loss_mask: 0.1999, s1.loss_cls: 0.0590, s1.acc: 95.5810, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1016, s2.loss_cls: 0.0293, s2.acc: 95.4803, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0482, loss: 0.9482 2022-06-16 11:30:43,952 - mmdet - INFO - Epoch [31][1200/7330] lr: 1.000e-05, eta: 6:03:31, time: 0.455, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1199, s0.acc: 95.5669, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1983, s1.loss_cls: 0.0548, s1.acc: 95.9099, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1015, s2.loss_cls: 0.0273, s2.acc: 95.8444, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0484, loss: 0.9209 2022-06-16 11:31:06,838 - mmdet - INFO - Epoch [31][1250/7330] lr: 1.000e-05, eta: 6:03:05, time: 0.458, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1332, s0.acc: 95.2009, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2082, s1.loss_cls: 0.0615, s1.acc: 95.4794, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1054, s2.loss_cls: 0.0304, s2.acc: 95.4424, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0502, loss: 0.9873 2022-06-16 11:31:29,753 - mmdet - INFO - Epoch [31][1300/7330] lr: 1.000e-05, eta: 6:02:39, time: 0.458, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1227, s0.acc: 95.4836, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2028, s1.loss_cls: 0.0567, s1.acc: 95.7155, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1035, s2.loss_cls: 0.0287, s2.acc: 95.6465, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0491, loss: 0.9447 2022-06-16 11:31:52,347 - mmdet - INFO - Epoch [31][1350/7330] lr: 1.000e-05, eta: 6:02:13, time: 0.452, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1343, s0.acc: 95.1479, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2037, s1.loss_cls: 0.0613, s1.acc: 95.4855, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1040, s2.loss_cls: 0.0308, s2.acc: 95.3278, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0497, loss: 0.9852 2022-06-16 11:32:14,988 - mmdet - INFO - Epoch [31][1400/7330] lr: 1.000e-05, eta: 6:01:46, time: 0.453, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1252, s0.acc: 95.4519, s0.loss_bbox: 0.1994, s0.loss_mask: 0.1978, s1.loss_cls: 0.0577, s1.acc: 95.6565, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1021, s2.loss_cls: 0.0289, s2.acc: 95.6001, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0490, loss: 0.9332 2022-06-16 11:32:38,124 - mmdet - INFO - Epoch [31][1450/7330] lr: 1.000e-05, eta: 6:01:20, time: 0.463, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1259, s0.acc: 95.3809, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2026, s1.loss_cls: 0.0581, s1.acc: 95.6284, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1041, s2.loss_cls: 0.0293, s2.acc: 95.5026, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0494, loss: 0.9592 2022-06-16 11:33:00,857 - mmdet - INFO - Epoch [31][1500/7330] lr: 1.000e-05, eta: 6:00:54, time: 0.455, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1267, s0.acc: 95.3347, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2069, s1.loss_cls: 0.0576, s1.acc: 95.7149, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1058, s2.loss_cls: 0.0286, s2.acc: 95.6136, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0503, loss: 0.9671 2022-06-16 11:33:23,504 - mmdet - INFO - Epoch [31][1550/7330] lr: 1.000e-05, eta: 6:00:27, time: 0.453, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1284, s0.acc: 95.2839, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2009, s1.loss_cls: 0.0596, s1.acc: 95.5643, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1040, s2.loss_cls: 0.0297, s2.acc: 95.5302, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 0.9636 2022-06-16 11:33:46,101 - mmdet - INFO - Epoch [31][1600/7330] lr: 1.000e-05, eta: 6:00:01, time: 0.452, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1261, s0.acc: 95.3506, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2030, s1.loss_cls: 0.0573, s1.acc: 95.6846, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1038, s2.loss_cls: 0.0292, s2.acc: 95.5126, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0493, loss: 0.9538 2022-06-16 11:34:09,171 - mmdet - INFO - Epoch [31][1650/7330] lr: 1.000e-05, eta: 5:59:35, time: 0.461, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1228, s0.acc: 95.4946, s0.loss_bbox: 0.1958, s0.loss_mask: 0.1958, s1.loss_cls: 0.0562, s1.acc: 95.7727, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1013, s2.loss_cls: 0.0280, s2.acc: 95.7249, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0487, loss: 0.9212 2022-06-16 11:34:32,322 - mmdet - INFO - Epoch [31][1700/7330] lr: 1.000e-05, eta: 5:59:09, time: 0.463, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1273, s0.acc: 95.3743, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2015, s1.loss_cls: 0.0585, s1.acc: 95.6515, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1027, s2.loss_cls: 0.0295, s2.acc: 95.4495, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0489, loss: 0.9499 2022-06-16 11:34:55,401 - mmdet - INFO - Epoch [31][1750/7330] lr: 1.000e-05, eta: 5:58:42, time: 0.462, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1258, s0.acc: 95.4407, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2055, s1.loss_cls: 0.0579, s1.acc: 95.6712, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1057, s2.loss_cls: 0.0294, s2.acc: 95.4792, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0505, loss: 0.9570 2022-06-16 11:35:18,773 - mmdet - INFO - Epoch [31][1800/7330] lr: 1.000e-05, eta: 5:58:16, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1267, s0.acc: 95.2932, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2045, s1.loss_cls: 0.0595, s1.acc: 95.4948, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1049, s2.loss_cls: 0.0297, s2.acc: 95.4061, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0497, loss: 0.9622 2022-06-16 11:35:42,046 - mmdet - INFO - Epoch [31][1850/7330] lr: 1.000e-05, eta: 5:57:50, time: 0.466, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1252, s0.acc: 95.3804, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1974, s1.loss_cls: 0.0577, s1.acc: 95.6799, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1018, s2.loss_cls: 0.0289, s2.acc: 95.5453, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0486, loss: 0.9412 2022-06-16 11:36:04,954 - mmdet - INFO - Epoch [31][1900/7330] lr: 1.000e-05, eta: 5:57:24, time: 0.458, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1180, s0.acc: 95.6592, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2013, s1.loss_cls: 0.0545, s1.acc: 95.9166, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1032, s2.loss_cls: 0.0273, s2.acc: 95.8485, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0492, loss: 0.9265 2022-06-16 11:36:27,560 - mmdet - INFO - Epoch [31][1950/7330] lr: 1.000e-05, eta: 5:56:58, time: 0.453, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1222, s0.acc: 95.5059, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1989, s1.loss_cls: 0.0565, s1.acc: 95.8434, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1029, s2.loss_cls: 0.0285, s2.acc: 95.6976, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0491, loss: 0.9377 2022-06-16 11:36:50,380 - mmdet - INFO - Epoch [31][2000/7330] lr: 1.000e-05, eta: 5:56:31, time: 0.456, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1243, s0.acc: 95.4536, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2015, s1.loss_cls: 0.0582, s1.acc: 95.6850, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1037, s2.loss_cls: 0.0288, s2.acc: 95.5629, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0494, loss: 0.9493 2022-06-16 11:37:13,006 - mmdet - INFO - Epoch [31][2050/7330] lr: 1.000e-05, eta: 5:56:05, time: 0.452, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1210, s0.acc: 95.5713, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2086, s1.loss_cls: 0.0570, s1.acc: 95.7573, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1062, s2.loss_cls: 0.0284, s2.acc: 95.6937, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0507, loss: 0.9504 2022-06-16 11:37:35,820 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 11:37:35,821 - mmdet - INFO - Epoch [31][2100/7330] lr: 1.000e-05, eta: 5:55:39, time: 0.457, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1262, s0.acc: 95.3936, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2087, s1.loss_cls: 0.0579, s1.acc: 95.6837, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1053, s2.loss_cls: 0.0289, s2.acc: 95.5617, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0498, loss: 0.9561 2022-06-16 11:37:58,332 - mmdet - INFO - Epoch [31][2150/7330] lr: 1.000e-05, eta: 5:55:12, time: 0.450, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1231, s0.acc: 95.4138, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2008, s1.loss_cls: 0.0565, s1.acc: 95.7103, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1020, s2.loss_cls: 0.0284, s2.acc: 95.6159, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0482, loss: 0.9295 2022-06-16 11:38:21,439 - mmdet - INFO - Epoch [31][2200/7330] lr: 1.000e-05, eta: 5:54:46, time: 0.462, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1254, s0.acc: 95.4426, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1997, s1.loss_cls: 0.0565, s1.acc: 95.8466, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1019, s2.loss_cls: 0.0286, s2.acc: 95.7071, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0487, loss: 0.9396 2022-06-16 11:38:44,487 - mmdet - INFO - Epoch [31][2250/7330] lr: 1.000e-05, eta: 5:54:20, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1234, s0.acc: 95.5408, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2014, s1.loss_cls: 0.0563, s1.acc: 95.7918, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1033, s2.loss_cls: 0.0283, s2.acc: 95.7038, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0494, loss: 0.9286 2022-06-16 11:39:07,113 - mmdet - INFO - Epoch [31][2300/7330] lr: 1.000e-05, eta: 5:53:54, time: 0.453, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1268, s0.acc: 95.3943, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2078, s1.loss_cls: 0.0583, s1.acc: 95.6962, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1051, s2.loss_cls: 0.0291, s2.acc: 95.5659, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0500, loss: 0.9684 2022-06-16 11:39:29,951 - mmdet - INFO - Epoch [31][2350/7330] lr: 1.000e-05, eta: 5:53:27, time: 0.454, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1192, s0.acc: 95.5273, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2036, s1.loss_cls: 0.0550, s1.acc: 95.8379, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1034, s2.loss_cls: 0.0278, s2.acc: 95.8004, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0490, loss: 0.9307 2022-06-16 11:39:52,999 - mmdet - INFO - Epoch [31][2400/7330] lr: 1.000e-05, eta: 5:53:01, time: 0.463, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1196, s0.acc: 95.6409, s0.loss_bbox: 0.1961, s0.loss_mask: 0.1973, s1.loss_cls: 0.0565, s1.acc: 95.8270, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1006, s2.loss_cls: 0.0281, s2.acc: 95.6863, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0478, loss: 0.9159 2022-06-16 11:40:15,573 - mmdet - INFO - Epoch [31][2450/7330] lr: 1.000e-05, eta: 5:52:35, time: 0.451, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1209, s0.acc: 95.5190, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2039, s1.loss_cls: 0.0559, s1.acc: 95.7457, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1044, s2.loss_cls: 0.0278, s2.acc: 95.7670, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0497, loss: 0.9344 2022-06-16 11:40:38,140 - mmdet - INFO - Epoch [31][2500/7330] lr: 1.000e-05, eta: 5:52:09, time: 0.451, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1241, s0.acc: 95.4749, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2001, s1.loss_cls: 0.0581, s1.acc: 95.6354, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1036, s2.loss_cls: 0.0291, s2.acc: 95.4450, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0493, loss: 0.9431 2022-06-16 11:41:00,716 - mmdet - INFO - Epoch [31][2550/7330] lr: 1.000e-05, eta: 5:51:42, time: 0.452, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1232, s0.acc: 95.4407, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2031, s1.loss_cls: 0.0571, s1.acc: 95.7298, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1042, s2.loss_cls: 0.0280, s2.acc: 95.7373, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0497, loss: 0.9402 2022-06-16 11:41:23,639 - mmdet - INFO - Epoch [31][2600/7330] lr: 1.000e-05, eta: 5:51:16, time: 0.458, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1207, s0.acc: 95.4722, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2054, s1.loss_cls: 0.0553, s1.acc: 95.7842, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1051, s2.loss_cls: 0.0274, s2.acc: 95.6996, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0501, loss: 0.9391 2022-06-16 11:41:47,020 - mmdet - INFO - Epoch [31][2650/7330] lr: 1.000e-05, eta: 5:50:50, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1265, s0.acc: 95.3794, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2049, s1.loss_cls: 0.0575, s1.acc: 95.7681, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1047, s2.loss_cls: 0.0288, s2.acc: 95.6068, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0497, loss: 0.9694 2022-06-16 11:42:10,302 - mmdet - INFO - Epoch [31][2700/7330] lr: 1.000e-05, eta: 5:50:24, time: 0.466, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1302, s0.acc: 95.3247, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2018, s1.loss_cls: 0.0590, s1.acc: 95.6676, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1028, s2.loss_cls: 0.0294, s2.acc: 95.5418, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0485, loss: 0.9538 2022-06-16 11:42:33,314 - mmdet - INFO - Epoch [31][2750/7330] lr: 1.000e-05, eta: 5:49:58, time: 0.460, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1228, s0.acc: 95.4915, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2000, s1.loss_cls: 0.0568, s1.acc: 95.7689, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1031, s2.loss_cls: 0.0283, s2.acc: 95.6782, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0490, loss: 0.9381 2022-06-16 11:42:56,413 - mmdet - INFO - Epoch [31][2800/7330] lr: 1.000e-05, eta: 5:49:32, time: 0.462, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1209, s0.acc: 95.5251, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2024, s1.loss_cls: 0.0566, s1.acc: 95.7328, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1050, s2.loss_cls: 0.0286, s2.acc: 95.5380, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0500, loss: 0.9432 2022-06-16 11:43:19,611 - mmdet - INFO - Epoch [31][2850/7330] lr: 1.000e-05, eta: 5:49:05, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1253, s0.acc: 95.5042, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2006, s1.loss_cls: 0.0581, s1.acc: 95.7458, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1027, s2.loss_cls: 0.0288, s2.acc: 95.5867, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0487, loss: 0.9421 2022-06-16 11:43:42,627 - mmdet - INFO - Epoch [31][2900/7330] lr: 1.000e-05, eta: 5:48:39, time: 0.460, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1287, s0.acc: 95.2612, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2067, s1.loss_cls: 0.0590, s1.acc: 95.5713, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1051, s2.loss_cls: 0.0292, s2.acc: 95.5687, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0498, loss: 0.9664 2022-06-16 11:44:05,634 - mmdet - INFO - Epoch [31][2950/7330] lr: 1.000e-05, eta: 5:48:13, time: 0.460, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1286, s0.acc: 95.3003, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2077, s1.loss_cls: 0.0596, s1.acc: 95.5187, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1056, s2.loss_cls: 0.0298, s2.acc: 95.3812, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0502, loss: 0.9746 2022-06-16 11:44:28,752 - mmdet - INFO - Epoch [31][3000/7330] lr: 1.000e-05, eta: 5:47:47, time: 0.462, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1249, s0.acc: 95.3457, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2072, s1.loss_cls: 0.0576, s1.acc: 95.6022, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1056, s2.loss_cls: 0.0293, s2.acc: 95.4431, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0505, loss: 0.9656 2022-06-16 11:44:52,030 - mmdet - INFO - Epoch [31][3050/7330] lr: 1.000e-05, eta: 5:47:21, time: 0.466, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1294, s0.acc: 95.3616, s0.loss_bbox: 0.2023, s0.loss_mask: 0.1999, s1.loss_cls: 0.0603, s1.acc: 95.5915, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1027, s2.loss_cls: 0.0303, s2.acc: 95.4647, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0492, loss: 0.9516 2022-06-16 11:45:14,628 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 11:45:14,629 - mmdet - INFO - Epoch [31][3100/7330] lr: 1.000e-05, eta: 5:46:55, time: 0.452, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1252, s0.acc: 95.4736, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1981, s1.loss_cls: 0.0585, s1.acc: 95.7017, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1014, s2.loss_cls: 0.0288, s2.acc: 95.6177, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0477, loss: 0.9344 2022-06-16 11:45:37,787 - mmdet - INFO - Epoch [31][3150/7330] lr: 1.000e-05, eta: 5:46:28, time: 0.463, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1297, s0.acc: 95.2864, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2034, s1.loss_cls: 0.0607, s1.acc: 95.4991, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1046, s2.loss_cls: 0.0306, s2.acc: 95.2555, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0496, loss: 0.9631 2022-06-16 11:46:01,089 - mmdet - INFO - Epoch [31][3200/7330] lr: 1.000e-05, eta: 5:46:02, time: 0.467, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1287, s0.acc: 95.2305, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2050, s1.loss_cls: 0.0596, s1.acc: 95.5175, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1042, s2.loss_cls: 0.0300, s2.acc: 95.3519, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0493, loss: 0.9722 2022-06-16 11:46:24,232 - mmdet - INFO - Epoch [31][3250/7330] lr: 1.000e-05, eta: 5:45:36, time: 0.463, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1282, s0.acc: 95.2976, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2030, s1.loss_cls: 0.0588, s1.acc: 95.5896, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1033, s2.loss_cls: 0.0296, s2.acc: 95.4874, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0489, loss: 0.9592 2022-06-16 11:46:47,293 - mmdet - INFO - Epoch [31][3300/7330] lr: 1.000e-05, eta: 5:45:10, time: 0.461, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1249, s0.acc: 95.3848, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2014, s1.loss_cls: 0.0580, s1.acc: 95.6067, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1029, s2.loss_cls: 0.0292, s2.acc: 95.4127, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0489, loss: 0.9487 2022-06-16 11:47:10,637 - mmdet - INFO - Epoch [31][3350/7330] lr: 1.000e-05, eta: 5:44:44, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1308, s0.acc: 95.2444, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2028, s1.loss_cls: 0.0597, s1.acc: 95.5997, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1046, s2.loss_cls: 0.0295, s2.acc: 95.5098, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0500, loss: 0.9650 2022-06-16 11:47:34,049 - mmdet - INFO - Epoch [31][3400/7330] lr: 1.000e-05, eta: 5:44:18, time: 0.468, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1232, s0.acc: 95.4622, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2042, s1.loss_cls: 0.0565, s1.acc: 95.7708, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1050, s2.loss_cls: 0.0285, s2.acc: 95.6521, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0500, loss: 0.9579 2022-06-16 11:47:57,596 - mmdet - INFO - Epoch [31][3450/7330] lr: 1.000e-05, eta: 5:43:52, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1238, s0.acc: 95.5469, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1997, s1.loss_cls: 0.0558, s1.acc: 95.9316, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1016, s2.loss_cls: 0.0280, s2.acc: 95.7838, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0484, loss: 0.9359 2022-06-16 11:48:20,769 - mmdet - INFO - Epoch [31][3500/7330] lr: 1.000e-05, eta: 5:43:26, time: 0.463, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1259, s0.acc: 95.3804, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2014, s1.loss_cls: 0.0588, s1.acc: 95.6037, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1028, s2.loss_cls: 0.0294, s2.acc: 95.5160, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0490, loss: 0.9455 2022-06-16 11:48:44,102 - mmdet - INFO - Epoch [31][3550/7330] lr: 1.000e-05, eta: 5:43:00, time: 0.467, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1194, s0.acc: 95.6028, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2019, s1.loss_cls: 0.0544, s1.acc: 95.9245, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1035, s2.loss_cls: 0.0275, s2.acc: 95.7620, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0494, loss: 0.9348 2022-06-16 11:49:07,262 - mmdet - INFO - Epoch [31][3600/7330] lr: 1.000e-05, eta: 5:42:34, time: 0.463, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1290, s0.acc: 95.2124, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2045, s1.loss_cls: 0.0593, s1.acc: 95.4973, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1039, s2.loss_cls: 0.0301, s2.acc: 95.2927, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0493, loss: 0.9659 2022-06-16 11:49:30,362 - mmdet - INFO - Epoch [31][3650/7330] lr: 1.000e-05, eta: 5:42:08, time: 0.462, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1213, s0.acc: 95.5476, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2018, s1.loss_cls: 0.0557, s1.acc: 95.8429, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1022, s2.loss_cls: 0.0277, s2.acc: 95.7752, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0486, loss: 0.9269 2022-06-16 11:49:53,835 - mmdet - INFO - Epoch [31][3700/7330] lr: 1.000e-05, eta: 5:41:42, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1229, s0.acc: 95.4724, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2039, s1.loss_cls: 0.0570, s1.acc: 95.7785, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1046, s2.loss_cls: 0.0286, s2.acc: 95.5977, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0502, loss: 0.9487 2022-06-16 11:50:16,967 - mmdet - INFO - Epoch [31][3750/7330] lr: 1.000e-05, eta: 5:41:16, time: 0.465, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1279, s0.acc: 95.2781, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2094, s1.loss_cls: 0.0586, s1.acc: 95.6809, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1071, s2.loss_cls: 0.0294, s2.acc: 95.4771, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0509, loss: 0.9735 2022-06-16 11:50:40,215 - mmdet - INFO - Epoch [31][3800/7330] lr: 1.000e-05, eta: 5:40:49, time: 0.465, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1267, s0.acc: 95.3066, s0.loss_bbox: 0.2081, s0.loss_mask: 0.1984, s1.loss_cls: 0.0591, s1.acc: 95.5314, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1023, s2.loss_cls: 0.0296, s2.acc: 95.4256, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0487, loss: 0.9515 2022-06-16 11:51:03,528 - mmdet - INFO - Epoch [31][3850/7330] lr: 1.000e-05, eta: 5:40:23, time: 0.466, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1227, s0.acc: 95.4133, s0.loss_bbox: 0.2041, s0.loss_mask: 0.1992, s1.loss_cls: 0.0559, s1.acc: 95.7202, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1019, s2.loss_cls: 0.0281, s2.acc: 95.6413, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0485, loss: 0.9377 2022-06-16 11:51:26,779 - mmdet - INFO - Epoch [31][3900/7330] lr: 1.000e-05, eta: 5:39:57, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1255, s0.acc: 95.4019, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2048, s1.loss_cls: 0.0582, s1.acc: 95.6492, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1053, s2.loss_cls: 0.0293, s2.acc: 95.5221, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0499, loss: 0.9608 2022-06-16 11:51:49,662 - mmdet - INFO - Epoch [31][3950/7330] lr: 1.000e-05, eta: 5:39:31, time: 0.457, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1231, s0.acc: 95.5317, s0.loss_bbox: 0.1982, s0.loss_mask: 0.1949, s1.loss_cls: 0.0560, s1.acc: 95.8191, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1004, s2.loss_cls: 0.0283, s2.acc: 95.6841, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0478, loss: 0.9221 2022-06-16 11:52:12,477 - mmdet - INFO - Epoch [31][4000/7330] lr: 1.000e-05, eta: 5:39:05, time: 0.457, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1238, s0.acc: 95.4727, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2081, s1.loss_cls: 0.0569, s1.acc: 95.8025, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1048, s2.loss_cls: 0.0286, s2.acc: 95.6327, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0500, loss: 0.9545 2022-06-16 11:52:35,659 - mmdet - INFO - Epoch [31][4050/7330] lr: 1.000e-05, eta: 5:38:39, time: 0.464, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1224, s0.acc: 95.6321, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2033, s1.loss_cls: 0.0559, s1.acc: 95.9037, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1049, s2.loss_cls: 0.0280, s2.acc: 95.7523, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0501, loss: 0.9368 2022-06-16 11:52:59,045 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 11:52:59,046 - mmdet - INFO - Epoch [31][4100/7330] lr: 1.000e-05, eta: 5:38:13, time: 0.468, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1218, s0.acc: 95.4922, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2032, s1.loss_cls: 0.0562, s1.acc: 95.8215, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1041, s2.loss_cls: 0.0278, s2.acc: 95.7317, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0499, loss: 0.9409 2022-06-16 11:53:22,749 - mmdet - INFO - Epoch [31][4150/7330] lr: 1.000e-05, eta: 5:37:47, time: 0.474, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1232, s0.acc: 95.4675, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2017, s1.loss_cls: 0.0569, s1.acc: 95.7196, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1035, s2.loss_cls: 0.0283, s2.acc: 95.6641, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0492, loss: 0.9448 2022-06-16 11:53:46,138 - mmdet - INFO - Epoch [31][4200/7330] lr: 1.000e-05, eta: 5:37:21, time: 0.468, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1231, s0.acc: 95.4529, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1971, s1.loss_cls: 0.0563, s1.acc: 95.7935, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1019, s2.loss_cls: 0.0285, s2.acc: 95.6347, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0483, loss: 0.9312 2022-06-16 11:54:09,793 - mmdet - INFO - Epoch [31][4250/7330] lr: 1.000e-05, eta: 5:36:55, time: 0.473, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1227, s0.acc: 95.4966, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2025, s1.loss_cls: 0.0570, s1.acc: 95.7247, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1049, s2.loss_cls: 0.0285, s2.acc: 95.6851, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0500, loss: 0.9454 2022-06-16 11:54:33,271 - mmdet - INFO - Epoch [31][4300/7330] lr: 1.000e-05, eta: 5:36:29, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1226, s0.acc: 95.4011, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2039, s1.loss_cls: 0.0569, s1.acc: 95.6610, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1061, s2.loss_cls: 0.0286, s2.acc: 95.5534, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0502, loss: 0.9546 2022-06-16 11:54:57,006 - mmdet - INFO - Epoch [31][4350/7330] lr: 1.000e-05, eta: 5:36:03, time: 0.475, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1258, s0.acc: 95.3845, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2059, s1.loss_cls: 0.0584, s1.acc: 95.6679, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1045, s2.loss_cls: 0.0295, s2.acc: 95.4263, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0494, loss: 0.9586 2022-06-16 11:55:20,730 - mmdet - INFO - Epoch [31][4400/7330] lr: 1.000e-05, eta: 5:35:37, time: 0.474, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1301, s0.acc: 95.1909, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2074, s1.loss_cls: 0.0594, s1.acc: 95.5220, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1064, s2.loss_cls: 0.0293, s2.acc: 95.5369, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0501, loss: 0.9771 2022-06-16 11:55:44,111 - mmdet - INFO - Epoch [31][4450/7330] lr: 1.000e-05, eta: 5:35:11, time: 0.468, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1313, s0.acc: 95.1880, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2065, s1.loss_cls: 0.0602, s1.acc: 95.4799, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1058, s2.loss_cls: 0.0301, s2.acc: 95.3820, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0502, loss: 0.9794 2022-06-16 11:56:07,310 - mmdet - INFO - Epoch [31][4500/7330] lr: 1.000e-05, eta: 5:34:45, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1278, s0.acc: 95.3657, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2040, s1.loss_cls: 0.0594, s1.acc: 95.5459, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1047, s2.loss_cls: 0.0297, s2.acc: 95.4105, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0498, loss: 0.9585 2022-06-16 11:56:30,772 - mmdet - INFO - Epoch [31][4550/7330] lr: 1.000e-05, eta: 5:34:19, time: 0.469, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1260, s0.acc: 95.4204, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2026, s1.loss_cls: 0.0575, s1.acc: 95.7430, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1041, s2.loss_cls: 0.0286, s2.acc: 95.6401, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0494, loss: 0.9549 2022-06-16 11:56:53,970 - mmdet - INFO - Epoch [31][4600/7330] lr: 1.000e-05, eta: 5:33:53, time: 0.464, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1252, s0.acc: 95.4495, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2026, s1.loss_cls: 0.0569, s1.acc: 95.7809, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1041, s2.loss_cls: 0.0284, s2.acc: 95.7090, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0496, loss: 0.9474 2022-06-16 11:57:17,213 - mmdet - INFO - Epoch [31][4650/7330] lr: 1.000e-05, eta: 5:33:27, time: 0.465, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1262, s0.acc: 95.4048, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1983, s1.loss_cls: 0.0579, s1.acc: 95.6932, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1024, s2.loss_cls: 0.0292, s2.acc: 95.5522, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0488, loss: 0.9411 2022-06-16 11:57:40,476 - mmdet - INFO - Epoch [31][4700/7330] lr: 1.000e-05, eta: 5:33:01, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1226, s0.acc: 95.4604, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2038, s1.loss_cls: 0.0563, s1.acc: 95.7716, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1045, s2.loss_cls: 0.0283, s2.acc: 95.6346, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0500, loss: 0.9440 2022-06-16 11:58:04,218 - mmdet - INFO - Epoch [31][4750/7330] lr: 1.000e-05, eta: 5:32:35, time: 0.476, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1250, s0.acc: 95.4346, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2010, s1.loss_cls: 0.0583, s1.acc: 95.7072, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1034, s2.loss_cls: 0.0292, s2.acc: 95.5939, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0491, loss: 0.9489 2022-06-16 11:58:28,085 - mmdet - INFO - Epoch [31][4800/7330] lr: 1.000e-05, eta: 5:32:09, time: 0.477, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1257, s0.acc: 95.3074, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2054, s1.loss_cls: 0.0585, s1.acc: 95.5384, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1040, s2.loss_cls: 0.0290, s2.acc: 95.5443, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0492, loss: 0.9550 2022-06-16 11:58:51,531 - mmdet - INFO - Epoch [31][4850/7330] lr: 1.000e-05, eta: 5:31:43, time: 0.469, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1287, s0.acc: 95.3411, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1988, s1.loss_cls: 0.0596, s1.acc: 95.6594, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1015, s2.loss_cls: 0.0296, s2.acc: 95.6157, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0484, loss: 0.9485 2022-06-16 11:59:15,149 - mmdet - INFO - Epoch [31][4900/7330] lr: 1.000e-05, eta: 5:31:17, time: 0.472, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1235, s0.acc: 95.4021, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2043, s1.loss_cls: 0.0573, s1.acc: 95.6845, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1047, s2.loss_cls: 0.0290, s2.acc: 95.5013, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0498, loss: 0.9593 2022-06-16 11:59:38,064 - mmdet - INFO - Epoch [31][4950/7330] lr: 1.000e-05, eta: 5:30:51, time: 0.458, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1194, s0.acc: 95.6638, s0.loss_bbox: 0.1948, s0.loss_mask: 0.2020, s1.loss_cls: 0.0545, s1.acc: 96.0027, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1033, s2.loss_cls: 0.0273, s2.acc: 95.9659, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0492, loss: 0.9199 2022-06-16 12:00:03,775 - mmdet - INFO - Epoch [31][5000/7330] lr: 1.000e-05, eta: 5:30:26, time: 0.514, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1256, s0.acc: 95.4504, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2057, s1.loss_cls: 0.0566, s1.acc: 95.7896, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1052, s2.loss_cls: 0.0282, s2.acc: 95.6121, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0500, loss: 0.9643 2022-06-16 12:00:28,111 - mmdet - INFO - Epoch [31][5050/7330] lr: 1.000e-05, eta: 5:30:00, time: 0.486, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1307, s0.acc: 95.2263, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2060, s1.loss_cls: 0.0599, s1.acc: 95.5439, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1043, s2.loss_cls: 0.0299, s2.acc: 95.3480, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0494, loss: 0.9715 2022-06-16 12:00:52,053 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 12:00:52,068 - mmdet - INFO - Epoch [31][5100/7330] lr: 1.000e-05, eta: 5:29:34, time: 0.479, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1282, s0.acc: 95.3066, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2033, s1.loss_cls: 0.0588, s1.acc: 95.5999, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1044, s2.loss_cls: 0.0291, s2.acc: 95.5199, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0495, loss: 0.9636 2022-06-16 12:01:15,771 - mmdet - INFO - Epoch [31][5150/7330] lr: 1.000e-05, eta: 5:29:09, time: 0.474, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1218, s0.acc: 95.4656, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2040, s1.loss_cls: 0.0563, s1.acc: 95.7805, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1041, s2.loss_cls: 0.0279, s2.acc: 95.7557, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0494, loss: 0.9484 2022-06-16 12:01:38,807 - mmdet - INFO - Epoch [31][5200/7330] lr: 1.000e-05, eta: 5:28:42, time: 0.460, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1257, s0.acc: 95.4106, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2043, s1.loss_cls: 0.0573, s1.acc: 95.7440, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1041, s2.loss_cls: 0.0288, s2.acc: 95.5883, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0494, loss: 0.9516 2022-06-16 12:02:01,851 - mmdet - INFO - Epoch [31][5250/7330] lr: 1.000e-05, eta: 5:28:16, time: 0.461, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1250, s0.acc: 95.4268, s0.loss_bbox: 0.2061, s0.loss_mask: 0.1984, s1.loss_cls: 0.0575, s1.acc: 95.7203, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1013, s2.loss_cls: 0.0287, s2.acc: 95.6273, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0483, loss: 0.9444 2022-06-16 12:02:25,214 - mmdet - INFO - Epoch [31][5300/7330] lr: 1.000e-05, eta: 5:27:50, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1209, s0.acc: 95.5898, s0.loss_bbox: 0.1923, s0.loss_mask: 0.1974, s1.loss_cls: 0.0554, s1.acc: 95.8323, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1020, s2.loss_cls: 0.0280, s2.acc: 95.7382, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0486, loss: 0.9118 2022-06-16 12:02:48,253 - mmdet - INFO - Epoch [31][5350/7330] lr: 1.000e-05, eta: 5:27:24, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1245, s0.acc: 95.4182, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1995, s1.loss_cls: 0.0569, s1.acc: 95.6725, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1032, s2.loss_cls: 0.0284, s2.acc: 95.6025, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0493, loss: 0.9444 2022-06-16 12:03:12,292 - mmdet - INFO - Epoch [31][5400/7330] lr: 1.000e-05, eta: 5:26:59, time: 0.478, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1270, s0.acc: 95.4043, s0.loss_bbox: 0.2085, s0.loss_mask: 0.1998, s1.loss_cls: 0.0574, s1.acc: 95.7424, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1020, s2.loss_cls: 0.0288, s2.acc: 95.6213, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0483, loss: 0.9535 2022-06-16 12:03:35,922 - mmdet - INFO - Epoch [31][5450/7330] lr: 1.000e-05, eta: 5:26:33, time: 0.475, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1217, s0.acc: 95.5388, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1987, s1.loss_cls: 0.0554, s1.acc: 95.8607, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1015, s2.loss_cls: 0.0275, s2.acc: 95.8451, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0484, loss: 0.9290 2022-06-16 12:03:59,786 - mmdet - INFO - Epoch [31][5500/7330] lr: 1.000e-05, eta: 5:26:07, time: 0.477, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1307, s0.acc: 95.1953, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2029, s1.loss_cls: 0.0610, s1.acc: 95.4039, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1037, s2.loss_cls: 0.0310, s2.acc: 95.2354, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0495, loss: 0.9738 2022-06-16 12:04:22,770 - mmdet - INFO - Epoch [31][5550/7330] lr: 1.000e-05, eta: 5:25:41, time: 0.460, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1202, s0.acc: 95.5911, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1963, s1.loss_cls: 0.0551, s1.acc: 95.8540, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1008, s2.loss_cls: 0.0278, s2.acc: 95.7496, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0480, loss: 0.9183 2022-06-16 12:04:45,429 - mmdet - INFO - Epoch [31][5600/7330] lr: 1.000e-05, eta: 5:25:15, time: 0.453, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1253, s0.acc: 95.4509, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2007, s1.loss_cls: 0.0575, s1.acc: 95.7425, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1012, s2.loss_cls: 0.0289, s2.acc: 95.5959, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0478, loss: 0.9393 2022-06-16 12:05:08,201 - mmdet - INFO - Epoch [31][5650/7330] lr: 1.000e-05, eta: 5:24:48, time: 0.455, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0155, s0.loss_cls: 0.1156, s0.acc: 95.7837, s0.loss_bbox: 0.1918, s0.loss_mask: 0.1986, s1.loss_cls: 0.0523, s1.acc: 96.1240, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1015, s2.loss_cls: 0.0262, s2.acc: 95.9863, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0483, loss: 0.8978 2022-06-16 12:05:31,829 - mmdet - INFO - Epoch [31][5700/7330] lr: 1.000e-05, eta: 5:24:23, time: 0.473, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1261, s0.acc: 95.3662, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2029, s1.loss_cls: 0.0581, s1.acc: 95.5472, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1037, s2.loss_cls: 0.0289, s2.acc: 95.4963, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0492, loss: 0.9506 2022-06-16 12:05:54,884 - mmdet - INFO - Epoch [31][5750/7330] lr: 1.000e-05, eta: 5:23:56, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1275, s0.acc: 95.2837, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2043, s1.loss_cls: 0.0582, s1.acc: 95.5846, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1046, s2.loss_cls: 0.0290, s2.acc: 95.4407, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0500, loss: 0.9594 2022-06-16 12:06:18,626 - mmdet - INFO - Epoch [31][5800/7330] lr: 1.000e-05, eta: 5:23:31, time: 0.475, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1300, s0.acc: 95.2664, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2022, s1.loss_cls: 0.0600, s1.acc: 95.4895, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1036, s2.loss_cls: 0.0298, s2.acc: 95.3758, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0493, loss: 0.9721 2022-06-16 12:06:42,035 - mmdet - INFO - Epoch [31][5850/7330] lr: 1.000e-05, eta: 5:23:05, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1280, s0.acc: 95.2742, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2036, s1.loss_cls: 0.0596, s1.acc: 95.4789, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1052, s2.loss_cls: 0.0296, s2.acc: 95.4715, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0499, loss: 0.9623 2022-06-16 12:07:05,569 - mmdet - INFO - Epoch [31][5900/7330] lr: 1.000e-05, eta: 5:22:39, time: 0.471, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1261, s0.acc: 95.4929, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1979, s1.loss_cls: 0.0578, s1.acc: 95.7460, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1011, s2.loss_cls: 0.0290, s2.acc: 95.5917, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0484, loss: 0.9423 2022-06-16 12:07:28,650 - mmdet - INFO - Epoch [31][5950/7330] lr: 1.000e-05, eta: 5:22:13, time: 0.459, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1226, s0.acc: 95.6257, s0.loss_bbox: 0.1967, s0.loss_mask: 0.1976, s1.loss_cls: 0.0558, s1.acc: 95.9485, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1008, s2.loss_cls: 0.0283, s2.acc: 95.8027, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0480, loss: 0.9205 2022-06-16 12:07:52,080 - mmdet - INFO - Epoch [31][6000/7330] lr: 1.000e-05, eta: 5:21:47, time: 0.471, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1236, s0.acc: 95.4641, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2040, s1.loss_cls: 0.0566, s1.acc: 95.7768, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1055, s2.loss_cls: 0.0289, s2.acc: 95.4913, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0504, loss: 0.9477 2022-06-16 12:08:15,425 - mmdet - INFO - Epoch [31][6050/7330] lr: 1.000e-05, eta: 5:21:21, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1265, s0.acc: 95.3032, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2049, s1.loss_cls: 0.0590, s1.acc: 95.5080, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1055, s2.loss_cls: 0.0297, s2.acc: 95.3661, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0498, loss: 0.9646 2022-06-16 12:08:38,785 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 12:08:38,804 - mmdet - INFO - Epoch [31][6100/7330] lr: 1.000e-05, eta: 5:20:55, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1288, s0.acc: 95.2458, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2004, s1.loss_cls: 0.0599, s1.acc: 95.4372, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1024, s2.loss_cls: 0.0296, s2.acc: 95.4492, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0486, loss: 0.9477 2022-06-16 12:09:02,140 - mmdet - INFO - Epoch [31][6150/7330] lr: 1.000e-05, eta: 5:20:29, time: 0.468, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1220, s0.acc: 95.5479, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2024, s1.loss_cls: 0.0566, s1.acc: 95.8237, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1037, s2.loss_cls: 0.0288, s2.acc: 95.5842, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0490, loss: 0.9338 2022-06-16 12:09:25,135 - mmdet - INFO - Epoch [31][6200/7330] lr: 1.000e-05, eta: 5:20:03, time: 0.459, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1218, s0.acc: 95.5698, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2024, s1.loss_cls: 0.0562, s1.acc: 95.8634, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1041, s2.loss_cls: 0.0278, s2.acc: 95.7473, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0498, loss: 0.9359 2022-06-16 12:09:48,132 - mmdet - INFO - Epoch [31][6250/7330] lr: 1.000e-05, eta: 5:19:37, time: 0.460, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1236, s0.acc: 95.4563, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2027, s1.loss_cls: 0.0574, s1.acc: 95.7660, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1034, s2.loss_cls: 0.0291, s2.acc: 95.5781, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0491, loss: 0.9489 2022-06-16 12:10:11,452 - mmdet - INFO - Epoch [31][6300/7330] lr: 1.000e-05, eta: 5:19:11, time: 0.466, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1221, s0.acc: 95.5544, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2007, s1.loss_cls: 0.0556, s1.acc: 95.8660, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1027, s2.loss_cls: 0.0276, s2.acc: 95.7939, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0490, loss: 0.9366 2022-06-16 12:10:34,943 - mmdet - INFO - Epoch [31][6350/7330] lr: 1.000e-05, eta: 5:18:45, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1246, s0.acc: 95.4065, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2055, s1.loss_cls: 0.0578, s1.acc: 95.6614, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1044, s2.loss_cls: 0.0284, s2.acc: 95.6719, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0495, loss: 0.9439 2022-06-16 12:10:58,911 - mmdet - INFO - Epoch [31][6400/7330] lr: 1.000e-05, eta: 5:18:19, time: 0.479, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1241, s0.acc: 95.3904, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2026, s1.loss_cls: 0.0576, s1.acc: 95.6862, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1028, s2.loss_cls: 0.0292, s2.acc: 95.4633, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0489, loss: 0.9537 2022-06-16 12:11:22,051 - mmdet - INFO - Epoch [31][6450/7330] lr: 1.000e-05, eta: 5:17:53, time: 0.463, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1217, s0.acc: 95.4924, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2021, s1.loss_cls: 0.0555, s1.acc: 95.7687, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1027, s2.loss_cls: 0.0277, s2.acc: 95.6970, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0489, loss: 0.9343 2022-06-16 12:11:45,354 - mmdet - INFO - Epoch [31][6500/7330] lr: 1.000e-05, eta: 5:17:27, time: 0.466, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1256, s0.acc: 95.3994, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2045, s1.loss_cls: 0.0582, s1.acc: 95.6336, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1046, s2.loss_cls: 0.0294, s2.acc: 95.5150, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 0.9580 2022-06-16 12:12:08,963 - mmdet - INFO - Epoch [31][6550/7330] lr: 1.000e-05, eta: 5:17:01, time: 0.472, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1236, s0.acc: 95.5166, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1984, s1.loss_cls: 0.0570, s1.acc: 95.7920, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1019, s2.loss_cls: 0.0285, s2.acc: 95.6212, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0483, loss: 0.9331 2022-06-16 12:12:32,669 - mmdet - INFO - Epoch [31][6600/7330] lr: 1.000e-05, eta: 5:16:36, time: 0.474, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1360, s0.acc: 95.1316, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2057, s1.loss_cls: 0.0619, s1.acc: 95.4311, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1048, s2.loss_cls: 0.0305, s2.acc: 95.3229, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0500, loss: 0.9896 2022-06-16 12:12:55,725 - mmdet - INFO - Epoch [31][6650/7330] lr: 1.000e-05, eta: 5:16:10, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1201, s0.acc: 95.6118, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2000, s1.loss_cls: 0.0554, s1.acc: 95.8756, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1025, s2.loss_cls: 0.0277, s2.acc: 95.7129, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0490, loss: 0.9239 2022-06-16 12:13:18,935 - mmdet - INFO - Epoch [31][6700/7330] lr: 1.000e-05, eta: 5:15:44, time: 0.464, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1227, s0.acc: 95.5073, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2034, s1.loss_cls: 0.0556, s1.acc: 95.8524, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1035, s2.loss_cls: 0.0275, s2.acc: 95.7579, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0497, loss: 0.9428 2022-06-16 12:13:42,024 - mmdet - INFO - Epoch [31][6750/7330] lr: 1.000e-05, eta: 5:15:18, time: 0.462, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1224, s0.acc: 95.5535, s0.loss_bbox: 0.2021, s0.loss_mask: 0.1980, s1.loss_cls: 0.0559, s1.acc: 95.8741, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1025, s2.loss_cls: 0.0283, s2.acc: 95.6984, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0490, loss: 0.9320 2022-06-16 12:14:04,900 - mmdet - INFO - Epoch [31][6800/7330] lr: 1.000e-05, eta: 5:14:51, time: 0.457, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1181, s0.acc: 95.6350, s0.loss_bbox: 0.1970, s0.loss_mask: 0.1970, s1.loss_cls: 0.0547, s1.acc: 95.8748, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1016, s2.loss_cls: 0.0276, s2.acc: 95.7278, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0486, loss: 0.9139 2022-06-16 12:14:27,888 - mmdet - INFO - Epoch [31][6850/7330] lr: 1.000e-05, eta: 5:14:25, time: 0.460, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1222, s0.acc: 95.5059, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2058, s1.loss_cls: 0.0559, s1.acc: 95.8040, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1051, s2.loss_cls: 0.0281, s2.acc: 95.7047, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0503, loss: 0.9533 2022-06-16 12:14:51,190 - mmdet - INFO - Epoch [31][6900/7330] lr: 1.000e-05, eta: 5:14:00, time: 0.466, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1194, s0.acc: 95.5627, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2006, s1.loss_cls: 0.0545, s1.acc: 95.8670, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1028, s2.loss_cls: 0.0272, s2.acc: 95.7395, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0488, loss: 0.9259 2022-06-16 12:15:14,637 - mmdet - INFO - Epoch [31][6950/7330] lr: 1.000e-05, eta: 5:13:34, time: 0.469, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1226, s0.acc: 95.5657, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2035, s1.loss_cls: 0.0561, s1.acc: 95.8753, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1049, s2.loss_cls: 0.0285, s2.acc: 95.6695, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0503, loss: 0.9453 2022-06-16 12:15:37,838 - mmdet - INFO - Epoch [31][7000/7330] lr: 1.000e-05, eta: 5:13:08, time: 0.464, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1215, s0.acc: 95.5042, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2065, s1.loss_cls: 0.0567, s1.acc: 95.7076, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1063, s2.loss_cls: 0.0286, s2.acc: 95.6170, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0507, loss: 0.9488 2022-06-16 12:16:01,316 - mmdet - INFO - Epoch [31][7050/7330] lr: 1.000e-05, eta: 5:12:42, time: 0.470, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1234, s0.acc: 95.5369, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2038, s1.loss_cls: 0.0562, s1.acc: 95.8007, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1046, s2.loss_cls: 0.0281, s2.acc: 95.7405, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0500, loss: 0.9393 2022-06-16 12:16:24,898 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 12:16:24,899 - mmdet - INFO - Epoch [31][7100/7330] lr: 1.000e-05, eta: 5:12:16, time: 0.472, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1271, s0.acc: 95.3022, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2007, s1.loss_cls: 0.0583, s1.acc: 95.6098, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1017, s2.loss_cls: 0.0296, s2.acc: 95.5145, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0482, loss: 0.9506 2022-06-16 12:16:48,334 - mmdet - INFO - Epoch [31][7150/7330] lr: 1.000e-05, eta: 5:11:50, time: 0.469, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1241, s0.acc: 95.3918, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2011, s1.loss_cls: 0.0575, s1.acc: 95.6243, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1030, s2.loss_cls: 0.0290, s2.acc: 95.4766, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0490, loss: 0.9431 2022-06-16 12:17:11,402 - mmdet - INFO - Epoch [31][7200/7330] lr: 1.000e-05, eta: 5:11:24, time: 0.461, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1288, s0.acc: 95.2837, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2022, s1.loss_cls: 0.0596, s1.acc: 95.5389, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1047, s2.loss_cls: 0.0295, s2.acc: 95.5187, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0498, loss: 0.9645 2022-06-16 12:17:34,978 - mmdet - INFO - Epoch [31][7250/7330] lr: 1.000e-05, eta: 5:10:58, time: 0.472, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1330, s0.acc: 95.1230, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2029, s1.loss_cls: 0.0616, s1.acc: 95.3582, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1039, s2.loss_cls: 0.0308, s2.acc: 95.1795, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0492, loss: 0.9847 2022-06-16 12:17:57,892 - mmdet - INFO - Epoch [31][7300/7330] lr: 1.000e-05, eta: 5:10:32, time: 0.458, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1263, s0.acc: 95.3601, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2083, s1.loss_cls: 0.0578, s1.acc: 95.6568, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1077, s2.loss_cls: 0.0295, s2.acc: 95.4908, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0513, loss: 0.9674 2022-06-16 12:18:31,574 - mmdet - INFO - Saving checkpoint at 31 epochs 2022-06-16 12:21:37,633 - mmdet - INFO - Evaluating bbox... 2022-06-16 12:22:04,347 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.511 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.699 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.554 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.347 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.543 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.661 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.783 2022-06-16 12:22:04,348 - mmdet - INFO - Evaluating segm... 2022-06-16 12:22:31,441 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.440 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.672 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.254 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.471 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.624 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.717 2022-06-16 12:22:31,976 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 12:22:31,976 - mmdet - INFO - Epoch(val) [31][625] bbox_mAP: 0.5110, bbox_mAP_50: 0.6990, bbox_mAP_75: 0.5540, bbox_mAP_s: 0.3470, bbox_mAP_m: 0.5430, bbox_mAP_l: 0.6610, bbox_mAP_copypaste: 0.511 0.699 0.554 0.347 0.543 0.661, segm_mAP: 0.4400, segm_mAP_50: 0.6720, segm_mAP_75: 0.4760, segm_mAP_s: 0.2540, segm_mAP_m: 0.4710, segm_mAP_l: 0.6240, segm_mAP_copypaste: 0.440 0.672 0.476 0.254 0.471 0.624 2022-06-16 12:27:49,987 - mmdet - INFO - Epoch [32][50/7330] lr: 1.000e-05, eta: 5:11:01, time: 6.358, data_time: 5.883, memory: 16085, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1128, s0.acc: 95.9319, s0.loss_bbox: 0.1869, s0.loss_mask: 0.1979, s1.loss_cls: 0.0519, s1.acc: 96.1694, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1025, s2.loss_cls: 0.0259, s2.acc: 96.0774, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0490, loss: 0.8904 2022-06-16 12:28:14,091 - mmdet - INFO - Epoch [32][100/7330] lr: 1.000e-05, eta: 5:10:35, time: 0.483, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1196, s0.acc: 95.6909, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1972, s1.loss_cls: 0.0551, s1.acc: 95.9685, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1021, s2.loss_cls: 0.0273, s2.acc: 95.9143, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0488, loss: 0.9187 2022-06-16 12:28:37,668 - mmdet - INFO - Epoch [32][150/7330] lr: 1.000e-05, eta: 5:10:09, time: 0.471, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1226, s0.acc: 95.4436, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2025, s1.loss_cls: 0.0577, s1.acc: 95.6621, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1034, s2.loss_cls: 0.0286, s2.acc: 95.5807, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0492, loss: 0.9427 2022-06-16 12:29:01,518 - mmdet - INFO - Epoch [32][200/7330] lr: 1.000e-05, eta: 5:09:43, time: 0.478, data_time: 0.024, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1259, s0.acc: 95.3999, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2044, s1.loss_cls: 0.0579, s1.acc: 95.6702, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1042, s2.loss_cls: 0.0291, s2.acc: 95.5572, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0497, loss: 0.9522 2022-06-16 12:29:25,381 - mmdet - INFO - Epoch [32][250/7330] lr: 1.000e-05, eta: 5:09:17, time: 0.477, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1262, s0.acc: 95.4336, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2029, s1.loss_cls: 0.0577, s1.acc: 95.6999, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1038, s2.loss_cls: 0.0286, s2.acc: 95.6180, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0497, loss: 0.9558 2022-06-16 12:29:48,934 - mmdet - INFO - Epoch [32][300/7330] lr: 1.000e-05, eta: 5:08:51, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1304, s0.acc: 95.1951, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2070, s1.loss_cls: 0.0589, s1.acc: 95.5828, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1059, s2.loss_cls: 0.0292, s2.acc: 95.5200, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0505, loss: 0.9752 2022-06-16 12:30:12,441 - mmdet - INFO - Epoch [32][350/7330] lr: 1.000e-05, eta: 5:08:25, time: 0.470, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1230, s0.acc: 95.4688, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2026, s1.loss_cls: 0.0573, s1.acc: 95.6774, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1039, s2.loss_cls: 0.0290, s2.acc: 95.5097, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0497, loss: 0.9451 2022-06-16 12:30:36,038 - mmdet - INFO - Epoch [32][400/7330] lr: 1.000e-05, eta: 5:07:59, time: 0.472, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1198, s0.acc: 95.6262, s0.loss_bbox: 0.1982, s0.loss_mask: 0.1993, s1.loss_cls: 0.0554, s1.acc: 95.9224, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1027, s2.loss_cls: 0.0282, s2.acc: 95.8370, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0486, loss: 0.9235 2022-06-16 12:30:59,516 - mmdet - INFO - Epoch [32][450/7330] lr: 1.000e-05, eta: 5:07:33, time: 0.470, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1229, s0.acc: 95.5161, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2035, s1.loss_cls: 0.0570, s1.acc: 95.7202, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1048, s2.loss_cls: 0.0289, s2.acc: 95.4922, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0497, loss: 0.9475 2022-06-16 12:31:23,398 - mmdet - INFO - Epoch [32][500/7330] lr: 1.000e-05, eta: 5:07:07, time: 0.478, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1252, s0.acc: 95.3870, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1989, s1.loss_cls: 0.0581, s1.acc: 95.6495, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1023, s2.loss_cls: 0.0289, s2.acc: 95.5947, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0487, loss: 0.9452 2022-06-16 12:31:46,646 - mmdet - INFO - Epoch [32][550/7330] lr: 1.000e-05, eta: 5:06:41, time: 0.465, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1242, s0.acc: 95.4768, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1967, s1.loss_cls: 0.0571, s1.acc: 95.7949, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1016, s2.loss_cls: 0.0287, s2.acc: 95.6879, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0485, loss: 0.9242 2022-06-16 12:32:10,528 - mmdet - INFO - Epoch [32][600/7330] lr: 1.000e-05, eta: 5:06:15, time: 0.478, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1278, s0.acc: 95.2751, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1989, s1.loss_cls: 0.0588, s1.acc: 95.5738, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1027, s2.loss_cls: 0.0291, s2.acc: 95.4724, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0491, loss: 0.9516 2022-06-16 12:32:33,945 - mmdet - INFO - Epoch [32][650/7330] lr: 1.000e-05, eta: 5:05:49, time: 0.468, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1198, s0.acc: 95.5605, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2006, s1.loss_cls: 0.0557, s1.acc: 95.7920, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1035, s2.loss_cls: 0.0277, s2.acc: 95.6550, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0495, loss: 0.9339 2022-06-16 12:32:57,583 - mmdet - INFO - Epoch [32][700/7330] lr: 1.000e-05, eta: 5:05:23, time: 0.473, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1187, s0.acc: 95.6780, s0.loss_bbox: 0.1911, s0.loss_mask: 0.2006, s1.loss_cls: 0.0538, s1.acc: 95.9999, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1019, s2.loss_cls: 0.0274, s2.acc: 95.8597, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0485, loss: 0.9073 2022-06-16 12:33:21,310 - mmdet - INFO - Epoch [32][750/7330] lr: 1.000e-05, eta: 5:04:58, time: 0.475, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1280, s0.acc: 95.4258, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2036, s1.loss_cls: 0.0580, s1.acc: 95.7555, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1036, s2.loss_cls: 0.0293, s2.acc: 95.5129, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0495, loss: 0.9617 2022-06-16 12:33:44,358 - mmdet - INFO - Epoch [32][800/7330] lr: 1.000e-05, eta: 5:04:31, time: 0.461, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1269, s0.acc: 95.3669, s0.loss_bbox: 0.2087, s0.loss_mask: 0.1984, s1.loss_cls: 0.0581, s1.acc: 95.7160, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1015, s2.loss_cls: 0.0286, s2.acc: 95.6660, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0483, loss: 0.9508 2022-06-16 12:34:07,943 - mmdet - INFO - Epoch [32][850/7330] lr: 1.000e-05, eta: 5:04:06, time: 0.471, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1279, s0.acc: 95.3711, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2051, s1.loss_cls: 0.0581, s1.acc: 95.7114, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1050, s2.loss_cls: 0.0290, s2.acc: 95.5745, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0498, loss: 0.9556 2022-06-16 12:34:31,186 - mmdet - INFO - Epoch [32][900/7330] lr: 1.000e-05, eta: 5:03:39, time: 0.461, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1305, s0.acc: 95.2849, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2060, s1.loss_cls: 0.0598, s1.acc: 95.5449, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1060, s2.loss_cls: 0.0302, s2.acc: 95.4114, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0503, loss: 0.9787 2022-06-16 12:34:54,437 - mmdet - INFO - Epoch [32][950/7330] lr: 1.000e-05, eta: 5:03:14, time: 0.469, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1246, s0.acc: 95.4126, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1985, s1.loss_cls: 0.0570, s1.acc: 95.7001, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1025, s2.loss_cls: 0.0286, s2.acc: 95.7084, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0487, loss: 0.9352 2022-06-16 12:35:17,754 - mmdet - INFO - Epoch [32][1000/7330] lr: 1.000e-05, eta: 5:02:48, time: 0.466, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1206, s0.acc: 95.5483, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1989, s1.loss_cls: 0.0557, s1.acc: 95.7722, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1027, s2.loss_cls: 0.0278, s2.acc: 95.6517, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0488, loss: 0.9351 2022-06-16 12:35:41,064 - mmdet - INFO - Epoch [32][1050/7330] lr: 1.000e-05, eta: 5:02:21, time: 0.464, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1276, s0.acc: 95.3984, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2021, s1.loss_cls: 0.0582, s1.acc: 95.6917, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1033, s2.loss_cls: 0.0288, s2.acc: 95.5844, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0488, loss: 0.9557 2022-06-16 12:36:04,589 - mmdet - INFO - Epoch [32][1100/7330] lr: 1.000e-05, eta: 5:01:56, time: 0.473, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1290, s0.acc: 95.2695, s0.loss_bbox: 0.2071, s0.loss_mask: 0.1962, s1.loss_cls: 0.0591, s1.acc: 95.5644, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1008, s2.loss_cls: 0.0294, s2.acc: 95.4016, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0482, loss: 0.9496 2022-06-16 12:36:27,810 - mmdet - INFO - Epoch [32][1150/7330] lr: 1.000e-05, eta: 5:01:30, time: 0.464, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1263, s0.acc: 95.3682, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2018, s1.loss_cls: 0.0572, s1.acc: 95.6823, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1035, s2.loss_cls: 0.0287, s2.acc: 95.5793, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0496, loss: 0.9508 2022-06-16 12:36:51,383 - mmdet - INFO - Epoch [32][1200/7330] lr: 1.000e-05, eta: 5:01:04, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1331, s0.acc: 95.1230, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2007, s1.loss_cls: 0.0604, s1.acc: 95.4738, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1028, s2.loss_cls: 0.0298, s2.acc: 95.4968, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0489, loss: 0.9759 2022-06-16 12:37:14,710 - mmdet - INFO - Epoch [32][1250/7330] lr: 1.000e-05, eta: 5:00:38, time: 0.466, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1273, s0.acc: 95.4375, s0.loss_bbox: 0.2040, s0.loss_mask: 0.1991, s1.loss_cls: 0.0584, s1.acc: 95.7123, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1022, s2.loss_cls: 0.0291, s2.acc: 95.5991, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0487, loss: 0.9462 2022-06-16 12:37:37,631 - mmdet - INFO - Epoch [32][1300/7330] lr: 1.000e-05, eta: 5:00:11, time: 0.458, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1230, s0.acc: 95.5073, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2021, s1.loss_cls: 0.0569, s1.acc: 95.7184, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1038, s2.loss_cls: 0.0288, s2.acc: 95.5166, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0494, loss: 0.9526 2022-06-16 12:38:00,532 - mmdet - INFO - Epoch [32][1350/7330] lr: 1.000e-05, eta: 4:59:45, time: 0.458, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0156, s0.loss_cls: 0.1160, s0.acc: 95.7595, s0.loss_bbox: 0.1901, s0.loss_mask: 0.1954, s1.loss_cls: 0.0531, s1.acc: 96.0767, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1017, s2.loss_cls: 0.0270, s2.acc: 95.8840, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0487, loss: 0.8967 2022-06-16 12:38:24,189 - mmdet - INFO - Epoch [32][1400/7330] lr: 1.000e-05, eta: 4:59:20, time: 0.473, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1221, s0.acc: 95.4990, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2055, s1.loss_cls: 0.0556, s1.acc: 95.8738, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1042, s2.loss_cls: 0.0282, s2.acc: 95.6838, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0495, loss: 0.9473 2022-06-16 12:38:47,350 - mmdet - INFO - Epoch [32][1450/7330] lr: 1.000e-05, eta: 4:58:53, time: 0.459, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1220, s0.acc: 95.4463, s0.loss_bbox: 0.2067, s0.loss_mask: 0.1999, s1.loss_cls: 0.0561, s1.acc: 95.7167, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1014, s2.loss_cls: 0.0278, s2.acc: 95.7324, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0481, loss: 0.9390 2022-06-16 12:39:10,173 - mmdet - INFO - Epoch [32][1500/7330] lr: 1.000e-05, eta: 4:58:27, time: 0.460, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1191, s0.acc: 95.6558, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2004, s1.loss_cls: 0.0550, s1.acc: 95.9326, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1032, s2.loss_cls: 0.0276, s2.acc: 95.8054, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0494, loss: 0.9324 2022-06-16 12:39:33,593 - mmdet - INFO - Epoch [32][1550/7330] lr: 1.000e-05, eta: 4:58:01, time: 0.468, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1275, s0.acc: 95.3127, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2051, s1.loss_cls: 0.0586, s1.acc: 95.6260, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1042, s2.loss_cls: 0.0294, s2.acc: 95.5072, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0492, loss: 0.9644 2022-06-16 12:39:57,133 - mmdet - INFO - Epoch [32][1600/7330] lr: 1.000e-05, eta: 4:57:35, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1261, s0.acc: 95.3931, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2003, s1.loss_cls: 0.0573, s1.acc: 95.7101, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1023, s2.loss_cls: 0.0284, s2.acc: 95.6439, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0489, loss: 0.9504 2022-06-16 12:40:20,803 - mmdet - INFO - Epoch [32][1650/7330] lr: 1.000e-05, eta: 4:57:10, time: 0.473, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1293, s0.acc: 95.2480, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2047, s1.loss_cls: 0.0597, s1.acc: 95.4785, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1041, s2.loss_cls: 0.0296, s2.acc: 95.3830, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0496, loss: 0.9688 2022-06-16 12:40:44,684 - mmdet - INFO - Epoch [32][1700/7330] lr: 1.000e-05, eta: 4:56:44, time: 0.478, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1253, s0.acc: 95.3872, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2059, s1.loss_cls: 0.0583, s1.acc: 95.6261, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1059, s2.loss_cls: 0.0296, s2.acc: 95.4235, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0504, loss: 0.9671 2022-06-16 12:41:08,597 - mmdet - INFO - Epoch [32][1750/7330] lr: 1.000e-05, eta: 4:56:18, time: 0.478, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1219, s0.acc: 95.5020, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2026, s1.loss_cls: 0.0563, s1.acc: 95.7614, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1039, s2.loss_cls: 0.0283, s2.acc: 95.6011, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0495, loss: 0.9481 2022-06-16 12:41:32,482 - mmdet - INFO - Epoch [32][1800/7330] lr: 1.000e-05, eta: 4:55:52, time: 0.478, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1304, s0.acc: 95.2612, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2068, s1.loss_cls: 0.0602, s1.acc: 95.5129, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1048, s2.loss_cls: 0.0295, s2.acc: 95.5114, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0500, loss: 0.9837 2022-06-16 12:41:56,347 - mmdet - INFO - Epoch [32][1850/7330] lr: 1.000e-05, eta: 4:55:26, time: 0.477, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1287, s0.acc: 95.2275, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2002, s1.loss_cls: 0.0594, s1.acc: 95.5428, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1021, s2.loss_cls: 0.0298, s2.acc: 95.4055, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0484, loss: 0.9527 2022-06-16 12:42:20,216 - mmdet - INFO - Epoch [32][1900/7330] lr: 1.000e-05, eta: 4:55:00, time: 0.477, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1187, s0.acc: 95.6287, s0.loss_bbox: 0.1968, s0.loss_mask: 0.1951, s1.loss_cls: 0.0545, s1.acc: 95.8985, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1007, s2.loss_cls: 0.0270, s2.acc: 95.8572, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0483, loss: 0.9120 2022-06-16 12:42:44,011 - mmdet - INFO - Epoch [32][1950/7330] lr: 1.000e-05, eta: 4:54:35, time: 0.475, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1204, s0.acc: 95.6467, s0.loss_bbox: 0.2003, s0.loss_mask: 0.1988, s1.loss_cls: 0.0555, s1.acc: 95.9176, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1024, s2.loss_cls: 0.0280, s2.acc: 95.7896, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0491, loss: 0.9259 2022-06-16 12:43:07,461 - mmdet - INFO - Epoch [32][2000/7330] lr: 1.000e-05, eta: 4:54:09, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1268, s0.acc: 95.3999, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2033, s1.loss_cls: 0.0591, s1.acc: 95.6338, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1036, s2.loss_cls: 0.0297, s2.acc: 95.4558, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0494, loss: 0.9507 2022-06-16 12:43:30,667 - mmdet - INFO - Epoch [32][2050/7330] lr: 1.000e-05, eta: 4:53:43, time: 0.464, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1263, s0.acc: 95.4519, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2006, s1.loss_cls: 0.0578, s1.acc: 95.8287, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1024, s2.loss_cls: 0.0290, s2.acc: 95.6380, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0488, loss: 0.9453 2022-06-16 12:43:54,338 - mmdet - INFO - Epoch [32][2100/7330] lr: 1.000e-05, eta: 4:53:17, time: 0.473, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1254, s0.acc: 95.3699, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2031, s1.loss_cls: 0.0581, s1.acc: 95.6129, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1036, s2.loss_cls: 0.0292, s2.acc: 95.4396, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0491, loss: 0.9528 2022-06-16 12:44:17,599 - mmdet - INFO - Epoch [32][2150/7330] lr: 1.000e-05, eta: 4:52:51, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1255, s0.acc: 95.3369, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2030, s1.loss_cls: 0.0567, s1.acc: 95.6913, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1039, s2.loss_cls: 0.0285, s2.acc: 95.6030, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0493, loss: 0.9491 2022-06-16 12:44:40,808 - mmdet - INFO - Epoch [32][2200/7330] lr: 1.000e-05, eta: 4:52:25, time: 0.464, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1267, s0.acc: 95.3083, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2040, s1.loss_cls: 0.0586, s1.acc: 95.5884, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1050, s2.loss_cls: 0.0296, s2.acc: 95.3598, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0504, loss: 0.9689 2022-06-16 12:45:03,601 - mmdet - INFO - Epoch [32][2250/7330] lr: 1.000e-05, eta: 4:51:59, time: 0.456, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1116, s0.acc: 95.8884, s0.loss_bbox: 0.1928, s0.loss_mask: 0.1934, s1.loss_cls: 0.0511, s1.acc: 96.1465, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1003, s2.loss_cls: 0.0257, s2.acc: 96.0980, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0479, loss: 0.8899 2022-06-16 12:45:26,366 - mmdet - INFO - Epoch [32][2300/7330] lr: 1.000e-05, eta: 4:51:33, time: 0.455, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1218, s0.acc: 95.4702, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2028, s1.loss_cls: 0.0557, s1.acc: 95.8452, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1041, s2.loss_cls: 0.0280, s2.acc: 95.6856, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0494, loss: 0.9427 2022-06-16 12:45:49,195 - mmdet - INFO - Epoch [32][2350/7330] lr: 1.000e-05, eta: 4:51:06, time: 0.456, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1267, s0.acc: 95.4343, s0.loss_bbox: 0.2011, s0.loss_mask: 0.1956, s1.loss_cls: 0.0580, s1.acc: 95.6990, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1007, s2.loss_cls: 0.0289, s2.acc: 95.5765, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0481, loss: 0.9361 2022-06-16 12:46:12,011 - mmdet - INFO - Epoch [32][2400/7330] lr: 1.000e-05, eta: 4:50:40, time: 0.457, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0156, s0.loss_cls: 0.1148, s0.acc: 95.7937, s0.loss_bbox: 0.1958, s0.loss_mask: 0.1946, s1.loss_cls: 0.0532, s1.acc: 96.0233, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1012, s2.loss_cls: 0.0271, s2.acc: 95.8916, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0487, loss: 0.9031 2022-06-16 12:46:35,070 - mmdet - INFO - Epoch [32][2450/7330] lr: 1.000e-05, eta: 4:50:14, time: 0.461, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1171, s0.acc: 95.6667, s0.loss_bbox: 0.1958, s0.loss_mask: 0.1934, s1.loss_cls: 0.0544, s1.acc: 95.9234, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1002, s2.loss_cls: 0.0273, s2.acc: 95.8407, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0481, loss: 0.9063 2022-06-16 12:46:58,269 - mmdet - INFO - Epoch [32][2500/7330] lr: 1.000e-05, eta: 4:49:48, time: 0.464, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1232, s0.acc: 95.3975, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2020, s1.loss_cls: 0.0566, s1.acc: 95.6663, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1040, s2.loss_cls: 0.0286, s2.acc: 95.5846, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0497, loss: 0.9413 2022-06-16 12:47:21,148 - mmdet - INFO - Epoch [32][2550/7330] lr: 1.000e-05, eta: 4:49:22, time: 0.457, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1234, s0.acc: 95.5166, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2051, s1.loss_cls: 0.0560, s1.acc: 95.8151, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1050, s2.loss_cls: 0.0275, s2.acc: 95.7890, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0499, loss: 0.9463 2022-06-16 12:47:44,778 - mmdet - INFO - Epoch [32][2600/7330] lr: 1.000e-05, eta: 4:48:57, time: 0.473, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1362, s0.acc: 95.0557, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2080, s1.loss_cls: 0.0617, s1.acc: 95.3792, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1063, s2.loss_cls: 0.0308, s2.acc: 95.2716, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0505, loss: 0.9910 2022-06-16 12:48:07,735 - mmdet - INFO - Epoch [32][2650/7330] lr: 1.000e-05, eta: 4:48:30, time: 0.459, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1210, s0.acc: 95.5984, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2022, s1.loss_cls: 0.0558, s1.acc: 95.8653, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1026, s2.loss_cls: 0.0279, s2.acc: 95.7953, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0487, loss: 0.9279 2022-06-16 12:48:30,503 - mmdet - INFO - Epoch [32][2700/7330] lr: 1.000e-05, eta: 4:48:04, time: 0.455, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1186, s0.acc: 95.6741, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2006, s1.loss_cls: 0.0540, s1.acc: 96.0199, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1024, s2.loss_cls: 0.0272, s2.acc: 95.8835, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0490, loss: 0.9289 2022-06-16 12:48:53,845 - mmdet - INFO - Epoch [32][2750/7330] lr: 1.000e-05, eta: 4:47:38, time: 0.467, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1232, s0.acc: 95.5066, s0.loss_bbox: 0.2015, s0.loss_mask: 0.1983, s1.loss_cls: 0.0564, s1.acc: 95.7924, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1012, s2.loss_cls: 0.0283, s2.acc: 95.6192, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0481, loss: 0.9288 2022-06-16 12:49:17,586 - mmdet - INFO - Epoch [32][2800/7330] lr: 1.000e-05, eta: 4:47:13, time: 0.475, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1292, s0.acc: 95.3301, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2002, s1.loss_cls: 0.0586, s1.acc: 95.6775, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1028, s2.loss_cls: 0.0291, s2.acc: 95.7021, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0493, loss: 0.9553 2022-06-16 12:49:41,297 - mmdet - INFO - Epoch [32][2850/7330] lr: 1.000e-05, eta: 4:46:47, time: 0.474, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1191, s0.acc: 95.6902, s0.loss_bbox: 0.1948, s0.loss_mask: 0.1947, s1.loss_cls: 0.0539, s1.acc: 96.0371, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1001, s2.loss_cls: 0.0276, s2.acc: 95.8592, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0476, loss: 0.9058 2022-06-16 12:50:05,582 - mmdet - INFO - Epoch [32][2900/7330] lr: 1.000e-05, eta: 4:46:21, time: 0.485, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1269, s0.acc: 95.3140, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2041, s1.loss_cls: 0.0587, s1.acc: 95.6079, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1039, s2.loss_cls: 0.0294, s2.acc: 95.4255, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0496, loss: 0.9682 2022-06-16 12:50:28,652 - mmdet - INFO - Epoch [32][2950/7330] lr: 1.000e-05, eta: 4:45:55, time: 0.462, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1315, s0.acc: 95.1819, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2075, s1.loss_cls: 0.0608, s1.acc: 95.4583, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1059, s2.loss_cls: 0.0302, s2.acc: 95.3309, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0507, loss: 0.9771 2022-06-16 12:50:51,962 - mmdet - INFO - Epoch [32][3000/7330] lr: 1.000e-05, eta: 4:45:29, time: 0.466, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1239, s0.acc: 95.5151, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2029, s1.loss_cls: 0.0561, s1.acc: 95.8736, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1051, s2.loss_cls: 0.0283, s2.acc: 95.7241, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0502, loss: 0.9478 2022-06-16 12:51:15,001 - mmdet - INFO - Epoch [32][3050/7330] lr: 1.000e-05, eta: 4:45:03, time: 0.461, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1209, s0.acc: 95.5991, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2034, s1.loss_cls: 0.0557, s1.acc: 95.9099, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1042, s2.loss_cls: 0.0276, s2.acc: 95.8189, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0496, loss: 0.9352 2022-06-16 12:51:38,856 - mmdet - INFO - Epoch [32][3100/7330] lr: 1.000e-05, eta: 4:44:37, time: 0.477, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1260, s0.acc: 95.3147, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2033, s1.loss_cls: 0.0573, s1.acc: 95.6776, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1049, s2.loss_cls: 0.0291, s2.acc: 95.5240, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0500, loss: 0.9712 2022-06-16 12:52:03,129 - mmdet - INFO - Epoch [32][3150/7330] lr: 1.000e-05, eta: 4:44:12, time: 0.485, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1235, s0.acc: 95.4700, s0.loss_bbox: 0.2061, s0.loss_mask: 0.1985, s1.loss_cls: 0.0573, s1.acc: 95.7175, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1017, s2.loss_cls: 0.0286, s2.acc: 95.5767, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0484, loss: 0.9385 2022-06-16 12:52:27,491 - mmdet - INFO - Epoch [32][3200/7330] lr: 1.000e-05, eta: 4:43:46, time: 0.487, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1331, s0.acc: 95.0947, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2106, s1.loss_cls: 0.0634, s1.acc: 95.2893, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1078, s2.loss_cls: 0.0314, s2.acc: 95.2368, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 0.9975 2022-06-16 12:52:51,448 - mmdet - INFO - Epoch [32][3250/7330] lr: 1.000e-05, eta: 4:43:20, time: 0.479, data_time: 0.013, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1169, s0.acc: 95.6541, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2000, s1.loss_cls: 0.0538, s1.acc: 95.8842, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1033, s2.loss_cls: 0.0267, s2.acc: 95.9399, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0492, loss: 0.9114 2022-06-16 12:53:15,202 - mmdet - INFO - Epoch [32][3300/7330] lr: 1.000e-05, eta: 4:42:54, time: 0.475, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1236, s0.acc: 95.5737, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2028, s1.loss_cls: 0.0569, s1.acc: 95.7754, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1037, s2.loss_cls: 0.0286, s2.acc: 95.6120, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0494, loss: 0.9415 2022-06-16 12:53:38,709 - mmdet - INFO - Epoch [32][3350/7330] lr: 1.000e-05, eta: 4:42:28, time: 0.470, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1230, s0.acc: 95.4509, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2015, s1.loss_cls: 0.0570, s1.acc: 95.7240, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1030, s2.loss_cls: 0.0285, s2.acc: 95.6363, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0490, loss: 0.9516 2022-06-16 12:54:01,907 - mmdet - INFO - Epoch [32][3400/7330] lr: 1.000e-05, eta: 4:42:02, time: 0.464, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1237, s0.acc: 95.4233, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2060, s1.loss_cls: 0.0571, s1.acc: 95.7870, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1067, s2.loss_cls: 0.0290, s2.acc: 95.6385, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 0.9620 2022-06-16 12:54:25,183 - mmdet - INFO - Epoch [32][3450/7330] lr: 1.000e-05, eta: 4:41:37, time: 0.466, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1302, s0.acc: 95.2417, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2002, s1.loss_cls: 0.0602, s1.acc: 95.5121, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1030, s2.loss_cls: 0.0297, s2.acc: 95.4879, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0487, loss: 0.9628 2022-06-16 12:54:47,975 - mmdet - INFO - Epoch [32][3500/7330] lr: 1.000e-05, eta: 4:41:11, time: 0.456, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1280, s0.acc: 95.3792, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2035, s1.loss_cls: 0.0595, s1.acc: 95.6025, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1043, s2.loss_cls: 0.0297, s2.acc: 95.4331, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0492, loss: 0.9609 2022-06-16 12:55:10,407 - mmdet - INFO - Epoch [32][3550/7330] lr: 1.000e-05, eta: 4:40:44, time: 0.448, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1207, s0.acc: 95.5251, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1966, s1.loss_cls: 0.0554, s1.acc: 95.7796, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1009, s2.loss_cls: 0.0283, s2.acc: 95.5713, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0483, loss: 0.9313 2022-06-16 12:55:33,338 - mmdet - INFO - Epoch [32][3600/7330] lr: 1.000e-05, eta: 4:40:18, time: 0.459, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1248, s0.acc: 95.4946, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2027, s1.loss_cls: 0.0573, s1.acc: 95.8453, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1036, s2.loss_cls: 0.0282, s2.acc: 95.8483, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0493, loss: 0.9379 2022-06-16 12:55:56,773 - mmdet - INFO - Epoch [32][3650/7330] lr: 1.000e-05, eta: 4:39:53, time: 0.469, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1267, s0.acc: 95.3684, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1993, s1.loss_cls: 0.0584, s1.acc: 95.6654, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1018, s2.loss_cls: 0.0294, s2.acc: 95.5225, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0485, loss: 0.9511 2022-06-16 12:56:19,837 - mmdet - INFO - Epoch [32][3700/7330] lr: 1.000e-05, eta: 4:39:27, time: 0.461, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1222, s0.acc: 95.5229, s0.loss_bbox: 0.1990, s0.loss_mask: 0.1976, s1.loss_cls: 0.0566, s1.acc: 95.7653, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1010, s2.loss_cls: 0.0281, s2.acc: 95.6221, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0478, loss: 0.9234 2022-06-16 12:56:42,897 - mmdet - INFO - Epoch [32][3750/7330] lr: 1.000e-05, eta: 4:39:01, time: 0.461, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1204, s0.acc: 95.5576, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2044, s1.loss_cls: 0.0551, s1.acc: 95.8719, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1049, s2.loss_cls: 0.0279, s2.acc: 95.6701, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0499, loss: 0.9379 2022-06-16 12:57:06,053 - mmdet - INFO - Epoch [32][3800/7330] lr: 1.000e-05, eta: 4:38:35, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1181, s0.acc: 95.6658, s0.loss_bbox: 0.1935, s0.loss_mask: 0.1976, s1.loss_cls: 0.0549, s1.acc: 95.9212, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1016, s2.loss_cls: 0.0276, s2.acc: 95.8448, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0483, loss: 0.9095 2022-06-16 12:57:29,306 - mmdet - INFO - Epoch [32][3850/7330] lr: 1.000e-05, eta: 4:38:09, time: 0.465, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1189, s0.acc: 95.6914, s0.loss_bbox: 0.1907, s0.loss_mask: 0.1985, s1.loss_cls: 0.0544, s1.acc: 95.9744, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1024, s2.loss_cls: 0.0270, s2.acc: 96.0011, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0490, loss: 0.9056 2022-06-16 12:57:52,914 - mmdet - INFO - Epoch [32][3900/7330] lr: 1.000e-05, eta: 4:37:43, time: 0.472, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1289, s0.acc: 95.2036, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2047, s1.loss_cls: 0.0586, s1.acc: 95.5816, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1041, s2.loss_cls: 0.0297, s2.acc: 95.4405, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0495, loss: 0.9745 2022-06-16 12:58:16,128 - mmdet - INFO - Epoch [32][3950/7330] lr: 1.000e-05, eta: 4:37:17, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1155, s0.acc: 95.6956, s0.loss_bbox: 0.1984, s0.loss_mask: 0.1974, s1.loss_cls: 0.0529, s1.acc: 96.0105, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1013, s2.loss_cls: 0.0265, s2.acc: 95.8811, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0481, loss: 0.9130 2022-06-16 12:58:39,190 - mmdet - INFO - Epoch [32][4000/7330] lr: 1.000e-05, eta: 4:36:51, time: 0.461, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1265, s0.acc: 95.3833, s0.loss_bbox: 0.2049, s0.loss_mask: 0.1993, s1.loss_cls: 0.0579, s1.acc: 95.7609, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1026, s2.loss_cls: 0.0285, s2.acc: 95.7486, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0488, loss: 0.9442 2022-06-16 12:59:02,608 - mmdet - INFO - Epoch [32][4050/7330] lr: 1.000e-05, eta: 4:36:25, time: 0.468, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1272, s0.acc: 95.2678, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2031, s1.loss_cls: 0.0590, s1.acc: 95.4609, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1048, s2.loss_cls: 0.0292, s2.acc: 95.4330, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0496, loss: 0.9567 2022-06-16 12:59:25,912 - mmdet - INFO - Epoch [32][4100/7330] lr: 1.000e-05, eta: 4:35:59, time: 0.466, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1235, s0.acc: 95.5308, s0.loss_bbox: 0.1990, s0.loss_mask: 0.1960, s1.loss_cls: 0.0567, s1.acc: 95.7403, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1008, s2.loss_cls: 0.0285, s2.acc: 95.6475, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0479, loss: 0.9214 2022-06-16 12:59:49,447 - mmdet - INFO - Epoch [32][4150/7330] lr: 1.000e-05, eta: 4:35:33, time: 0.471, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1315, s0.acc: 95.2456, s0.loss_bbox: 0.2106, s0.loss_mask: 0.1983, s1.loss_cls: 0.0604, s1.acc: 95.4983, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1022, s2.loss_cls: 0.0300, s2.acc: 95.4032, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0491, loss: 0.9664 2022-06-16 13:00:13,255 - mmdet - INFO - Epoch [32][4200/7330] lr: 1.000e-05, eta: 4:35:08, time: 0.475, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1254, s0.acc: 95.3958, s0.loss_bbox: 0.2073, s0.loss_mask: 0.1999, s1.loss_cls: 0.0570, s1.acc: 95.7581, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1027, s2.loss_cls: 0.0286, s2.acc: 95.6072, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0487, loss: 0.9485 2022-06-16 13:00:36,978 - mmdet - INFO - Epoch [32][4250/7330] lr: 1.000e-05, eta: 4:34:42, time: 0.475, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1247, s0.acc: 95.4426, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2063, s1.loss_cls: 0.0575, s1.acc: 95.6173, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1059, s2.loss_cls: 0.0287, s2.acc: 95.5156, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0506, loss: 0.9617 2022-06-16 13:01:00,749 - mmdet - INFO - Epoch [32][4300/7330] lr: 1.000e-05, eta: 4:34:16, time: 0.475, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1229, s0.acc: 95.4939, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2044, s1.loss_cls: 0.0564, s1.acc: 95.8071, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1047, s2.loss_cls: 0.0280, s2.acc: 95.7187, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0498, loss: 0.9395 2022-06-16 13:01:24,785 - mmdet - INFO - Epoch [32][4350/7330] lr: 1.000e-05, eta: 4:33:50, time: 0.481, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1313, s0.acc: 95.1978, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2083, s1.loss_cls: 0.0605, s1.acc: 95.4904, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1063, s2.loss_cls: 0.0298, s2.acc: 95.3890, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 0.9787 2022-06-16 13:01:48,516 - mmdet - INFO - Epoch [32][4400/7330] lr: 1.000e-05, eta: 4:33:24, time: 0.475, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1210, s0.acc: 95.5640, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1962, s1.loss_cls: 0.0554, s1.acc: 95.8631, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1013, s2.loss_cls: 0.0276, s2.acc: 95.7856, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0482, loss: 0.9229 2022-06-16 13:02:12,418 - mmdet - INFO - Epoch [32][4450/7330] lr: 1.000e-05, eta: 4:32:59, time: 0.478, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1261, s0.acc: 95.4607, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2054, s1.loss_cls: 0.0572, s1.acc: 95.7907, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1050, s2.loss_cls: 0.0289, s2.acc: 95.6946, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0499, loss: 0.9562 2022-06-16 13:02:36,316 - mmdet - INFO - Epoch [32][4500/7330] lr: 1.000e-05, eta: 4:32:33, time: 0.477, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1187, s0.acc: 95.6167, s0.loss_bbox: 0.1992, s0.loss_mask: 0.1980, s1.loss_cls: 0.0547, s1.acc: 95.8467, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1028, s2.loss_cls: 0.0276, s2.acc: 95.6902, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0493, loss: 0.9221 2022-06-16 13:03:00,123 - mmdet - INFO - Epoch [32][4550/7330] lr: 1.000e-05, eta: 4:32:07, time: 0.477, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1235, s0.acc: 95.4910, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2038, s1.loss_cls: 0.0577, s1.acc: 95.7288, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1051, s2.loss_cls: 0.0290, s2.acc: 95.5877, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0500, loss: 0.9435 2022-06-16 13:03:24,133 - mmdet - INFO - Epoch [32][4600/7330] lr: 1.000e-05, eta: 4:31:41, time: 0.480, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1203, s0.acc: 95.5791, s0.loss_bbox: 0.2011, s0.loss_mask: 0.1994, s1.loss_cls: 0.0555, s1.acc: 95.8395, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1015, s2.loss_cls: 0.0273, s2.acc: 95.8499, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0484, loss: 0.9245 2022-06-16 13:03:47,866 - mmdet - INFO - Epoch [32][4650/7330] lr: 1.000e-05, eta: 4:31:16, time: 0.475, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1239, s0.acc: 95.3335, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2075, s1.loss_cls: 0.0566, s1.acc: 95.6613, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1056, s2.loss_cls: 0.0283, s2.acc: 95.5523, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0502, loss: 0.9649 2022-06-16 13:04:11,111 - mmdet - INFO - Epoch [32][4700/7330] lr: 1.000e-05, eta: 4:30:50, time: 0.465, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1248, s0.acc: 95.5039, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2017, s1.loss_cls: 0.0567, s1.acc: 95.8018, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1037, s2.loss_cls: 0.0283, s2.acc: 95.7714, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0496, loss: 0.9387 2022-06-16 13:04:34,978 - mmdet - INFO - Epoch [32][4750/7330] lr: 1.000e-05, eta: 4:30:24, time: 0.477, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1304, s0.acc: 95.1631, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2095, s1.loss_cls: 0.0595, s1.acc: 95.5710, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1058, s2.loss_cls: 0.0298, s2.acc: 95.4118, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0500, loss: 0.9768 2022-06-16 13:04:58,864 - mmdet - INFO - Epoch [32][4800/7330] lr: 1.000e-05, eta: 4:29:58, time: 0.478, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1286, s0.acc: 95.3433, s0.loss_bbox: 0.2055, s0.loss_mask: 0.1995, s1.loss_cls: 0.0595, s1.acc: 95.6589, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1037, s2.loss_cls: 0.0296, s2.acc: 95.5616, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0495, loss: 0.9564 2022-06-16 13:05:22,327 - mmdet - INFO - Epoch [32][4850/7330] lr: 1.000e-05, eta: 4:29:32, time: 0.469, data_time: 0.013, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1240, s0.acc: 95.3398, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2040, s1.loss_cls: 0.0564, s1.acc: 95.6732, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1047, s2.loss_cls: 0.0287, s2.acc: 95.4728, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0499, loss: 0.9639 2022-06-16 13:05:45,903 - mmdet - INFO - Epoch [32][4900/7330] lr: 1.000e-05, eta: 4:29:07, time: 0.469, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1173, s0.acc: 95.6987, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2027, s1.loss_cls: 0.0539, s1.acc: 95.9793, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1035, s2.loss_cls: 0.0268, s2.acc: 95.9155, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0493, loss: 0.9290 2022-06-16 13:06:09,583 - mmdet - INFO - Epoch [32][4950/7330] lr: 1.000e-05, eta: 4:28:41, time: 0.476, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1180, s0.acc: 95.6758, s0.loss_bbox: 0.1951, s0.loss_mask: 0.2003, s1.loss_cls: 0.0541, s1.acc: 95.9414, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1028, s2.loss_cls: 0.0268, s2.acc: 95.9001, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0494, loss: 0.9149 2022-06-16 13:06:33,092 - mmdet - INFO - Epoch [32][5000/7330] lr: 1.000e-05, eta: 4:28:15, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1203, s0.acc: 95.5679, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2005, s1.loss_cls: 0.0554, s1.acc: 95.8656, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1031, s2.loss_cls: 0.0277, s2.acc: 95.7798, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0491, loss: 0.9247 2022-06-16 13:06:57,291 - mmdet - INFO - Epoch [32][5050/7330] lr: 1.000e-05, eta: 4:27:49, time: 0.484, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1324, s0.acc: 95.0955, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2064, s1.loss_cls: 0.0615, s1.acc: 95.3628, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1048, s2.loss_cls: 0.0304, s2.acc: 95.3342, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0498, loss: 0.9906 2022-06-16 13:07:20,287 - mmdet - INFO - Epoch [32][5100/7330] lr: 1.000e-05, eta: 4:27:23, time: 0.460, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1281, s0.acc: 95.2083, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2051, s1.loss_cls: 0.0581, s1.acc: 95.5844, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1048, s2.loss_cls: 0.0291, s2.acc: 95.5993, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0498, loss: 0.9710 2022-06-16 13:07:44,021 - mmdet - INFO - Epoch [32][5150/7330] lr: 1.000e-05, eta: 4:26:58, time: 0.474, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1244, s0.acc: 95.3730, s0.loss_bbox: 0.2051, s0.loss_mask: 0.1993, s1.loss_cls: 0.0572, s1.acc: 95.6802, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1024, s2.loss_cls: 0.0285, s2.acc: 95.6052, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0487, loss: 0.9427 2022-06-16 13:08:08,347 - mmdet - INFO - Epoch [32][5200/7330] lr: 1.000e-05, eta: 4:26:32, time: 0.487, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1271, s0.acc: 95.3655, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2023, s1.loss_cls: 0.0586, s1.acc: 95.6228, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1040, s2.loss_cls: 0.0294, s2.acc: 95.5614, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0499, loss: 0.9510 2022-06-16 13:08:32,275 - mmdet - INFO - Epoch [32][5250/7330] lr: 1.000e-05, eta: 4:26:06, time: 0.476, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1313, s0.acc: 95.1602, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2048, s1.loss_cls: 0.0605, s1.acc: 95.4805, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1046, s2.loss_cls: 0.0301, s2.acc: 95.4435, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0493, loss: 0.9707 2022-06-16 13:08:56,241 - mmdet - INFO - Epoch [32][5300/7330] lr: 1.000e-05, eta: 4:25:40, time: 0.482, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1204, s0.acc: 95.5417, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2017, s1.loss_cls: 0.0562, s1.acc: 95.7817, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1033, s2.loss_cls: 0.0280, s2.acc: 95.6559, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0494, loss: 0.9300 2022-06-16 13:09:20,431 - mmdet - INFO - Epoch [32][5350/7330] lr: 1.000e-05, eta: 4:25:15, time: 0.484, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1287, s0.acc: 95.2849, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2078, s1.loss_cls: 0.0589, s1.acc: 95.5505, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1065, s2.loss_cls: 0.0293, s2.acc: 95.4511, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0506, loss: 0.9673 2022-06-16 13:09:44,573 - mmdet - INFO - Epoch [32][5400/7330] lr: 1.000e-05, eta: 4:24:49, time: 0.480, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1225, s0.acc: 95.5144, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2010, s1.loss_cls: 0.0562, s1.acc: 95.7769, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1033, s2.loss_cls: 0.0282, s2.acc: 95.6924, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0489, loss: 0.9423 2022-06-16 13:10:08,207 - mmdet - INFO - Epoch [32][5450/7330] lr: 1.000e-05, eta: 4:24:23, time: 0.476, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1219, s0.acc: 95.4614, s0.loss_bbox: 0.2006, s0.loss_mask: 0.2004, s1.loss_cls: 0.0560, s1.acc: 95.7706, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1028, s2.loss_cls: 0.0279, s2.acc: 95.6534, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0491, loss: 0.9319 2022-06-16 13:10:31,824 - mmdet - INFO - Epoch [32][5500/7330] lr: 1.000e-05, eta: 4:23:57, time: 0.472, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1242, s0.acc: 95.5198, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2044, s1.loss_cls: 0.0566, s1.acc: 95.8306, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1046, s2.loss_cls: 0.0283, s2.acc: 95.6957, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0501, loss: 0.9456 2022-06-16 13:10:55,920 - mmdet - INFO - Epoch [32][5550/7330] lr: 1.000e-05, eta: 4:23:32, time: 0.482, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1216, s0.acc: 95.4263, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1962, s1.loss_cls: 0.0568, s1.acc: 95.7017, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1014, s2.loss_cls: 0.0287, s2.acc: 95.5847, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0481, loss: 0.9229 2022-06-16 13:11:20,274 - mmdet - INFO - Epoch [32][5600/7330] lr: 1.000e-05, eta: 4:23:06, time: 0.487, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1277, s0.acc: 95.3176, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2007, s1.loss_cls: 0.0593, s1.acc: 95.5415, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1034, s2.loss_cls: 0.0297, s2.acc: 95.4222, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0490, loss: 0.9613 2022-06-16 13:11:45,058 - mmdet - INFO - Epoch [32][5650/7330] lr: 1.000e-05, eta: 4:22:41, time: 0.494, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1210, s0.acc: 95.5640, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2019, s1.loss_cls: 0.0558, s1.acc: 95.8216, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1041, s2.loss_cls: 0.0282, s2.acc: 95.6529, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0498, loss: 0.9369 2022-06-16 13:12:09,287 - mmdet - INFO - Epoch [32][5700/7330] lr: 1.000e-05, eta: 4:22:15, time: 0.486, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1254, s0.acc: 95.3513, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2019, s1.loss_cls: 0.0576, s1.acc: 95.6599, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1036, s2.loss_cls: 0.0291, s2.acc: 95.5069, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0490, loss: 0.9454 2022-06-16 13:12:33,180 - mmdet - INFO - Epoch [32][5750/7330] lr: 1.000e-05, eta: 4:21:49, time: 0.478, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1254, s0.acc: 95.3577, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1980, s1.loss_cls: 0.0574, s1.acc: 95.6260, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1017, s2.loss_cls: 0.0283, s2.acc: 95.6658, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0485, loss: 0.9385 2022-06-16 13:12:56,783 - mmdet - INFO - Epoch [32][5800/7330] lr: 1.000e-05, eta: 4:21:23, time: 0.472, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1170, s0.acc: 95.7908, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2024, s1.loss_cls: 0.0533, s1.acc: 96.1255, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1042, s2.loss_cls: 0.0265, s2.acc: 95.9977, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0493, loss: 0.9208 2022-06-16 13:13:21,151 - mmdet - INFO - Epoch [32][5850/7330] lr: 1.000e-05, eta: 4:20:58, time: 0.487, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1246, s0.acc: 95.4712, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2034, s1.loss_cls: 0.0577, s1.acc: 95.7949, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1042, s2.loss_cls: 0.0291, s2.acc: 95.6614, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0495, loss: 0.9456 2022-06-16 13:13:45,243 - mmdet - INFO - Epoch [32][5900/7330] lr: 1.000e-05, eta: 4:20:32, time: 0.482, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1221, s0.acc: 95.4905, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2023, s1.loss_cls: 0.0567, s1.acc: 95.6636, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1044, s2.loss_cls: 0.0287, s2.acc: 95.5572, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0498, loss: 0.9422 2022-06-16 13:14:09,026 - mmdet - INFO - Epoch [32][5950/7330] lr: 1.000e-05, eta: 4:20:06, time: 0.475, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1286, s0.acc: 95.2727, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2010, s1.loss_cls: 0.0587, s1.acc: 95.6075, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1032, s2.loss_cls: 0.0293, s2.acc: 95.5774, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0491, loss: 0.9533 2022-06-16 13:14:32,930 - mmdet - INFO - Epoch [32][6000/7330] lr: 1.000e-05, eta: 4:19:41, time: 0.478, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1264, s0.acc: 95.3123, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2014, s1.loss_cls: 0.0587, s1.acc: 95.5956, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1037, s2.loss_cls: 0.0293, s2.acc: 95.4581, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0491, loss: 0.9556 2022-06-16 13:14:56,259 - mmdet - INFO - Epoch [32][6050/7330] lr: 1.000e-05, eta: 4:19:15, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1175, s0.acc: 95.6360, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1983, s1.loss_cls: 0.0538, s1.acc: 95.8554, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1026, s2.loss_cls: 0.0274, s2.acc: 95.7536, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0489, loss: 0.9243 2022-06-16 13:15:19,768 - mmdet - INFO - Epoch [32][6100/7330] lr: 1.000e-05, eta: 4:18:49, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1275, s0.acc: 95.3215, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2078, s1.loss_cls: 0.0581, s1.acc: 95.5685, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1056, s2.loss_cls: 0.0292, s2.acc: 95.4302, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0502, loss: 0.9761 2022-06-16 13:15:43,121 - mmdet - INFO - Epoch [32][6150/7330] lr: 1.000e-05, eta: 4:18:23, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1307, s0.acc: 95.1899, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2063, s1.loss_cls: 0.0602, s1.acc: 95.4587, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1064, s2.loss_cls: 0.0299, s2.acc: 95.3508, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0506, loss: 0.9935 2022-06-16 13:16:05,909 - mmdet - INFO - Epoch [32][6200/7330] lr: 1.000e-05, eta: 4:17:57, time: 0.455, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1232, s0.acc: 95.5266, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2045, s1.loss_cls: 0.0560, s1.acc: 95.8734, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1049, s2.loss_cls: 0.0281, s2.acc: 95.8165, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0502, loss: 0.9482 2022-06-16 13:16:28,984 - mmdet - INFO - Epoch [32][6250/7330] lr: 1.000e-05, eta: 4:17:31, time: 0.461, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1212, s0.acc: 95.6672, s0.loss_bbox: 0.1944, s0.loss_mask: 0.1964, s1.loss_cls: 0.0557, s1.acc: 95.8771, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1016, s2.loss_cls: 0.0284, s2.acc: 95.7051, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0483, loss: 0.9131 2022-06-16 13:16:52,896 - mmdet - INFO - Epoch [32][6300/7330] lr: 1.000e-05, eta: 4:17:06, time: 0.479, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1269, s0.acc: 95.2830, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2038, s1.loss_cls: 0.0589, s1.acc: 95.5184, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1039, s2.loss_cls: 0.0295, s2.acc: 95.4195, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 0.9664 2022-06-16 13:17:15,986 - mmdet - INFO - Epoch [32][6350/7330] lr: 1.000e-05, eta: 4:16:40, time: 0.462, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1249, s0.acc: 95.4475, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1992, s1.loss_cls: 0.0567, s1.acc: 95.7950, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1019, s2.loss_cls: 0.0287, s2.acc: 95.5289, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0486, loss: 0.9455 2022-06-16 13:17:39,183 - mmdet - INFO - Epoch [32][6400/7330] lr: 1.000e-05, eta: 4:16:14, time: 0.464, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1221, s0.acc: 95.5115, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2030, s1.loss_cls: 0.0560, s1.acc: 95.8380, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1039, s2.loss_cls: 0.0285, s2.acc: 95.6188, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0494, loss: 0.9437 2022-06-16 13:18:03,183 - mmdet - INFO - Epoch [32][6450/7330] lr: 1.000e-05, eta: 4:15:48, time: 0.478, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1384, s0.acc: 94.9485, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2073, s1.loss_cls: 0.0643, s1.acc: 95.1788, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1053, s2.loss_cls: 0.0323, s2.acc: 95.0570, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0504, loss: 1.0182 2022-06-16 13:18:26,294 - mmdet - INFO - Epoch [32][6500/7330] lr: 1.000e-05, eta: 4:15:22, time: 0.464, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1229, s0.acc: 95.4893, s0.loss_bbox: 0.2054, s0.loss_mask: 0.1997, s1.loss_cls: 0.0564, s1.acc: 95.7677, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1028, s2.loss_cls: 0.0282, s2.acc: 95.6374, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0492, loss: 0.9397 2022-06-16 13:18:49,374 - mmdet - INFO - Epoch [32][6550/7330] lr: 1.000e-05, eta: 4:14:56, time: 0.462, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1259, s0.acc: 95.4424, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2050, s1.loss_cls: 0.0583, s1.acc: 95.7455, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1041, s2.loss_cls: 0.0291, s2.acc: 95.5699, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0494, loss: 0.9533 2022-06-16 13:19:13,063 - mmdet - INFO - Epoch [32][6600/7330] lr: 1.000e-05, eta: 4:14:31, time: 0.474, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1271, s0.acc: 95.3279, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2003, s1.loss_cls: 0.0575, s1.acc: 95.6291, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1031, s2.loss_cls: 0.0290, s2.acc: 95.5000, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0495, loss: 0.9550 2022-06-16 13:19:36,241 - mmdet - INFO - Epoch [32][6650/7330] lr: 1.000e-05, eta: 4:14:05, time: 0.464, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1309, s0.acc: 95.2419, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2072, s1.loss_cls: 0.0602, s1.acc: 95.5495, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1059, s2.loss_cls: 0.0302, s2.acc: 95.3522, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0506, loss: 0.9745 2022-06-16 13:19:59,428 - mmdet - INFO - Epoch [32][6700/7330] lr: 1.000e-05, eta: 4:13:39, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1269, s0.acc: 95.3721, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1975, s1.loss_cls: 0.0591, s1.acc: 95.6454, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1004, s2.loss_cls: 0.0291, s2.acc: 95.5988, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0479, loss: 0.9395 2022-06-16 13:20:22,531 - mmdet - INFO - Epoch [32][6750/7330] lr: 1.000e-05, eta: 4:13:13, time: 0.462, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1191, s0.acc: 95.6743, s0.loss_bbox: 0.1961, s0.loss_mask: 0.1997, s1.loss_cls: 0.0559, s1.acc: 95.8552, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1019, s2.loss_cls: 0.0277, s2.acc: 95.8061, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0486, loss: 0.9176 2022-06-16 13:20:45,685 - mmdet - INFO - Epoch [32][6800/7330] lr: 1.000e-05, eta: 4:12:47, time: 0.463, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1208, s0.acc: 95.5547, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2024, s1.loss_cls: 0.0548, s1.acc: 95.9202, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1040, s2.loss_cls: 0.0280, s2.acc: 95.7040, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0497, loss: 0.9408 2022-06-16 13:21:08,685 - mmdet - INFO - Epoch [32][6850/7330] lr: 1.000e-05, eta: 4:12:21, time: 0.460, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1195, s0.acc: 95.6274, s0.loss_bbox: 0.1970, s0.loss_mask: 0.1981, s1.loss_cls: 0.0548, s1.acc: 95.8914, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1017, s2.loss_cls: 0.0276, s2.acc: 95.7671, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0485, loss: 0.9190 2022-06-16 13:21:32,048 - mmdet - INFO - Epoch [32][6900/7330] lr: 1.000e-05, eta: 4:11:56, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1227, s0.acc: 95.4121, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1981, s1.loss_cls: 0.0560, s1.acc: 95.7026, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1015, s2.loss_cls: 0.0282, s2.acc: 95.5603, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0483, loss: 0.9353 2022-06-16 13:21:55,135 - mmdet - INFO - Epoch [32][6950/7330] lr: 1.000e-05, eta: 4:11:30, time: 0.462, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1218, s0.acc: 95.5476, s0.loss_bbox: 0.1983, s0.loss_mask: 0.1940, s1.loss_cls: 0.0559, s1.acc: 95.8006, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1000, s2.loss_cls: 0.0285, s2.acc: 95.6344, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0475, loss: 0.9169 2022-06-16 13:22:18,747 - mmdet - INFO - Epoch [32][7000/7330] lr: 1.000e-05, eta: 4:11:04, time: 0.472, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1221, s0.acc: 95.5640, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1995, s1.loss_cls: 0.0560, s1.acc: 95.8585, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1019, s2.loss_cls: 0.0279, s2.acc: 95.6955, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0484, loss: 0.9320 2022-06-16 13:22:42,165 - mmdet - INFO - Epoch [32][7050/7330] lr: 1.000e-05, eta: 4:10:38, time: 0.469, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1220, s0.acc: 95.4478, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2039, s1.loss_cls: 0.0566, s1.acc: 95.6798, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1045, s2.loss_cls: 0.0285, s2.acc: 95.5860, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0497, loss: 0.9487 2022-06-16 13:23:06,026 - mmdet - INFO - Epoch [32][7100/7330] lr: 1.000e-05, eta: 4:10:13, time: 0.477, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1248, s0.acc: 95.3916, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2003, s1.loss_cls: 0.0571, s1.acc: 95.6994, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1037, s2.loss_cls: 0.0287, s2.acc: 95.6532, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0494, loss: 0.9469 2022-06-16 13:23:29,466 - mmdet - INFO - Epoch [32][7150/7330] lr: 1.000e-05, eta: 4:09:47, time: 0.468, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1186, s0.acc: 95.6707, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1981, s1.loss_cls: 0.0546, s1.acc: 95.9152, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1024, s2.loss_cls: 0.0273, s2.acc: 95.7746, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0490, loss: 0.9235 2022-06-16 13:23:52,869 - mmdet - INFO - Epoch [32][7200/7330] lr: 1.000e-05, eta: 4:09:21, time: 0.468, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1176, s0.acc: 95.6416, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2005, s1.loss_cls: 0.0530, s1.acc: 96.0186, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1036, s2.loss_cls: 0.0264, s2.acc: 95.9064, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0496, loss: 0.9211 2022-06-16 13:24:16,479 - mmdet - INFO - Epoch [32][7250/7330] lr: 1.000e-05, eta: 4:08:55, time: 0.472, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1248, s0.acc: 95.4275, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1997, s1.loss_cls: 0.0568, s1.acc: 95.7135, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1030, s2.loss_cls: 0.0281, s2.acc: 95.6237, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0489, loss: 0.9421 2022-06-16 13:24:39,459 - mmdet - INFO - Epoch [32][7300/7330] lr: 1.000e-05, eta: 4:08:29, time: 0.460, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1184, s0.acc: 95.6924, s0.loss_bbox: 0.1953, s0.loss_mask: 0.1981, s1.loss_cls: 0.0541, s1.acc: 95.9650, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1021, s2.loss_cls: 0.0270, s2.acc: 95.8590, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0487, loss: 0.9103 2022-06-16 13:25:11,955 - mmdet - INFO - Saving checkpoint at 32 epochs 2022-06-16 13:28:01,681 - mmdet - INFO - Evaluating bbox... 2022-06-16 13:28:28,361 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.702 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.556 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.349 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.544 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.779 2022-06-16 13:28:28,362 - mmdet - INFO - Evaluating segm... 2022-06-16 13:28:57,763 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.441 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.674 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.478 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.255 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.473 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.711 2022-06-16 13:28:58,187 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 13:28:58,187 - mmdet - INFO - Epoch(val) [32][625] bbox_mAP: 0.5130, bbox_mAP_50: 0.7020, bbox_mAP_75: 0.5560, bbox_mAP_s: 0.3490, bbox_mAP_m: 0.5440, bbox_mAP_l: 0.6620, bbox_mAP_copypaste: 0.513 0.702 0.556 0.349 0.544 0.662, segm_mAP: 0.4410, segm_mAP_50: 0.6740, segm_mAP_75: 0.4780, segm_mAP_s: 0.2550, segm_mAP_m: 0.4730, segm_mAP_l: 0.6230, segm_mAP_copypaste: 0.441 0.674 0.478 0.255 0.473 0.623 2022-06-16 13:33:57,160 - mmdet - INFO - Epoch [33][50/7330] lr: 1.000e-05, eta: 4:08:38, time: 5.979, data_time: 5.527, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1200, s0.acc: 95.7051, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2010, s1.loss_cls: 0.0558, s1.acc: 95.9386, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1033, s2.loss_cls: 0.0276, s2.acc: 95.8730, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0487, loss: 0.9226 2022-06-16 13:34:20,280 - mmdet - INFO - Epoch [33][100/7330] lr: 1.000e-05, eta: 4:08:12, time: 0.462, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1153, s0.acc: 95.7488, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2020, s1.loss_cls: 0.0524, s1.acc: 96.0116, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1051, s2.loss_cls: 0.0270, s2.acc: 95.8106, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0503, loss: 0.9290 2022-06-16 13:34:43,499 - mmdet - INFO - Epoch [33][150/7330] lr: 1.000e-05, eta: 4:07:46, time: 0.464, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1185, s0.acc: 95.6570, s0.loss_bbox: 0.1975, s0.loss_mask: 0.1979, s1.loss_cls: 0.0542, s1.acc: 95.9530, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1013, s2.loss_cls: 0.0275, s2.acc: 95.8403, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0482, loss: 0.9151 2022-06-16 13:35:06,920 - mmdet - INFO - Epoch [33][200/7330] lr: 1.000e-05, eta: 4:07:20, time: 0.469, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1187, s0.acc: 95.5991, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2006, s1.loss_cls: 0.0548, s1.acc: 95.8687, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1040, s2.loss_cls: 0.0273, s2.acc: 95.7787, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0499, loss: 0.9300 2022-06-16 13:35:30,467 - mmdet - INFO - Epoch [33][250/7330] lr: 1.000e-05, eta: 4:06:54, time: 0.471, data_time: 0.024, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1251, s0.acc: 95.3484, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1999, s1.loss_cls: 0.0574, s1.acc: 95.6355, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1026, s2.loss_cls: 0.0287, s2.acc: 95.4562, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0490, loss: 0.9495 2022-06-16 13:35:53,513 - mmdet - INFO - Epoch [33][300/7330] lr: 1.000e-05, eta: 4:06:28, time: 0.461, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1246, s0.acc: 95.3442, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2010, s1.loss_cls: 0.0573, s1.acc: 95.6176, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1026, s2.loss_cls: 0.0284, s2.acc: 95.5101, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0490, loss: 0.9528 2022-06-16 13:36:16,810 - mmdet - INFO - Epoch [33][350/7330] lr: 1.000e-05, eta: 4:06:02, time: 0.466, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1335, s0.acc: 95.0903, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2108, s1.loss_cls: 0.0614, s1.acc: 95.3004, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1066, s2.loss_cls: 0.0307, s2.acc: 95.2125, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0505, loss: 1.0096 2022-06-16 13:36:40,116 - mmdet - INFO - Epoch [33][400/7330] lr: 1.000e-05, eta: 4:05:37, time: 0.466, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1220, s0.acc: 95.4739, s0.loss_bbox: 0.2040, s0.loss_mask: 0.1972, s1.loss_cls: 0.0564, s1.acc: 95.7334, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1014, s2.loss_cls: 0.0281, s2.acc: 95.6841, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0481, loss: 0.9321 2022-06-16 13:37:03,962 - mmdet - INFO - Epoch [33][450/7330] lr: 1.000e-05, eta: 4:05:11, time: 0.476, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1247, s0.acc: 95.3867, s0.loss_bbox: 0.2094, s0.loss_mask: 0.1972, s1.loss_cls: 0.0573, s1.acc: 95.6890, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1018, s2.loss_cls: 0.0287, s2.acc: 95.4611, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0484, loss: 0.9487 2022-06-16 13:37:27,003 - mmdet - INFO - Epoch [33][500/7330] lr: 1.000e-05, eta: 4:04:45, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1238, s0.acc: 95.4983, s0.loss_bbox: 0.1992, s0.loss_mask: 0.1988, s1.loss_cls: 0.0567, s1.acc: 95.8648, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1011, s2.loss_cls: 0.0280, s2.acc: 95.7853, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0482, loss: 0.9288 2022-06-16 13:37:50,268 - mmdet - INFO - Epoch [33][550/7330] lr: 1.000e-05, eta: 4:04:19, time: 0.466, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1216, s0.acc: 95.4937, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2054, s1.loss_cls: 0.0559, s1.acc: 95.7587, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1049, s2.loss_cls: 0.0280, s2.acc: 95.6219, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0500, loss: 0.9433 2022-06-16 13:38:14,661 - mmdet - INFO - Epoch [33][600/7330] lr: 1.000e-05, eta: 4:03:53, time: 0.485, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1214, s0.acc: 95.6433, s0.loss_bbox: 0.1951, s0.loss_mask: 0.1975, s1.loss_cls: 0.0560, s1.acc: 95.9299, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1020, s2.loss_cls: 0.0282, s2.acc: 95.8296, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0487, loss: 0.9157 2022-06-16 13:38:39,057 - mmdet - INFO - Epoch [33][650/7330] lr: 1.000e-05, eta: 4:03:28, time: 0.490, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1196, s0.acc: 95.6106, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2002, s1.loss_cls: 0.0551, s1.acc: 95.8891, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1030, s2.loss_cls: 0.0283, s2.acc: 95.6601, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0490, loss: 0.9293 2022-06-16 13:39:03,458 - mmdet - INFO - Epoch [33][700/7330] lr: 1.000e-05, eta: 4:03:02, time: 0.488, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1220, s0.acc: 95.5991, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1975, s1.loss_cls: 0.0552, s1.acc: 95.9278, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1012, s2.loss_cls: 0.0278, s2.acc: 95.7890, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0481, loss: 0.9281 2022-06-16 13:39:27,708 - mmdet - INFO - Epoch [33][750/7330] lr: 1.000e-05, eta: 4:02:36, time: 0.483, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1237, s0.acc: 95.3691, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1997, s1.loss_cls: 0.0568, s1.acc: 95.6092, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1012, s2.loss_cls: 0.0286, s2.acc: 95.5682, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0480, loss: 0.9366 2022-06-16 13:39:51,478 - mmdet - INFO - Epoch [33][800/7330] lr: 1.000e-05, eta: 4:02:10, time: 0.478, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1252, s0.acc: 95.3474, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2042, s1.loss_cls: 0.0582, s1.acc: 95.6368, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1044, s2.loss_cls: 0.0289, s2.acc: 95.5372, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0495, loss: 0.9520 2022-06-16 13:40:15,244 - mmdet - INFO - Epoch [33][850/7330] lr: 1.000e-05, eta: 4:01:45, time: 0.475, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1238, s0.acc: 95.4993, s0.loss_bbox: 0.1958, s0.loss_mask: 0.1977, s1.loss_cls: 0.0574, s1.acc: 95.7003, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1012, s2.loss_cls: 0.0285, s2.acc: 95.7429, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0484, loss: 0.9246 2022-06-16 13:40:39,319 - mmdet - INFO - Epoch [33][900/7330] lr: 1.000e-05, eta: 4:01:19, time: 0.481, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1179, s0.acc: 95.6938, s0.loss_bbox: 0.1941, s0.loss_mask: 0.1999, s1.loss_cls: 0.0540, s1.acc: 95.9503, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1031, s2.loss_cls: 0.0269, s2.acc: 95.8877, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0493, loss: 0.9155 2022-06-16 13:41:03,473 - mmdet - INFO - Epoch [33][950/7330] lr: 1.000e-05, eta: 4:00:53, time: 0.483, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1222, s0.acc: 95.4185, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2019, s1.loss_cls: 0.0563, s1.acc: 95.7328, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1022, s2.loss_cls: 0.0286, s2.acc: 95.5458, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0485, loss: 0.9410 2022-06-16 13:41:27,313 - mmdet - INFO - Epoch [33][1000/7330] lr: 1.000e-05, eta: 4:00:27, time: 0.474, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1175, s0.acc: 95.6587, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1964, s1.loss_cls: 0.0542, s1.acc: 95.9433, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1014, s2.loss_cls: 0.0269, s2.acc: 95.7997, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0485, loss: 0.9144 2022-06-16 13:41:50,817 - mmdet - INFO - Epoch [33][1050/7330] lr: 1.000e-05, eta: 4:00:02, time: 0.472, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1190, s0.acc: 95.5947, s0.loss_bbox: 0.1948, s0.loss_mask: 0.1988, s1.loss_cls: 0.0543, s1.acc: 95.9751, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1019, s2.loss_cls: 0.0273, s2.acc: 95.9054, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0483, loss: 0.9135 2022-06-16 13:42:14,447 - mmdet - INFO - Epoch [33][1100/7330] lr: 1.000e-05, eta: 3:59:36, time: 0.473, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1270, s0.acc: 95.4426, s0.loss_bbox: 0.2083, s0.loss_mask: 0.1987, s1.loss_cls: 0.0585, s1.acc: 95.7212, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1025, s2.loss_cls: 0.0293, s2.acc: 95.5423, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0491, loss: 0.9523 2022-06-16 13:42:37,913 - mmdet - INFO - Epoch [33][1150/7330] lr: 1.000e-05, eta: 3:59:10, time: 0.469, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1231, s0.acc: 95.4412, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2028, s1.loss_cls: 0.0567, s1.acc: 95.7266, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1037, s2.loss_cls: 0.0287, s2.acc: 95.5939, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0492, loss: 0.9444 2022-06-16 13:43:01,923 - mmdet - INFO - Epoch [33][1200/7330] lr: 1.000e-05, eta: 3:58:44, time: 0.480, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1256, s0.acc: 95.3296, s0.loss_bbox: 0.2101, s0.loss_mask: 0.1993, s1.loss_cls: 0.0574, s1.acc: 95.6528, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1028, s2.loss_cls: 0.0285, s2.acc: 95.5760, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0492, loss: 0.9587 2022-06-16 13:43:25,585 - mmdet - INFO - Epoch [33][1250/7330] lr: 1.000e-05, eta: 3:58:18, time: 0.473, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1246, s0.acc: 95.5127, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1953, s1.loss_cls: 0.0573, s1.acc: 95.7385, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1007, s2.loss_cls: 0.0287, s2.acc: 95.6096, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0480, loss: 0.9367 2022-06-16 13:43:49,038 - mmdet - INFO - Epoch [33][1300/7330] lr: 1.000e-05, eta: 3:57:53, time: 0.469, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1211, s0.acc: 95.5115, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2020, s1.loss_cls: 0.0557, s1.acc: 95.8244, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1038, s2.loss_cls: 0.0279, s2.acc: 95.7225, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0492, loss: 0.9361 2022-06-16 13:44:12,543 - mmdet - INFO - Epoch [33][1350/7330] lr: 1.000e-05, eta: 3:57:27, time: 0.470, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1181, s0.acc: 95.7256, s0.loss_bbox: 0.1975, s0.loss_mask: 0.1954, s1.loss_cls: 0.0539, s1.acc: 96.0000, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1015, s2.loss_cls: 0.0276, s2.acc: 95.8167, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0484, loss: 0.9113 2022-06-16 13:44:36,028 - mmdet - INFO - Epoch [33][1400/7330] lr: 1.000e-05, eta: 3:57:01, time: 0.470, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1245, s0.acc: 95.3862, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2017, s1.loss_cls: 0.0581, s1.acc: 95.6134, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1039, s2.loss_cls: 0.0292, s2.acc: 95.5155, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0496, loss: 0.9605 2022-06-16 13:45:00,087 - mmdet - INFO - Epoch [33][1450/7330] lr: 1.000e-05, eta: 3:56:35, time: 0.481, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1296, s0.acc: 95.1887, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2081, s1.loss_cls: 0.0600, s1.acc: 95.4580, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1069, s2.loss_cls: 0.0302, s2.acc: 95.3494, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0509, loss: 0.9837 2022-06-16 13:45:24,021 - mmdet - INFO - Epoch [33][1500/7330] lr: 1.000e-05, eta: 3:56:09, time: 0.479, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1249, s0.acc: 95.3865, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1979, s1.loss_cls: 0.0567, s1.acc: 95.8161, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1013, s2.loss_cls: 0.0283, s2.acc: 95.7359, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0482, loss: 0.9321 2022-06-16 13:45:47,432 - mmdet - INFO - Epoch [33][1550/7330] lr: 1.000e-05, eta: 3:55:44, time: 0.468, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1152, s0.acc: 95.7864, s0.loss_bbox: 0.1963, s0.loss_mask: 0.1982, s1.loss_cls: 0.0525, s1.acc: 96.0916, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1015, s2.loss_cls: 0.0263, s2.acc: 96.0158, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0480, loss: 0.9077 2022-06-16 13:46:10,897 - mmdet - INFO - Epoch [33][1600/7330] lr: 1.000e-05, eta: 3:55:18, time: 0.470, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1176, s0.acc: 95.6692, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2024, s1.loss_cls: 0.0539, s1.acc: 95.9011, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1037, s2.loss_cls: 0.0271, s2.acc: 95.7826, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0490, loss: 0.9320 2022-06-16 13:46:34,336 - mmdet - INFO - Epoch [33][1650/7330] lr: 1.000e-05, eta: 3:54:52, time: 0.469, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1271, s0.acc: 95.4299, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2013, s1.loss_cls: 0.0588, s1.acc: 95.7248, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1032, s2.loss_cls: 0.0296, s2.acc: 95.5119, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0492, loss: 0.9456 2022-06-16 13:46:57,589 - mmdet - INFO - Epoch [33][1700/7330] lr: 1.000e-05, eta: 3:54:26, time: 0.465, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1209, s0.acc: 95.5249, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1957, s1.loss_cls: 0.0568, s1.acc: 95.6997, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1014, s2.loss_cls: 0.0283, s2.acc: 95.6592, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0481, loss: 0.9247 2022-06-16 13:47:20,903 - mmdet - INFO - Epoch [33][1750/7330] lr: 1.000e-05, eta: 3:54:00, time: 0.463, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1176, s0.acc: 95.6545, s0.loss_bbox: 0.1986, s0.loss_mask: 0.1961, s1.loss_cls: 0.0533, s1.acc: 95.9950, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1007, s2.loss_cls: 0.0264, s2.acc: 95.9982, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0481, loss: 0.9140 2022-06-16 13:47:44,794 - mmdet - INFO - Epoch [33][1800/7330] lr: 1.000e-05, eta: 3:53:35, time: 0.481, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1208, s0.acc: 95.5771, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2017, s1.loss_cls: 0.0546, s1.acc: 95.9451, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1039, s2.loss_cls: 0.0275, s2.acc: 95.7447, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0493, loss: 0.9384 2022-06-16 13:48:08,513 - mmdet - INFO - Epoch [33][1850/7330] lr: 1.000e-05, eta: 3:53:09, time: 0.474, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1272, s0.acc: 95.3074, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2070, s1.loss_cls: 0.0593, s1.acc: 95.6156, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1055, s2.loss_cls: 0.0295, s2.acc: 95.5626, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0502, loss: 0.9721 2022-06-16 13:48:32,294 - mmdet - INFO - Epoch [33][1900/7330] lr: 1.000e-05, eta: 3:52:43, time: 0.476, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1216, s0.acc: 95.5801, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1996, s1.loss_cls: 0.0560, s1.acc: 95.8561, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1023, s2.loss_cls: 0.0277, s2.acc: 95.7589, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0488, loss: 0.9257 2022-06-16 13:48:56,214 - mmdet - INFO - Epoch [33][1950/7330] lr: 1.000e-05, eta: 3:52:17, time: 0.478, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1218, s0.acc: 95.5381, s0.loss_bbox: 0.2029, s0.loss_mask: 0.1983, s1.loss_cls: 0.0558, s1.acc: 95.8936, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1015, s2.loss_cls: 0.0279, s2.acc: 95.8069, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0485, loss: 0.9318 2022-06-16 13:49:19,773 - mmdet - INFO - Epoch [33][2000/7330] lr: 1.000e-05, eta: 3:51:51, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1153, s0.acc: 95.7280, s0.loss_bbox: 0.1947, s0.loss_mask: 0.1984, s1.loss_cls: 0.0526, s1.acc: 96.0160, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1015, s2.loss_cls: 0.0260, s2.acc: 95.9826, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0485, loss: 0.9061 2022-06-16 13:49:42,785 - mmdet - INFO - Epoch [33][2050/7330] lr: 1.000e-05, eta: 3:51:26, time: 0.461, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1173, s0.acc: 95.6550, s0.loss_bbox: 0.1952, s0.loss_mask: 0.1986, s1.loss_cls: 0.0529, s1.acc: 95.9968, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1017, s2.loss_cls: 0.0265, s2.acc: 95.8574, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0486, loss: 0.9114 2022-06-16 13:50:05,529 - mmdet - INFO - Epoch [33][2100/7330] lr: 1.000e-05, eta: 3:51:00, time: 0.455, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1166, s0.acc: 95.7358, s0.loss_bbox: 0.1964, s0.loss_mask: 0.1961, s1.loss_cls: 0.0539, s1.acc: 96.0492, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1011, s2.loss_cls: 0.0271, s2.acc: 95.8487, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0485, loss: 0.9104 2022-06-16 13:50:28,518 - mmdet - INFO - Epoch [33][2150/7330] lr: 1.000e-05, eta: 3:50:34, time: 0.460, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1213, s0.acc: 95.4714, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2005, s1.loss_cls: 0.0554, s1.acc: 95.7658, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1037, s2.loss_cls: 0.0278, s2.acc: 95.6668, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0492, loss: 0.9403 2022-06-16 13:50:51,882 - mmdet - INFO - Epoch [33][2200/7330] lr: 1.000e-05, eta: 3:50:08, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0154, s0.loss_cls: 0.1207, s0.acc: 95.5654, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1981, s1.loss_cls: 0.0556, s1.acc: 95.8005, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1021, s2.loss_cls: 0.0281, s2.acc: 95.6418, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0484, loss: 0.9287 2022-06-16 13:51:15,274 - mmdet - INFO - Epoch [33][2250/7330] lr: 1.000e-05, eta: 3:49:42, time: 0.468, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1278, s0.acc: 95.3750, s0.loss_bbox: 0.2050, s0.loss_mask: 0.1959, s1.loss_cls: 0.0582, s1.acc: 95.7268, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1015, s2.loss_cls: 0.0290, s2.acc: 95.5899, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0484, loss: 0.9447 2022-06-16 13:51:38,230 - mmdet - INFO - Epoch [33][2300/7330] lr: 1.000e-05, eta: 3:49:16, time: 0.459, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1282, s0.acc: 95.2979, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2046, s1.loss_cls: 0.0590, s1.acc: 95.6359, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1042, s2.loss_cls: 0.0291, s2.acc: 95.5444, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0492, loss: 0.9566 2022-06-16 13:52:01,641 - mmdet - INFO - Epoch [33][2350/7330] lr: 1.000e-05, eta: 3:48:50, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1277, s0.acc: 95.2520, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2060, s1.loss_cls: 0.0585, s1.acc: 95.6082, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1051, s2.loss_cls: 0.0295, s2.acc: 95.5350, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0498, loss: 0.9766 2022-06-16 13:52:25,702 - mmdet - INFO - Epoch [33][2400/7330] lr: 1.000e-05, eta: 3:48:25, time: 0.482, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1225, s0.acc: 95.3979, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1998, s1.loss_cls: 0.0562, s1.acc: 95.7331, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1029, s2.loss_cls: 0.0285, s2.acc: 95.5250, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0487, loss: 0.9469 2022-06-16 13:52:49,297 - mmdet - INFO - Epoch [33][2450/7330] lr: 1.000e-05, eta: 3:47:59, time: 0.472, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1271, s0.acc: 95.3635, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2058, s1.loss_cls: 0.0592, s1.acc: 95.5593, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1055, s2.loss_cls: 0.0296, s2.acc: 95.5484, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0501, loss: 0.9659 2022-06-16 13:53:12,924 - mmdet - INFO - Epoch [33][2500/7330] lr: 1.000e-05, eta: 3:47:33, time: 0.473, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1295, s0.acc: 95.1963, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2057, s1.loss_cls: 0.0591, s1.acc: 95.4628, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1048, s2.loss_cls: 0.0295, s2.acc: 95.3606, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0495, loss: 0.9696 2022-06-16 13:53:36,736 - mmdet - INFO - Epoch [33][2550/7330] lr: 1.000e-05, eta: 3:47:07, time: 0.476, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1216, s0.acc: 95.5093, s0.loss_bbox: 0.1967, s0.loss_mask: 0.2001, s1.loss_cls: 0.0558, s1.acc: 95.8465, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1031, s2.loss_cls: 0.0279, s2.acc: 95.7529, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0491, loss: 0.9269 2022-06-16 13:54:00,869 - mmdet - INFO - Epoch [33][2600/7330] lr: 1.000e-05, eta: 3:46:42, time: 0.483, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1267, s0.acc: 95.3582, s0.loss_bbox: 0.2076, s0.loss_mask: 0.1992, s1.loss_cls: 0.0588, s1.acc: 95.6390, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1018, s2.loss_cls: 0.0293, s2.acc: 95.4660, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0484, loss: 0.9512 2022-06-16 13:54:24,980 - mmdet - INFO - Epoch [33][2650/7330] lr: 1.000e-05, eta: 3:46:16, time: 0.483, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1228, s0.acc: 95.4443, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2017, s1.loss_cls: 0.0566, s1.acc: 95.7443, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1042, s2.loss_cls: 0.0285, s2.acc: 95.5522, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0497, loss: 0.9452 2022-06-16 13:54:48,877 - mmdet - INFO - Epoch [33][2700/7330] lr: 1.000e-05, eta: 3:45:50, time: 0.478, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1217, s0.acc: 95.5422, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1975, s1.loss_cls: 0.0552, s1.acc: 95.9172, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1023, s2.loss_cls: 0.0281, s2.acc: 95.7038, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0488, loss: 0.9264 2022-06-16 13:55:12,448 - mmdet - INFO - Epoch [33][2750/7330] lr: 1.000e-05, eta: 3:45:25, time: 0.471, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1251, s0.acc: 95.3301, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2029, s1.loss_cls: 0.0583, s1.acc: 95.5623, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1048, s2.loss_cls: 0.0289, s2.acc: 95.4684, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0498, loss: 0.9514 2022-06-16 13:55:36,184 - mmdet - INFO - Epoch [33][2800/7330] lr: 1.000e-05, eta: 3:44:59, time: 0.475, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1278, s0.acc: 95.3582, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2038, s1.loss_cls: 0.0582, s1.acc: 95.7138, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1043, s2.loss_cls: 0.0289, s2.acc: 95.6925, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0497, loss: 0.9668 2022-06-16 13:55:59,857 - mmdet - INFO - Epoch [33][2850/7330] lr: 1.000e-05, eta: 3:44:33, time: 0.473, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1241, s0.acc: 95.5276, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1981, s1.loss_cls: 0.0577, s1.acc: 95.7900, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1024, s2.loss_cls: 0.0289, s2.acc: 95.6157, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0489, loss: 0.9369 2022-06-16 13:56:23,229 - mmdet - INFO - Epoch [33][2900/7330] lr: 1.000e-05, eta: 3:44:07, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1174, s0.acc: 95.5872, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2039, s1.loss_cls: 0.0552, s1.acc: 95.7725, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1045, s2.loss_cls: 0.0276, s2.acc: 95.7139, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0495, loss: 0.9266 2022-06-16 13:56:47,031 - mmdet - INFO - Epoch [33][2950/7330] lr: 1.000e-05, eta: 3:43:42, time: 0.476, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1241, s0.acc: 95.4512, s0.loss_bbox: 0.2037, s0.loss_mask: 0.1971, s1.loss_cls: 0.0580, s1.acc: 95.6397, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1013, s2.loss_cls: 0.0293, s2.acc: 95.4590, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0481, loss: 0.9356 2022-06-16 13:57:10,822 - mmdet - INFO - Epoch [33][3000/7330] lr: 1.000e-05, eta: 3:43:16, time: 0.476, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1298, s0.acc: 95.3037, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2062, s1.loss_cls: 0.0594, s1.acc: 95.6054, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1059, s2.loss_cls: 0.0299, s2.acc: 95.4894, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0507, loss: 0.9795 2022-06-16 13:57:34,227 - mmdet - INFO - Epoch [33][3050/7330] lr: 1.000e-05, eta: 3:42:50, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1187, s0.acc: 95.6768, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1990, s1.loss_cls: 0.0537, s1.acc: 96.0205, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1018, s2.loss_cls: 0.0269, s2.acc: 95.9056, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0484, loss: 0.9225 2022-06-16 13:57:57,955 - mmdet - INFO - Epoch [33][3100/7330] lr: 1.000e-05, eta: 3:42:24, time: 0.475, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1251, s0.acc: 95.4043, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2048, s1.loss_cls: 0.0571, s1.acc: 95.7173, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1052, s2.loss_cls: 0.0288, s2.acc: 95.5563, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0505, loss: 0.9681 2022-06-16 13:58:21,350 - mmdet - INFO - Epoch [33][3150/7330] lr: 1.000e-05, eta: 3:41:59, time: 0.468, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1231, s0.acc: 95.4250, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2002, s1.loss_cls: 0.0560, s1.acc: 95.7706, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1032, s2.loss_cls: 0.0283, s2.acc: 95.6477, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0494, loss: 0.9468 2022-06-16 13:58:43,978 - mmdet - INFO - Epoch [33][3200/7330] lr: 1.000e-05, eta: 3:41:33, time: 0.452, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1142, s0.acc: 95.7793, s0.loss_bbox: 0.1955, s0.loss_mask: 0.1989, s1.loss_cls: 0.0522, s1.acc: 96.0648, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1030, s2.loss_cls: 0.0266, s2.acc: 95.9119, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0491, loss: 0.9102 2022-06-16 13:59:06,863 - mmdet - INFO - Epoch [33][3250/7330] lr: 1.000e-05, eta: 3:41:07, time: 0.458, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1232, s0.acc: 95.4961, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2008, s1.loss_cls: 0.0551, s1.acc: 95.8830, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1026, s2.loss_cls: 0.0279, s2.acc: 95.7521, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0488, loss: 0.9435 2022-06-16 13:59:30,020 - mmdet - INFO - Epoch [33][3300/7330] lr: 1.000e-05, eta: 3:40:41, time: 0.463, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1179, s0.acc: 95.6177, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1989, s1.loss_cls: 0.0546, s1.acc: 95.8809, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1014, s2.loss_cls: 0.0271, s2.acc: 95.7915, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0482, loss: 0.9165 2022-06-16 13:59:53,316 - mmdet - INFO - Epoch [33][3350/7330] lr: 1.000e-05, eta: 3:40:15, time: 0.466, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1235, s0.acc: 95.4756, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2084, s1.loss_cls: 0.0553, s1.acc: 95.8546, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1058, s2.loss_cls: 0.0279, s2.acc: 95.7866, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0505, loss: 0.9583 2022-06-16 14:00:16,354 - mmdet - INFO - Epoch [33][3400/7330] lr: 1.000e-05, eta: 3:39:49, time: 0.460, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1164, s0.acc: 95.7605, s0.loss_bbox: 0.1932, s0.loss_mask: 0.1960, s1.loss_cls: 0.0533, s1.acc: 96.0339, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1015, s2.loss_cls: 0.0262, s2.acc: 95.9818, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0483, loss: 0.9033 2022-06-16 14:00:39,102 - mmdet - INFO - Epoch [33][3450/7330] lr: 1.000e-05, eta: 3:39:23, time: 0.455, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1203, s0.acc: 95.5649, s0.loss_bbox: 0.2003, s0.loss_mask: 0.1967, s1.loss_cls: 0.0553, s1.acc: 95.8809, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1024, s2.loss_cls: 0.0272, s2.acc: 95.7995, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0493, loss: 0.9289 2022-06-16 14:01:02,128 - mmdet - INFO - Epoch [33][3500/7330] lr: 1.000e-05, eta: 3:38:58, time: 0.458, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1189, s0.acc: 95.6428, s0.loss_bbox: 0.1959, s0.loss_mask: 0.1948, s1.loss_cls: 0.0548, s1.acc: 95.9090, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1006, s2.loss_cls: 0.0279, s2.acc: 95.7330, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0480, loss: 0.9129 2022-06-16 14:01:25,054 - mmdet - INFO - Epoch [33][3550/7330] lr: 1.000e-05, eta: 3:38:32, time: 0.461, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1224, s0.acc: 95.5693, s0.loss_bbox: 0.2017, s0.loss_mask: 0.1965, s1.loss_cls: 0.0555, s1.acc: 95.8985, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1016, s2.loss_cls: 0.0273, s2.acc: 95.8278, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0484, loss: 0.9281 2022-06-16 14:01:48,235 - mmdet - INFO - Epoch [33][3600/7330] lr: 1.000e-05, eta: 3:38:06, time: 0.464, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1353, s0.acc: 95.0422, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2014, s1.loss_cls: 0.0619, s1.acc: 95.3048, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1041, s2.loss_cls: 0.0307, s2.acc: 95.2191, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0494, loss: 0.9810 2022-06-16 14:02:11,316 - mmdet - INFO - Epoch [33][3650/7330] lr: 1.000e-05, eta: 3:37:40, time: 0.462, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1216, s0.acc: 95.4968, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1963, s1.loss_cls: 0.0552, s1.acc: 95.8000, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1007, s2.loss_cls: 0.0283, s2.acc: 95.6307, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0479, loss: 0.9355 2022-06-16 14:02:33,977 - mmdet - INFO - Epoch [33][3700/7330] lr: 1.000e-05, eta: 3:37:14, time: 0.453, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1190, s0.acc: 95.6763, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2022, s1.loss_cls: 0.0534, s1.acc: 95.9635, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1043, s2.loss_cls: 0.0269, s2.acc: 95.8056, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0502, loss: 0.9299 2022-06-16 14:02:56,789 - mmdet - INFO - Epoch [33][3750/7330] lr: 1.000e-05, eta: 3:36:48, time: 0.456, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1210, s0.acc: 95.5017, s0.loss_bbox: 0.2021, s0.loss_mask: 0.1983, s1.loss_cls: 0.0556, s1.acc: 95.8164, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1019, s2.loss_cls: 0.0278, s2.acc: 95.6399, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0483, loss: 0.9319 2022-06-16 14:03:19,710 - mmdet - INFO - Epoch [33][3800/7330] lr: 1.000e-05, eta: 3:36:22, time: 0.458, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1212, s0.acc: 95.5540, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1987, s1.loss_cls: 0.0547, s1.acc: 95.8906, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1024, s2.loss_cls: 0.0274, s2.acc: 95.7517, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0491, loss: 0.9263 2022-06-16 14:03:42,587 - mmdet - INFO - Epoch [33][3850/7330] lr: 1.000e-05, eta: 3:35:57, time: 0.458, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1224, s0.acc: 95.4519, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1984, s1.loss_cls: 0.0562, s1.acc: 95.7454, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1017, s2.loss_cls: 0.0281, s2.acc: 95.6222, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0486, loss: 0.9356 2022-06-16 14:04:05,712 - mmdet - INFO - Epoch [33][3900/7330] lr: 1.000e-05, eta: 3:35:31, time: 0.462, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1239, s0.acc: 95.3699, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2057, s1.loss_cls: 0.0580, s1.acc: 95.6097, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1045, s2.loss_cls: 0.0293, s2.acc: 95.4247, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0497, loss: 0.9575 2022-06-16 14:04:28,962 - mmdet - INFO - Epoch [33][3950/7330] lr: 1.000e-05, eta: 3:35:05, time: 0.464, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1188, s0.acc: 95.6541, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2027, s1.loss_cls: 0.0556, s1.acc: 95.8080, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1036, s2.loss_cls: 0.0275, s2.acc: 95.7977, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0494, loss: 0.9269 2022-06-16 14:04:52,705 - mmdet - INFO - Epoch [33][4000/7330] lr: 1.000e-05, eta: 3:34:39, time: 0.475, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1162, s0.acc: 95.6030, s0.loss_bbox: 0.1969, s0.loss_mask: 0.2023, s1.loss_cls: 0.0535, s1.acc: 95.9035, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1038, s2.loss_cls: 0.0272, s2.acc: 95.7647, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0495, loss: 0.9211 2022-06-16 14:05:16,256 - mmdet - INFO - Epoch [33][4050/7330] lr: 1.000e-05, eta: 3:34:14, time: 0.471, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1158, s0.acc: 95.7346, s0.loss_bbox: 0.1940, s0.loss_mask: 0.1977, s1.loss_cls: 0.0531, s1.acc: 96.0626, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1015, s2.loss_cls: 0.0266, s2.acc: 95.9905, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0483, loss: 0.9038 2022-06-16 14:05:39,415 - mmdet - INFO - Epoch [33][4100/7330] lr: 1.000e-05, eta: 3:33:48, time: 0.463, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1265, s0.acc: 95.3945, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2018, s1.loss_cls: 0.0572, s1.acc: 95.7706, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1041, s2.loss_cls: 0.0292, s2.acc: 95.5662, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0494, loss: 0.9582 2022-06-16 14:06:02,764 - mmdet - INFO - Epoch [33][4150/7330] lr: 1.000e-05, eta: 3:33:22, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1279, s0.acc: 95.3098, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2003, s1.loss_cls: 0.0594, s1.acc: 95.5297, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1029, s2.loss_cls: 0.0296, s2.acc: 95.4112, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0487, loss: 0.9441 2022-06-16 14:06:25,715 - mmdet - INFO - Epoch [33][4200/7330] lr: 1.000e-05, eta: 3:32:56, time: 0.459, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1197, s0.acc: 95.6738, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2009, s1.loss_cls: 0.0549, s1.acc: 95.9355, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1036, s2.loss_cls: 0.0273, s2.acc: 95.8132, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0495, loss: 0.9247 2022-06-16 14:06:49,170 - mmdet - INFO - Epoch [33][4250/7330] lr: 1.000e-05, eta: 3:32:30, time: 0.469, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1285, s0.acc: 95.2712, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2076, s1.loss_cls: 0.0586, s1.acc: 95.5762, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1048, s2.loss_cls: 0.0292, s2.acc: 95.5269, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0496, loss: 0.9707 2022-06-16 14:07:12,159 - mmdet - INFO - Epoch [33][4300/7330] lr: 1.000e-05, eta: 3:32:05, time: 0.460, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1304, s0.acc: 95.2383, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2042, s1.loss_cls: 0.0597, s1.acc: 95.5050, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1037, s2.loss_cls: 0.0295, s2.acc: 95.4193, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0492, loss: 0.9769 2022-06-16 14:07:35,225 - mmdet - INFO - Epoch [33][4350/7330] lr: 1.000e-05, eta: 3:31:39, time: 0.461, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1222, s0.acc: 95.4636, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2007, s1.loss_cls: 0.0559, s1.acc: 95.7782, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1024, s2.loss_cls: 0.0277, s2.acc: 95.7730, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0489, loss: 0.9353 2022-06-16 14:07:58,336 - mmdet - INFO - Epoch [33][4400/7330] lr: 1.000e-05, eta: 3:31:13, time: 0.463, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1317, s0.acc: 95.1631, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2051, s1.loss_cls: 0.0596, s1.acc: 95.5259, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1047, s2.loss_cls: 0.0300, s2.acc: 95.3879, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0498, loss: 0.9804 2022-06-16 14:08:20,978 - mmdet - INFO - Epoch [33][4450/7330] lr: 1.000e-05, eta: 3:30:47, time: 0.453, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1214, s0.acc: 95.5828, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1984, s1.loss_cls: 0.0546, s1.acc: 95.9427, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1022, s2.loss_cls: 0.0275, s2.acc: 95.7800, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0490, loss: 0.9242 2022-06-16 14:08:43,519 - mmdet - INFO - Epoch [33][4500/7330] lr: 1.000e-05, eta: 3:30:21, time: 0.451, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1188, s0.acc: 95.5986, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2038, s1.loss_cls: 0.0543, s1.acc: 95.8115, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1047, s2.loss_cls: 0.0277, s2.acc: 95.6129, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0496, loss: 0.9402 2022-06-16 14:09:06,765 - mmdet - INFO - Epoch [33][4550/7330] lr: 1.000e-05, eta: 3:29:56, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1211, s0.acc: 95.6069, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1970, s1.loss_cls: 0.0551, s1.acc: 95.9189, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1022, s2.loss_cls: 0.0276, s2.acc: 95.8062, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0489, loss: 0.9267 2022-06-16 14:09:30,092 - mmdet - INFO - Epoch [33][4600/7330] lr: 1.000e-05, eta: 3:29:30, time: 0.466, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1154, s0.acc: 95.6724, s0.loss_bbox: 0.1926, s0.loss_mask: 0.1938, s1.loss_cls: 0.0535, s1.acc: 95.9201, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1004, s2.loss_cls: 0.0269, s2.acc: 95.7915, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0479, loss: 0.8990 2022-06-16 14:09:53,717 - mmdet - INFO - Epoch [33][4650/7330] lr: 1.000e-05, eta: 3:29:04, time: 0.472, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1233, s0.acc: 95.3499, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2011, s1.loss_cls: 0.0567, s1.acc: 95.6573, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1022, s2.loss_cls: 0.0284, s2.acc: 95.5433, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0485, loss: 0.9454 2022-06-16 14:10:16,441 - mmdet - INFO - Epoch [33][4700/7330] lr: 1.000e-05, eta: 3:28:38, time: 0.455, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1209, s0.acc: 95.5876, s0.loss_bbox: 0.1989, s0.loss_mask: 0.1995, s1.loss_cls: 0.0553, s1.acc: 95.8934, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1018, s2.loss_cls: 0.0273, s2.acc: 95.8345, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0481, loss: 0.9231 2022-06-16 14:10:39,250 - mmdet - INFO - Epoch [33][4750/7330] lr: 1.000e-05, eta: 3:28:12, time: 0.456, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0156, s0.loss_cls: 0.1128, s0.acc: 95.9468, s0.loss_bbox: 0.1890, s0.loss_mask: 0.1916, s1.loss_cls: 0.0515, s1.acc: 96.2589, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0998, s2.loss_cls: 0.0258, s2.acc: 96.0553, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0476, loss: 0.8841 2022-06-16 14:11:02,427 - mmdet - INFO - Epoch [33][4800/7330] lr: 1.000e-05, eta: 3:27:47, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1227, s0.acc: 95.4692, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2009, s1.loss_cls: 0.0559, s1.acc: 95.7313, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1039, s2.loss_cls: 0.0279, s2.acc: 95.6865, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0498, loss: 0.9342 2022-06-16 14:11:25,984 - mmdet - INFO - Epoch [33][4850/7330] lr: 1.000e-05, eta: 3:27:21, time: 0.471, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1180, s0.acc: 95.6953, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2020, s1.loss_cls: 0.0541, s1.acc: 95.9735, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1036, s2.loss_cls: 0.0269, s2.acc: 95.8631, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0495, loss: 0.9318 2022-06-16 14:11:49,273 - mmdet - INFO - Epoch [33][4900/7330] lr: 1.000e-05, eta: 3:26:55, time: 0.466, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1330, s0.acc: 95.1255, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2010, s1.loss_cls: 0.0614, s1.acc: 95.3711, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1034, s2.loss_cls: 0.0308, s2.acc: 95.1940, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0491, loss: 0.9765 2022-06-16 14:12:12,570 - mmdet - INFO - Epoch [33][4950/7330] lr: 1.000e-05, eta: 3:26:29, time: 0.466, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1262, s0.acc: 95.3442, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2036, s1.loss_cls: 0.0579, s1.acc: 95.6303, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1045, s2.loss_cls: 0.0288, s2.acc: 95.5148, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0497, loss: 0.9609 2022-06-16 14:12:35,704 - mmdet - INFO - Epoch [33][5000/7330] lr: 1.000e-05, eta: 3:26:04, time: 0.463, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1228, s0.acc: 95.5222, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2009, s1.loss_cls: 0.0565, s1.acc: 95.7677, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1034, s2.loss_cls: 0.0283, s2.acc: 95.6020, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0493, loss: 0.9408 2022-06-16 14:12:58,557 - mmdet - INFO - Epoch [33][5050/7330] lr: 1.000e-05, eta: 3:25:38, time: 0.457, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1189, s0.acc: 95.5920, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2019, s1.loss_cls: 0.0544, s1.acc: 95.8964, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1032, s2.loss_cls: 0.0272, s2.acc: 95.7939, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0488, loss: 0.9184 2022-06-16 14:13:21,667 - mmdet - INFO - Epoch [33][5100/7330] lr: 1.000e-05, eta: 3:25:12, time: 0.462, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1269, s0.acc: 95.3093, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2016, s1.loss_cls: 0.0582, s1.acc: 95.5677, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1023, s2.loss_cls: 0.0290, s2.acc: 95.4508, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0490, loss: 0.9537 2022-06-16 14:13:44,481 - mmdet - INFO - Epoch [33][5150/7330] lr: 1.000e-05, eta: 3:24:46, time: 0.456, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1238, s0.acc: 95.4531, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2021, s1.loss_cls: 0.0568, s1.acc: 95.6957, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1034, s2.loss_cls: 0.0284, s2.acc: 95.6100, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0491, loss: 0.9539 2022-06-16 14:14:07,383 - mmdet - INFO - Epoch [33][5200/7330] lr: 1.000e-05, eta: 3:24:20, time: 0.458, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1280, s0.acc: 95.2788, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2032, s1.loss_cls: 0.0581, s1.acc: 95.7328, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1039, s2.loss_cls: 0.0290, s2.acc: 95.6050, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0494, loss: 0.9658 2022-06-16 14:14:30,364 - mmdet - INFO - Epoch [33][5250/7330] lr: 1.000e-05, eta: 3:23:55, time: 0.460, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1234, s0.acc: 95.4475, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2014, s1.loss_cls: 0.0569, s1.acc: 95.7665, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1032, s2.loss_cls: 0.0286, s2.acc: 95.6525, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0495, loss: 0.9398 2022-06-16 14:14:53,508 - mmdet - INFO - Epoch [33][5300/7330] lr: 1.000e-05, eta: 3:23:29, time: 0.463, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1202, s0.acc: 95.5583, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1989, s1.loss_cls: 0.0541, s1.acc: 95.9910, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1026, s2.loss_cls: 0.0271, s2.acc: 95.8861, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0488, loss: 0.9303 2022-06-16 14:15:16,831 - mmdet - INFO - Epoch [33][5350/7330] lr: 1.000e-05, eta: 3:23:03, time: 0.466, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1216, s0.acc: 95.4954, s0.loss_bbox: 0.2040, s0.loss_mask: 0.1989, s1.loss_cls: 0.0556, s1.acc: 95.8674, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1021, s2.loss_cls: 0.0277, s2.acc: 95.7064, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0489, loss: 0.9331 2022-06-16 14:15:40,356 - mmdet - INFO - Epoch [33][5400/7330] lr: 1.000e-05, eta: 3:22:38, time: 0.470, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1272, s0.acc: 95.2869, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2025, s1.loss_cls: 0.0586, s1.acc: 95.6223, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1034, s2.loss_cls: 0.0300, s2.acc: 95.4295, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0492, loss: 0.9620 2022-06-16 14:16:03,934 - mmdet - INFO - Epoch [33][5450/7330] lr: 1.000e-05, eta: 3:22:12, time: 0.472, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1148, s0.acc: 95.8086, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2003, s1.loss_cls: 0.0527, s1.acc: 96.0529, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1026, s2.loss_cls: 0.0267, s2.acc: 95.8888, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0490, loss: 0.9154 2022-06-16 14:16:27,379 - mmdet - INFO - Epoch [33][5500/7330] lr: 1.000e-05, eta: 3:21:46, time: 0.469, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1218, s0.acc: 95.5063, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2016, s1.loss_cls: 0.0558, s1.acc: 95.8060, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1025, s2.loss_cls: 0.0280, s2.acc: 95.7188, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0489, loss: 0.9308 2022-06-16 14:16:51,010 - mmdet - INFO - Epoch [33][5550/7330] lr: 1.000e-05, eta: 3:21:20, time: 0.472, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1229, s0.acc: 95.4626, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2015, s1.loss_cls: 0.0555, s1.acc: 95.8057, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1032, s2.loss_cls: 0.0276, s2.acc: 95.7816, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0490, loss: 0.9466 2022-06-16 14:17:14,671 - mmdet - INFO - Epoch [33][5600/7330] lr: 1.000e-05, eta: 3:20:55, time: 0.474, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1272, s0.acc: 95.3188, s0.loss_bbox: 0.2041, s0.loss_mask: 0.1985, s1.loss_cls: 0.0585, s1.acc: 95.6117, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1018, s2.loss_cls: 0.0291, s2.acc: 95.5313, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0483, loss: 0.9460 2022-06-16 14:17:38,512 - mmdet - INFO - Epoch [33][5650/7330] lr: 1.000e-05, eta: 3:20:29, time: 0.477, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1223, s0.acc: 95.4434, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1999, s1.loss_cls: 0.0558, s1.acc: 95.8580, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1027, s2.loss_cls: 0.0277, s2.acc: 95.7129, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0490, loss: 0.9407 2022-06-16 14:18:02,429 - mmdet - INFO - Epoch [33][5700/7330] lr: 1.000e-05, eta: 3:20:03, time: 0.478, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1315, s0.acc: 95.2366, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2035, s1.loss_cls: 0.0610, s1.acc: 95.4898, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1037, s2.loss_cls: 0.0305, s2.acc: 95.2925, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0493, loss: 0.9766 2022-06-16 14:18:26,067 - mmdet - INFO - Epoch [33][5750/7330] lr: 1.000e-05, eta: 3:19:38, time: 0.473, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1189, s0.acc: 95.6252, s0.loss_bbox: 0.1971, s0.loss_mask: 0.1913, s1.loss_cls: 0.0552, s1.acc: 95.8115, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0972, s2.loss_cls: 0.0274, s2.acc: 95.7656, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0463, loss: 0.9004 2022-06-16 14:18:50,025 - mmdet - INFO - Epoch [33][5800/7330] lr: 1.000e-05, eta: 3:19:12, time: 0.479, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1251, s0.acc: 95.4253, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2070, s1.loss_cls: 0.0577, s1.acc: 95.6878, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1055, s2.loss_cls: 0.0286, s2.acc: 95.5684, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0500, loss: 0.9553 2022-06-16 14:19:13,292 - mmdet - INFO - Epoch [33][5850/7330] lr: 1.000e-05, eta: 3:18:46, time: 0.465, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1196, s0.acc: 95.6335, s0.loss_bbox: 0.2041, s0.loss_mask: 0.1971, s1.loss_cls: 0.0551, s1.acc: 95.8941, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1018, s2.loss_cls: 0.0277, s2.acc: 95.7557, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0484, loss: 0.9295 2022-06-16 14:19:36,761 - mmdet - INFO - Epoch [33][5900/7330] lr: 1.000e-05, eta: 3:18:21, time: 0.469, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1206, s0.acc: 95.5994, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1995, s1.loss_cls: 0.0563, s1.acc: 95.7988, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1020, s2.loss_cls: 0.0283, s2.acc: 95.6401, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0485, loss: 0.9332 2022-06-16 14:19:59,946 - mmdet - INFO - Epoch [33][5950/7330] lr: 1.000e-05, eta: 3:17:55, time: 0.464, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1160, s0.acc: 95.6858, s0.loss_bbox: 0.1970, s0.loss_mask: 0.1975, s1.loss_cls: 0.0530, s1.acc: 96.0402, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1023, s2.loss_cls: 0.0272, s2.acc: 95.7516, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0487, loss: 0.9144 2022-06-16 14:20:23,167 - mmdet - INFO - Epoch [33][6000/7330] lr: 1.000e-05, eta: 3:17:29, time: 0.464, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1244, s0.acc: 95.4470, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2022, s1.loss_cls: 0.0574, s1.acc: 95.7163, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1038, s2.loss_cls: 0.0291, s2.acc: 95.5701, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0495, loss: 0.9502 2022-06-16 14:20:46,509 - mmdet - INFO - Epoch [33][6050/7330] lr: 1.000e-05, eta: 3:17:04, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1246, s0.acc: 95.4216, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2047, s1.loss_cls: 0.0573, s1.acc: 95.6667, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1046, s2.loss_cls: 0.0288, s2.acc: 95.5444, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0498, loss: 0.9493 2022-06-16 14:21:10,643 - mmdet - INFO - Epoch [33][6100/7330] lr: 1.000e-05, eta: 3:16:38, time: 0.481, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1313, s0.acc: 95.1587, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2047, s1.loss_cls: 0.0603, s1.acc: 95.5149, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1052, s2.loss_cls: 0.0306, s2.acc: 95.3580, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0504, loss: 0.9814 2022-06-16 14:21:34,626 - mmdet - INFO - Epoch [33][6150/7330] lr: 1.000e-05, eta: 3:16:12, time: 0.482, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1284, s0.acc: 95.2783, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2038, s1.loss_cls: 0.0580, s1.acc: 95.6196, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1038, s2.loss_cls: 0.0293, s2.acc: 95.5314, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0494, loss: 0.9638 2022-06-16 14:21:58,410 - mmdet - INFO - Epoch [33][6200/7330] lr: 1.000e-05, eta: 3:15:47, time: 0.476, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1178, s0.acc: 95.6321, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1990, s1.loss_cls: 0.0546, s1.acc: 95.8692, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1028, s2.loss_cls: 0.0275, s2.acc: 95.7574, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0488, loss: 0.9189 2022-06-16 14:22:22,294 - mmdet - INFO - Epoch [33][6250/7330] lr: 1.000e-05, eta: 3:15:21, time: 0.478, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1295, s0.acc: 95.3081, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2017, s1.loss_cls: 0.0602, s1.acc: 95.5172, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1034, s2.loss_cls: 0.0299, s2.acc: 95.3376, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0492, loss: 0.9655 2022-06-16 14:22:46,023 - mmdet - INFO - Epoch [33][6300/7330] lr: 1.000e-05, eta: 3:14:55, time: 0.475, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1240, s0.acc: 95.4277, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2027, s1.loss_cls: 0.0569, s1.acc: 95.7597, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1045, s2.loss_cls: 0.0284, s2.acc: 95.6553, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9453 2022-06-16 14:23:09,552 - mmdet - INFO - Epoch [33][6350/7330] lr: 1.000e-05, eta: 3:14:30, time: 0.470, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1230, s0.acc: 95.4153, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2059, s1.loss_cls: 0.0571, s1.acc: 95.6635, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1051, s2.loss_cls: 0.0286, s2.acc: 95.5179, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0499, loss: 0.9525 2022-06-16 14:23:32,950 - mmdet - INFO - Epoch [33][6400/7330] lr: 1.000e-05, eta: 3:14:04, time: 0.469, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1298, s0.acc: 95.2104, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2057, s1.loss_cls: 0.0590, s1.acc: 95.5543, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1052, s2.loss_cls: 0.0295, s2.acc: 95.4308, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0501, loss: 0.9757 2022-06-16 14:23:56,289 - mmdet - INFO - Epoch [33][6450/7330] lr: 1.000e-05, eta: 3:13:38, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1171, s0.acc: 95.7061, s0.loss_bbox: 0.1939, s0.loss_mask: 0.1916, s1.loss_cls: 0.0529, s1.acc: 96.0488, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0983, s2.loss_cls: 0.0268, s2.acc: 95.9276, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0471, loss: 0.8970 2022-06-16 14:24:19,836 - mmdet - INFO - Epoch [33][6500/7330] lr: 1.000e-05, eta: 3:13:13, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1260, s0.acc: 95.3386, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2031, s1.loss_cls: 0.0580, s1.acc: 95.6304, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1037, s2.loss_cls: 0.0291, s2.acc: 95.3911, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0495, loss: 0.9595 2022-06-16 14:24:43,180 - mmdet - INFO - Epoch [33][6550/7330] lr: 1.000e-05, eta: 3:12:47, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1166, s0.acc: 95.6875, s0.loss_bbox: 0.1960, s0.loss_mask: 0.1934, s1.loss_cls: 0.0531, s1.acc: 95.9732, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1001, s2.loss_cls: 0.0267, s2.acc: 95.8506, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0476, loss: 0.9047 2022-06-16 14:25:06,682 - mmdet - INFO - Epoch [33][6600/7330] lr: 1.000e-05, eta: 3:12:21, time: 0.470, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1197, s0.acc: 95.5786, s0.loss_bbox: 0.1978, s0.loss_mask: 0.1980, s1.loss_cls: 0.0555, s1.acc: 95.8094, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1015, s2.loss_cls: 0.0280, s2.acc: 95.5982, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0482, loss: 0.9187 2022-06-16 14:25:30,535 - mmdet - INFO - Epoch [33][6650/7330] lr: 1.000e-05, eta: 3:11:56, time: 0.477, data_time: 0.026, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1172, s0.acc: 95.6484, s0.loss_bbox: 0.1968, s0.loss_mask: 0.1995, s1.loss_cls: 0.0542, s1.acc: 95.8454, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1020, s2.loss_cls: 0.0274, s2.acc: 95.6717, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0485, loss: 0.9148 2022-06-16 14:25:54,128 - mmdet - INFO - Epoch [33][6700/7330] lr: 1.000e-05, eta: 3:11:30, time: 0.471, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1247, s0.acc: 95.4587, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1997, s1.loss_cls: 0.0571, s1.acc: 95.8207, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1027, s2.loss_cls: 0.0284, s2.acc: 95.7110, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0489, loss: 0.9379 2022-06-16 14:26:18,463 - mmdet - INFO - Epoch [33][6750/7330] lr: 1.000e-05, eta: 3:11:05, time: 0.487, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1272, s0.acc: 95.3557, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2066, s1.loss_cls: 0.0589, s1.acc: 95.6091, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1054, s2.loss_cls: 0.0294, s2.acc: 95.4854, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0502, loss: 0.9667 2022-06-16 14:26:41,984 - mmdet - INFO - Epoch [33][6800/7330] lr: 1.000e-05, eta: 3:10:39, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1198, s0.acc: 95.6377, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2028, s1.loss_cls: 0.0553, s1.acc: 95.9347, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1044, s2.loss_cls: 0.0276, s2.acc: 95.8081, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0495, loss: 0.9348 2022-06-16 14:27:05,051 - mmdet - INFO - Epoch [33][6850/7330] lr: 1.000e-05, eta: 3:10:13, time: 0.462, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1203, s0.acc: 95.6580, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1977, s1.loss_cls: 0.0547, s1.acc: 95.9495, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1022, s2.loss_cls: 0.0269, s2.acc: 95.9257, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0488, loss: 0.9225 2022-06-16 14:27:28,205 - mmdet - INFO - Epoch [33][6900/7330] lr: 1.000e-05, eta: 3:09:47, time: 0.463, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1184, s0.acc: 95.6355, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1950, s1.loss_cls: 0.0547, s1.acc: 95.8586, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1016, s2.loss_cls: 0.0277, s2.acc: 95.7138, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0485, loss: 0.9166 2022-06-16 14:27:51,780 - mmdet - INFO - Epoch [33][6950/7330] lr: 1.000e-05, eta: 3:09:22, time: 0.471, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1297, s0.acc: 95.3074, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2029, s1.loss_cls: 0.0593, s1.acc: 95.5667, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1045, s2.loss_cls: 0.0297, s2.acc: 95.4280, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0501, loss: 0.9696 2022-06-16 14:28:14,918 - mmdet - INFO - Epoch [33][7000/7330] lr: 1.000e-05, eta: 3:08:56, time: 0.463, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1178, s0.acc: 95.6946, s0.loss_bbox: 0.1944, s0.loss_mask: 0.1994, s1.loss_cls: 0.0540, s1.acc: 95.9228, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1034, s2.loss_cls: 0.0270, s2.acc: 95.8605, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0491, loss: 0.9151 2022-06-16 14:28:38,195 - mmdet - INFO - Epoch [33][7050/7330] lr: 1.000e-05, eta: 3:08:30, time: 0.466, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1244, s0.acc: 95.4189, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2030, s1.loss_cls: 0.0578, s1.acc: 95.6968, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1045, s2.loss_cls: 0.0285, s2.acc: 95.6033, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0495, loss: 0.9435 2022-06-16 14:29:01,186 - mmdet - INFO - Epoch [33][7100/7330] lr: 1.000e-05, eta: 3:08:05, time: 0.460, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1239, s0.acc: 95.3530, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2083, s1.loss_cls: 0.0575, s1.acc: 95.6691, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1073, s2.loss_cls: 0.0289, s2.acc: 95.5702, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0512, loss: 0.9650 2022-06-16 14:29:24,255 - mmdet - INFO - Epoch [33][7150/7330] lr: 1.000e-05, eta: 3:07:39, time: 0.461, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1235, s0.acc: 95.4849, s0.loss_bbox: 0.1992, s0.loss_mask: 0.1977, s1.loss_cls: 0.0570, s1.acc: 95.7893, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1017, s2.loss_cls: 0.0285, s2.acc: 95.6732, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0489, loss: 0.9298 2022-06-16 14:29:48,218 - mmdet - INFO - Epoch [33][7200/7330] lr: 1.000e-05, eta: 3:07:13, time: 0.479, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1278, s0.acc: 95.3257, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2004, s1.loss_cls: 0.0586, s1.acc: 95.5235, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1023, s2.loss_cls: 0.0290, s2.acc: 95.4842, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0492, loss: 0.9559 2022-06-16 14:30:11,609 - mmdet - INFO - Epoch [33][7250/7330] lr: 1.000e-05, eta: 3:06:48, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1184, s0.acc: 95.6816, s0.loss_bbox: 0.2015, s0.loss_mask: 0.1949, s1.loss_cls: 0.0548, s1.acc: 95.9189, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0998, s2.loss_cls: 0.0275, s2.acc: 95.7683, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0479, loss: 0.9182 2022-06-16 14:30:35,176 - mmdet - INFO - Epoch [33][7300/7330] lr: 1.000e-05, eta: 3:06:22, time: 0.471, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1258, s0.acc: 95.3601, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2009, s1.loss_cls: 0.0583, s1.acc: 95.5920, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1026, s2.loss_cls: 0.0293, s2.acc: 95.4979, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0490, loss: 0.9493 2022-06-16 14:31:07,132 - mmdet - INFO - Saving checkpoint at 33 epochs 2022-06-16 14:33:54,721 - mmdet - INFO - Evaluating bbox... 2022-06-16 14:34:21,626 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.702 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.555 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.347 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.545 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.782 2022-06-16 14:34:21,627 - mmdet - INFO - Evaluating segm... 2022-06-16 14:34:48,172 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.674 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.479 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.255 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.473 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.595 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.713 2022-06-16 14:34:48,675 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 14:34:48,675 - mmdet - INFO - Epoch(val) [33][625] bbox_mAP: 0.5130, bbox_mAP_50: 0.7020, bbox_mAP_75: 0.5550, bbox_mAP_s: 0.3470, bbox_mAP_m: 0.5450, bbox_mAP_l: 0.6620, bbox_mAP_copypaste: 0.513 0.702 0.555 0.347 0.545 0.662, segm_mAP: 0.4420, segm_mAP_50: 0.6740, segm_mAP_75: 0.4790, segm_mAP_s: 0.2550, segm_mAP_m: 0.4730, segm_mAP_l: 0.6220, segm_mAP_copypaste: 0.442 0.674 0.479 0.255 0.473 0.622 2022-06-16 14:39:38,633 - mmdet - INFO - Epoch [34][50/7330] lr: 1.000e-06, eta: 3:06:15, time: 5.799, data_time: 5.329, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1200, s0.acc: 95.5862, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2017, s1.loss_cls: 0.0554, s1.acc: 95.8461, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1028, s2.loss_cls: 0.0274, s2.acc: 95.7832, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0488, loss: 0.9365 2022-06-16 14:40:02,530 - mmdet - INFO - Epoch [34][100/7330] lr: 1.000e-06, eta: 3:05:50, time: 0.478, data_time: 0.024, memory: 16085, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1273, s0.acc: 95.2185, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2115, s1.loss_cls: 0.0584, s1.acc: 95.6490, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1072, s2.loss_cls: 0.0290, s2.acc: 95.5335, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0510, loss: 0.9844 2022-06-16 14:40:27,068 - mmdet - INFO - Epoch [34][150/7330] lr: 1.000e-06, eta: 3:05:24, time: 0.491, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1261, s0.acc: 95.3882, s0.loss_bbox: 0.2091, s0.loss_mask: 0.1977, s1.loss_cls: 0.0580, s1.acc: 95.6555, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1021, s2.loss_cls: 0.0289, s2.acc: 95.5483, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0489, loss: 0.9517 2022-06-16 14:40:51,206 - mmdet - INFO - Epoch [34][200/7330] lr: 1.000e-06, eta: 3:04:58, time: 0.482, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1211, s0.acc: 95.5068, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2027, s1.loss_cls: 0.0547, s1.acc: 95.8778, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1034, s2.loss_cls: 0.0274, s2.acc: 95.7668, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0491, loss: 0.9410 2022-06-16 14:41:14,381 - mmdet - INFO - Epoch [34][250/7330] lr: 1.000e-06, eta: 3:04:33, time: 0.464, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1119, s0.acc: 95.8479, s0.loss_bbox: 0.1950, s0.loss_mask: 0.1936, s1.loss_cls: 0.0509, s1.acc: 96.1849, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1001, s2.loss_cls: 0.0255, s2.acc: 96.1132, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0478, loss: 0.8934 2022-06-16 14:41:38,231 - mmdet - INFO - Epoch [34][300/7330] lr: 1.000e-06, eta: 3:04:07, time: 0.477, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1204, s0.acc: 95.5701, s0.loss_bbox: 0.1979, s0.loss_mask: 0.1978, s1.loss_cls: 0.0554, s1.acc: 95.8560, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1016, s2.loss_cls: 0.0277, s2.acc: 95.7174, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0483, loss: 0.9205 2022-06-16 14:42:01,793 - mmdet - INFO - Epoch [34][350/7330] lr: 1.000e-06, eta: 3:03:41, time: 0.471, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1181, s0.acc: 95.5974, s0.loss_bbox: 0.1979, s0.loss_mask: 0.1976, s1.loss_cls: 0.0538, s1.acc: 95.9394, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1019, s2.loss_cls: 0.0272, s2.acc: 95.7945, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0486, loss: 0.9158 2022-06-16 14:42:25,284 - mmdet - INFO - Epoch [34][400/7330] lr: 1.000e-06, eta: 3:03:16, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1160, s0.acc: 95.7095, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1965, s1.loss_cls: 0.0535, s1.acc: 95.9479, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1023, s2.loss_cls: 0.0266, s2.acc: 95.9686, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0489, loss: 0.9177 2022-06-16 14:42:48,949 - mmdet - INFO - Epoch [34][450/7330] lr: 1.000e-06, eta: 3:02:50, time: 0.473, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1146, s0.acc: 95.7498, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2006, s1.loss_cls: 0.0524, s1.acc: 96.0125, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1027, s2.loss_cls: 0.0265, s2.acc: 95.8610, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0485, loss: 0.9106 2022-06-16 14:43:12,509 - mmdet - INFO - Epoch [34][500/7330] lr: 1.000e-06, eta: 3:02:24, time: 0.471, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1208, s0.acc: 95.6250, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2019, s1.loss_cls: 0.0553, s1.acc: 95.9471, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1034, s2.loss_cls: 0.0273, s2.acc: 95.9414, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0494, loss: 0.9332 2022-06-16 14:43:35,933 - mmdet - INFO - Epoch [34][550/7330] lr: 1.000e-06, eta: 3:01:58, time: 0.468, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1185, s0.acc: 95.7090, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2003, s1.loss_cls: 0.0532, s1.acc: 96.1350, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1028, s2.loss_cls: 0.0266, s2.acc: 95.9593, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0490, loss: 0.9232 2022-06-16 14:43:59,907 - mmdet - INFO - Epoch [34][600/7330] lr: 1.000e-06, eta: 3:01:33, time: 0.479, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1228, s0.acc: 95.5349, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2010, s1.loss_cls: 0.0569, s1.acc: 95.7883, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1032, s2.loss_cls: 0.0284, s2.acc: 95.6542, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0489, loss: 0.9357 2022-06-16 14:44:24,275 - mmdet - INFO - Epoch [34][650/7330] lr: 1.000e-06, eta: 3:01:07, time: 0.488, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1227, s0.acc: 95.4316, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1989, s1.loss_cls: 0.0566, s1.acc: 95.8004, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1021, s2.loss_cls: 0.0282, s2.acc: 95.6849, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0485, loss: 0.9366 2022-06-16 14:44:49,571 - mmdet - INFO - Epoch [34][700/7330] lr: 1.000e-06, eta: 3:00:42, time: 0.506, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1263, s0.acc: 95.3027, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1998, s1.loss_cls: 0.0584, s1.acc: 95.6289, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1016, s2.loss_cls: 0.0292, s2.acc: 95.5150, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0482, loss: 0.9496 2022-06-16 14:45:13,925 - mmdet - INFO - Epoch [34][750/7330] lr: 1.000e-06, eta: 3:00:16, time: 0.487, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1214, s0.acc: 95.5815, s0.loss_bbox: 0.1955, s0.loss_mask: 0.2005, s1.loss_cls: 0.0548, s1.acc: 95.9496, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1034, s2.loss_cls: 0.0276, s2.acc: 95.9050, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0496, loss: 0.9238 2022-06-16 14:45:37,399 - mmdet - INFO - Epoch [34][800/7330] lr: 1.000e-06, eta: 2:59:50, time: 0.469, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1170, s0.acc: 95.7168, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1979, s1.loss_cls: 0.0538, s1.acc: 95.9777, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1006, s2.loss_cls: 0.0267, s2.acc: 95.8978, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0481, loss: 0.9105 2022-06-16 14:46:01,106 - mmdet - INFO - Epoch [34][850/7330] lr: 1.000e-06, eta: 2:59:25, time: 0.474, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1246, s0.acc: 95.4441, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2030, s1.loss_cls: 0.0559, s1.acc: 95.8302, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1047, s2.loss_cls: 0.0280, s2.acc: 95.6653, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0498, loss: 0.9560 2022-06-16 14:46:24,599 - mmdet - INFO - Epoch [34][900/7330] lr: 1.000e-06, eta: 2:58:59, time: 0.470, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1214, s0.acc: 95.5686, s0.loss_bbox: 0.2011, s0.loss_mask: 0.1961, s1.loss_cls: 0.0566, s1.acc: 95.8004, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1007, s2.loss_cls: 0.0282, s2.acc: 95.7183, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0480, loss: 0.9244 2022-06-16 14:46:48,676 - mmdet - INFO - Epoch [34][950/7330] lr: 1.000e-06, eta: 2:58:33, time: 0.482, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1204, s0.acc: 95.4541, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2028, s1.loss_cls: 0.0546, s1.acc: 95.7984, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1037, s2.loss_cls: 0.0275, s2.acc: 95.6651, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0493, loss: 0.9426 2022-06-16 14:47:12,393 - mmdet - INFO - Epoch [34][1000/7330] lr: 1.000e-06, eta: 2:58:08, time: 0.474, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1215, s0.acc: 95.6033, s0.loss_bbox: 0.1994, s0.loss_mask: 0.1988, s1.loss_cls: 0.0563, s1.acc: 95.8965, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1031, s2.loss_cls: 0.0277, s2.acc: 95.7880, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9298 2022-06-16 14:47:35,755 - mmdet - INFO - Epoch [34][1050/7330] lr: 1.000e-06, eta: 2:57:42, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1224, s0.acc: 95.5344, s0.loss_bbox: 0.2037, s0.loss_mask: 0.1986, s1.loss_cls: 0.0556, s1.acc: 95.8390, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1024, s2.loss_cls: 0.0280, s2.acc: 95.7490, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0491, loss: 0.9318 2022-06-16 14:47:59,190 - mmdet - INFO - Epoch [34][1100/7330] lr: 1.000e-06, eta: 2:57:16, time: 0.469, data_time: 0.013, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1278, s0.acc: 95.3191, s0.loss_bbox: 0.2072, s0.loss_mask: 0.1992, s1.loss_cls: 0.0583, s1.acc: 95.6467, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1025, s2.loss_cls: 0.0292, s2.acc: 95.5440, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0486, loss: 0.9527 2022-06-16 14:48:22,200 - mmdet - INFO - Epoch [34][1150/7330] lr: 1.000e-06, eta: 2:56:50, time: 0.460, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1225, s0.acc: 95.4607, s0.loss_bbox: 0.2043, s0.loss_mask: 0.1992, s1.loss_cls: 0.0556, s1.acc: 95.8052, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1019, s2.loss_cls: 0.0280, s2.acc: 95.7266, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0486, loss: 0.9396 2022-06-16 14:48:45,299 - mmdet - INFO - Epoch [34][1200/7330] lr: 1.000e-06, eta: 2:56:25, time: 0.462, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1212, s0.acc: 95.5432, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1987, s1.loss_cls: 0.0557, s1.acc: 95.8043, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1024, s2.loss_cls: 0.0274, s2.acc: 95.7172, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0485, loss: 0.9302 2022-06-16 14:49:09,014 - mmdet - INFO - Epoch [34][1250/7330] lr: 1.000e-06, eta: 2:55:59, time: 0.474, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1219, s0.acc: 95.4395, s0.loss_bbox: 0.2051, s0.loss_mask: 0.1971, s1.loss_cls: 0.0559, s1.acc: 95.7656, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1011, s2.loss_cls: 0.0282, s2.acc: 95.6686, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0480, loss: 0.9327 2022-06-16 14:49:32,799 - mmdet - INFO - Epoch [34][1300/7330] lr: 1.000e-06, eta: 2:55:33, time: 0.476, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1255, s0.acc: 95.4119, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2017, s1.loss_cls: 0.0578, s1.acc: 95.7293, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1036, s2.loss_cls: 0.0286, s2.acc: 95.6302, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0496, loss: 0.9526 2022-06-16 14:49:55,697 - mmdet - INFO - Epoch [34][1350/7330] lr: 1.000e-06, eta: 2:55:07, time: 0.458, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1224, s0.acc: 95.4905, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1974, s1.loss_cls: 0.0558, s1.acc: 95.7748, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1026, s2.loss_cls: 0.0278, s2.acc: 95.6874, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0492, loss: 0.9306 2022-06-16 14:50:18,942 - mmdet - INFO - Epoch [34][1400/7330] lr: 1.000e-06, eta: 2:54:42, time: 0.463, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1211, s0.acc: 95.5586, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1990, s1.loss_cls: 0.0552, s1.acc: 95.8620, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1025, s2.loss_cls: 0.0274, s2.acc: 95.8000, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0489, loss: 0.9333 2022-06-16 14:50:42,457 - mmdet - INFO - Epoch [34][1450/7330] lr: 1.000e-06, eta: 2:54:16, time: 0.473, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1231, s0.acc: 95.5452, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2042, s1.loss_cls: 0.0565, s1.acc: 95.8529, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1049, s2.loss_cls: 0.0284, s2.acc: 95.6702, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0501, loss: 0.9468 2022-06-16 14:51:05,772 - mmdet - INFO - Epoch [34][1500/7330] lr: 1.000e-06, eta: 2:53:50, time: 0.466, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1159, s0.acc: 95.7888, s0.loss_bbox: 0.1936, s0.loss_mask: 0.1954, s1.loss_cls: 0.0527, s1.acc: 96.0627, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1003, s2.loss_cls: 0.0261, s2.acc: 96.0374, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0481, loss: 0.8973 2022-06-16 14:51:29,512 - mmdet - INFO - Epoch [34][1550/7330] lr: 1.000e-06, eta: 2:53:25, time: 0.475, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1196, s0.acc: 95.6541, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1991, s1.loss_cls: 0.0542, s1.acc: 96.0007, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1027, s2.loss_cls: 0.0271, s2.acc: 95.9646, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0492, loss: 0.9251 2022-06-16 14:51:53,388 - mmdet - INFO - Epoch [34][1600/7330] lr: 1.000e-06, eta: 2:52:59, time: 0.477, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1161, s0.acc: 95.7476, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1955, s1.loss_cls: 0.0536, s1.acc: 95.9948, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1008, s2.loss_cls: 0.0269, s2.acc: 95.8443, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0481, loss: 0.9118 2022-06-16 14:52:17,117 - mmdet - INFO - Epoch [34][1650/7330] lr: 1.000e-06, eta: 2:52:33, time: 0.475, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1168, s0.acc: 95.6960, s0.loss_bbox: 0.1947, s0.loss_mask: 0.1972, s1.loss_cls: 0.0535, s1.acc: 96.0251, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1016, s2.loss_cls: 0.0268, s2.acc: 95.9092, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0483, loss: 0.9065 2022-06-16 14:52:41,274 - mmdet - INFO - Epoch [34][1700/7330] lr: 1.000e-06, eta: 2:52:08, time: 0.483, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1199, s0.acc: 95.5422, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2034, s1.loss_cls: 0.0544, s1.acc: 95.8646, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1047, s2.loss_cls: 0.0274, s2.acc: 95.7269, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0499, loss: 0.9353 2022-06-16 14:53:05,144 - mmdet - INFO - Epoch [34][1750/7330] lr: 1.000e-06, eta: 2:51:42, time: 0.477, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1232, s0.acc: 95.4304, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2024, s1.loss_cls: 0.0555, s1.acc: 95.7856, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1037, s2.loss_cls: 0.0281, s2.acc: 95.6157, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0494, loss: 0.9491 2022-06-16 14:53:28,990 - mmdet - INFO - Epoch [34][1800/7330] lr: 1.000e-06, eta: 2:51:16, time: 0.477, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1188, s0.acc: 95.6262, s0.loss_bbox: 0.2034, s0.loss_mask: 0.1997, s1.loss_cls: 0.0540, s1.acc: 95.9565, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1021, s2.loss_cls: 0.0278, s2.acc: 95.7405, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0485, loss: 0.9271 2022-06-16 14:53:51,922 - mmdet - INFO - Epoch [34][1850/7330] lr: 1.000e-06, eta: 2:50:51, time: 0.458, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1109, s0.acc: 95.8220, s0.loss_bbox: 0.1949, s0.loss_mask: 0.1970, s1.loss_cls: 0.0503, s1.acc: 96.1534, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1024, s2.loss_cls: 0.0253, s2.acc: 96.0844, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0487, loss: 0.8985 2022-06-16 14:54:15,207 - mmdet - INFO - Epoch [34][1900/7330] lr: 1.000e-06, eta: 2:50:25, time: 0.466, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1165, s0.acc: 95.6926, s0.loss_bbox: 0.1913, s0.loss_mask: 0.1954, s1.loss_cls: 0.0532, s1.acc: 95.9739, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1015, s2.loss_cls: 0.0264, s2.acc: 95.9225, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0485, loss: 0.8982 2022-06-16 14:54:38,755 - mmdet - INFO - Epoch [34][1950/7330] lr: 1.000e-06, eta: 2:49:59, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1181, s0.acc: 95.6060, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2004, s1.loss_cls: 0.0540, s1.acc: 95.9388, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1033, s2.loss_cls: 0.0271, s2.acc: 95.8309, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0492, loss: 0.9256 2022-06-16 14:55:02,422 - mmdet - INFO - Epoch [34][2000/7330] lr: 1.000e-06, eta: 2:49:34, time: 0.473, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1232, s0.acc: 95.4907, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2002, s1.loss_cls: 0.0554, s1.acc: 95.8957, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1025, s2.loss_cls: 0.0282, s2.acc: 95.7039, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0491, loss: 0.9339 2022-06-16 14:55:26,455 - mmdet - INFO - Epoch [34][2050/7330] lr: 1.000e-06, eta: 2:49:08, time: 0.481, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1256, s0.acc: 95.3735, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2010, s1.loss_cls: 0.0562, s1.acc: 95.7814, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1027, s2.loss_cls: 0.0283, s2.acc: 95.6344, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0489, loss: 0.9435 2022-06-16 14:55:50,379 - mmdet - INFO - Epoch [34][2100/7330] lr: 1.000e-06, eta: 2:48:42, time: 0.478, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1208, s0.acc: 95.5776, s0.loss_bbox: 0.1989, s0.loss_mask: 0.1984, s1.loss_cls: 0.0548, s1.acc: 95.8870, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1020, s2.loss_cls: 0.0278, s2.acc: 95.7605, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0484, loss: 0.9211 2022-06-16 14:56:13,741 - mmdet - INFO - Epoch [34][2150/7330] lr: 1.000e-06, eta: 2:48:17, time: 0.468, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1223, s0.acc: 95.5349, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1960, s1.loss_cls: 0.0572, s1.acc: 95.8127, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1016, s2.loss_cls: 0.0281, s2.acc: 95.6942, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0485, loss: 0.9255 2022-06-16 14:56:36,417 - mmdet - INFO - Epoch [34][2200/7330] lr: 1.000e-06, eta: 2:47:51, time: 0.454, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1152, s0.acc: 95.7903, s0.loss_bbox: 0.1947, s0.loss_mask: 0.1980, s1.loss_cls: 0.0526, s1.acc: 96.0683, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1021, s2.loss_cls: 0.0260, s2.acc: 96.0381, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0484, loss: 0.9039 2022-06-16 14:56:59,506 - mmdet - INFO - Epoch [34][2250/7330] lr: 1.000e-06, eta: 2:47:25, time: 0.461, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1256, s0.acc: 95.3516, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1992, s1.loss_cls: 0.0576, s1.acc: 95.6210, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1027, s2.loss_cls: 0.0286, s2.acc: 95.5342, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0490, loss: 0.9404 2022-06-16 14:57:22,369 - mmdet - INFO - Epoch [34][2300/7330] lr: 1.000e-06, eta: 2:46:59, time: 0.458, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1214, s0.acc: 95.6250, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2032, s1.loss_cls: 0.0560, s1.acc: 95.9068, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1041, s2.loss_cls: 0.0283, s2.acc: 95.7354, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0494, loss: 0.9368 2022-06-16 14:57:45,217 - mmdet - INFO - Epoch [34][2350/7330] lr: 1.000e-06, eta: 2:46:34, time: 0.457, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1206, s0.acc: 95.6228, s0.loss_bbox: 0.2000, s0.loss_mask: 0.1967, s1.loss_cls: 0.0555, s1.acc: 95.9443, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1009, s2.loss_cls: 0.0279, s2.acc: 95.6695, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0482, loss: 0.9243 2022-06-16 14:58:08,422 - mmdet - INFO - Epoch [34][2400/7330] lr: 1.000e-06, eta: 2:46:08, time: 0.464, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1164, s0.acc: 95.6406, s0.loss_bbox: 0.1927, s0.loss_mask: 0.1950, s1.loss_cls: 0.0538, s1.acc: 95.9889, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1018, s2.loss_cls: 0.0271, s2.acc: 95.9042, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0488, loss: 0.9025 2022-06-16 14:58:31,485 - mmdet - INFO - Epoch [34][2450/7330] lr: 1.000e-06, eta: 2:45:42, time: 0.461, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1143, s0.acc: 95.7505, s0.loss_bbox: 0.1961, s0.loss_mask: 0.1959, s1.loss_cls: 0.0525, s1.acc: 95.9793, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1017, s2.loss_cls: 0.0268, s2.acc: 95.8445, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0485, loss: 0.9058 2022-06-16 14:58:54,419 - mmdet - INFO - Epoch [34][2500/7330] lr: 1.000e-06, eta: 2:45:16, time: 0.459, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1153, s0.acc: 95.7781, s0.loss_bbox: 0.1947, s0.loss_mask: 0.1945, s1.loss_cls: 0.0522, s1.acc: 96.1065, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0992, s2.loss_cls: 0.0259, s2.acc: 96.0541, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0475, loss: 0.8975 2022-06-16 14:59:17,656 - mmdet - INFO - Epoch [34][2550/7330] lr: 1.000e-06, eta: 2:44:51, time: 0.464, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1183, s0.acc: 95.6243, s0.loss_bbox: 0.1941, s0.loss_mask: 0.1938, s1.loss_cls: 0.0536, s1.acc: 95.9629, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0998, s2.loss_cls: 0.0266, s2.acc: 95.9020, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0477, loss: 0.9022 2022-06-16 14:59:41,747 - mmdet - INFO - Epoch [34][2600/7330] lr: 1.000e-06, eta: 2:44:25, time: 0.482, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1221, s0.acc: 95.5037, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2030, s1.loss_cls: 0.0556, s1.acc: 95.7944, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1043, s2.loss_cls: 0.0281, s2.acc: 95.5998, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0498, loss: 0.9478 2022-06-16 15:00:05,405 - mmdet - INFO - Epoch [34][2650/7330] lr: 1.000e-06, eta: 2:43:59, time: 0.474, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1145, s0.acc: 95.7627, s0.loss_bbox: 0.1945, s0.loss_mask: 0.1958, s1.loss_cls: 0.0522, s1.acc: 96.0551, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1006, s2.loss_cls: 0.0260, s2.acc: 96.0145, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0481, loss: 0.9019 2022-06-16 15:00:28,829 - mmdet - INFO - Epoch [34][2700/7330] lr: 1.000e-06, eta: 2:43:34, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1187, s0.acc: 95.6045, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1987, s1.loss_cls: 0.0541, s1.acc: 95.8779, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1023, s2.loss_cls: 0.0274, s2.acc: 95.7843, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0487, loss: 0.9285 2022-06-16 15:00:51,893 - mmdet - INFO - Epoch [34][2750/7330] lr: 1.000e-06, eta: 2:43:08, time: 0.465, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1235, s0.acc: 95.4673, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2046, s1.loss_cls: 0.0562, s1.acc: 95.7617, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1043, s2.loss_cls: 0.0284, s2.acc: 95.5777, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0498, loss: 0.9553 2022-06-16 15:01:15,094 - mmdet - INFO - Epoch [34][2800/7330] lr: 1.000e-06, eta: 2:42:42, time: 0.464, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1187, s0.acc: 95.5498, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1955, s1.loss_cls: 0.0535, s1.acc: 95.9555, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1007, s2.loss_cls: 0.0268, s2.acc: 95.8335, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0483, loss: 0.9195 2022-06-16 15:01:37,977 - mmdet - INFO - Epoch [34][2850/7330] lr: 1.000e-06, eta: 2:42:17, time: 0.458, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1238, s0.acc: 95.4563, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1992, s1.loss_cls: 0.0567, s1.acc: 95.7637, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1021, s2.loss_cls: 0.0284, s2.acc: 95.5690, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0486, loss: 0.9314 2022-06-16 15:02:00,893 - mmdet - INFO - Epoch [34][2900/7330] lr: 1.000e-06, eta: 2:41:51, time: 0.458, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1271, s0.acc: 95.2505, s0.loss_bbox: 0.2079, s0.loss_mask: 0.1995, s1.loss_cls: 0.0582, s1.acc: 95.5480, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1027, s2.loss_cls: 0.0297, s2.acc: 95.4668, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0490, loss: 0.9543 2022-06-16 15:02:24,292 - mmdet - INFO - Epoch [34][2950/7330] lr: 1.000e-06, eta: 2:41:25, time: 0.468, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1124, s0.acc: 95.8098, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1944, s1.loss_cls: 0.0513, s1.acc: 96.1528, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1009, s2.loss_cls: 0.0261, s2.acc: 95.9090, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0482, loss: 0.9021 2022-06-16 15:02:47,085 - mmdet - INFO - Epoch [34][3000/7330] lr: 1.000e-06, eta: 2:40:59, time: 0.456, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1225, s0.acc: 95.4937, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2009, s1.loss_cls: 0.0569, s1.acc: 95.7624, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1034, s2.loss_cls: 0.0286, s2.acc: 95.6214, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9379 2022-06-16 15:03:09,599 - mmdet - INFO - Epoch [34][3050/7330] lr: 1.000e-06, eta: 2:40:34, time: 0.450, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1155, s0.acc: 95.6643, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1974, s1.loss_cls: 0.0533, s1.acc: 95.9930, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1017, s2.loss_cls: 0.0268, s2.acc: 95.8126, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0485, loss: 0.9203 2022-06-16 15:03:32,341 - mmdet - INFO - Epoch [34][3100/7330] lr: 1.000e-06, eta: 2:40:08, time: 0.455, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1186, s0.acc: 95.5676, s0.loss_bbox: 0.2050, s0.loss_mask: 0.1996, s1.loss_cls: 0.0537, s1.acc: 95.9146, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1029, s2.loss_cls: 0.0275, s2.acc: 95.6614, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0489, loss: 0.9320 2022-06-16 15:03:55,210 - mmdet - INFO - Epoch [34][3150/7330] lr: 1.000e-06, eta: 2:39:42, time: 0.457, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1196, s0.acc: 95.5901, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2006, s1.loss_cls: 0.0545, s1.acc: 95.8754, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1031, s2.loss_cls: 0.0274, s2.acc: 95.7321, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0491, loss: 0.9298 2022-06-16 15:04:18,202 - mmdet - INFO - Epoch [34][3200/7330] lr: 1.000e-06, eta: 2:39:17, time: 0.460, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1243, s0.acc: 95.4119, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2031, s1.loss_cls: 0.0566, s1.acc: 95.7716, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1046, s2.loss_cls: 0.0284, s2.acc: 95.6707, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0499, loss: 0.9521 2022-06-16 15:04:41,502 - mmdet - INFO - Epoch [34][3250/7330] lr: 1.000e-06, eta: 2:38:51, time: 0.466, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1231, s0.acc: 95.5332, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1994, s1.loss_cls: 0.0561, s1.acc: 95.7818, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1025, s2.loss_cls: 0.0280, s2.acc: 95.6812, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0493, loss: 0.9383 2022-06-16 15:05:04,822 - mmdet - INFO - Epoch [34][3300/7330] lr: 1.000e-06, eta: 2:38:25, time: 0.466, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1176, s0.acc: 95.6782, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1979, s1.loss_cls: 0.0543, s1.acc: 95.9680, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1004, s2.loss_cls: 0.0268, s2.acc: 95.9257, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0476, loss: 0.9114 2022-06-16 15:05:28,098 - mmdet - INFO - Epoch [34][3350/7330] lr: 1.000e-06, eta: 2:38:00, time: 0.466, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1233, s0.acc: 95.4026, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2001, s1.loss_cls: 0.0560, s1.acc: 95.6579, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1022, s2.loss_cls: 0.0281, s2.acc: 95.6309, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0486, loss: 0.9528 2022-06-16 15:05:51,370 - mmdet - INFO - Epoch [34][3400/7330] lr: 1.000e-06, eta: 2:37:34, time: 0.466, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1310, s0.acc: 95.1843, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2024, s1.loss_cls: 0.0601, s1.acc: 95.5719, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1037, s2.loss_cls: 0.0302, s2.acc: 95.3168, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0490, loss: 0.9750 2022-06-16 15:06:13,872 - mmdet - INFO - Epoch [34][3450/7330] lr: 1.000e-06, eta: 2:37:08, time: 0.450, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1234, s0.acc: 95.4993, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2018, s1.loss_cls: 0.0561, s1.acc: 95.8396, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1037, s2.loss_cls: 0.0281, s2.acc: 95.6825, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0494, loss: 0.9491 2022-06-16 15:06:36,889 - mmdet - INFO - Epoch [34][3500/7330] lr: 1.000e-06, eta: 2:36:42, time: 0.460, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1221, s0.acc: 95.4883, s0.loss_bbox: 0.1960, s0.loss_mask: 0.1946, s1.loss_cls: 0.0562, s1.acc: 95.7868, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1002, s2.loss_cls: 0.0282, s2.acc: 95.6871, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0476, loss: 0.9149 2022-06-16 15:06:59,629 - mmdet - INFO - Epoch [34][3550/7330] lr: 1.000e-06, eta: 2:36:17, time: 0.454, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1242, s0.acc: 95.3342, s0.loss_bbox: 0.2045, s0.loss_mask: 0.1968, s1.loss_cls: 0.0573, s1.acc: 95.6560, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1009, s2.loss_cls: 0.0287, s2.acc: 95.4896, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0481, loss: 0.9382 2022-06-16 15:07:22,633 - mmdet - INFO - Epoch [34][3600/7330] lr: 1.000e-06, eta: 2:35:51, time: 0.461, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1284, s0.acc: 95.2656, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2031, s1.loss_cls: 0.0595, s1.acc: 95.5283, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1038, s2.loss_cls: 0.0299, s2.acc: 95.3210, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0497, loss: 0.9723 2022-06-16 15:07:45,393 - mmdet - INFO - Epoch [34][3650/7330] lr: 1.000e-06, eta: 2:35:25, time: 0.455, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1180, s0.acc: 95.6355, s0.loss_bbox: 0.1922, s0.loss_mask: 0.1983, s1.loss_cls: 0.0536, s1.acc: 95.9437, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1017, s2.loss_cls: 0.0274, s2.acc: 95.7707, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0484, loss: 0.9069 2022-06-16 15:08:08,388 - mmdet - INFO - Epoch [34][3700/7330] lr: 1.000e-06, eta: 2:35:00, time: 0.460, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1183, s0.acc: 95.6492, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1985, s1.loss_cls: 0.0545, s1.acc: 95.9357, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1026, s2.loss_cls: 0.0274, s2.acc: 95.8683, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0489, loss: 0.9250 2022-06-16 15:08:31,499 - mmdet - INFO - Epoch [34][3750/7330] lr: 1.000e-06, eta: 2:34:34, time: 0.462, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1187, s0.acc: 95.6477, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2054, s1.loss_cls: 0.0541, s1.acc: 95.9209, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1055, s2.loss_cls: 0.0274, s2.acc: 95.7151, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0502, loss: 0.9373 2022-06-16 15:08:55,455 - mmdet - INFO - Epoch [34][3800/7330] lr: 1.000e-06, eta: 2:34:08, time: 0.479, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1210, s0.acc: 95.4873, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1968, s1.loss_cls: 0.0559, s1.acc: 95.7419, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1025, s2.loss_cls: 0.0282, s2.acc: 95.6853, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0490, loss: 0.9254 2022-06-16 15:09:18,914 - mmdet - INFO - Epoch [34][3850/7330] lr: 1.000e-06, eta: 2:33:43, time: 0.469, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1262, s0.acc: 95.3923, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2048, s1.loss_cls: 0.0576, s1.acc: 95.6040, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1045, s2.loss_cls: 0.0285, s2.acc: 95.5504, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0501, loss: 0.9557 2022-06-16 15:09:42,389 - mmdet - INFO - Epoch [34][3900/7330] lr: 1.000e-06, eta: 2:33:17, time: 0.469, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1169, s0.acc: 95.6433, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1986, s1.loss_cls: 0.0536, s1.acc: 95.9568, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1013, s2.loss_cls: 0.0272, s2.acc: 95.7978, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0480, loss: 0.9190 2022-06-16 15:10:05,294 - mmdet - INFO - Epoch [34][3950/7330] lr: 1.000e-06, eta: 2:32:51, time: 0.458, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1167, s0.acc: 95.6804, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1983, s1.loss_cls: 0.0533, s1.acc: 96.0898, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1012, s2.loss_cls: 0.0263, s2.acc: 96.0711, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0486, loss: 0.9168 2022-06-16 15:10:28,026 - mmdet - INFO - Epoch [34][4000/7330] lr: 1.000e-06, eta: 2:32:26, time: 0.455, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1141, s0.acc: 95.7878, s0.loss_bbox: 0.1939, s0.loss_mask: 0.1982, s1.loss_cls: 0.0521, s1.acc: 96.1079, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1022, s2.loss_cls: 0.0267, s2.acc: 95.9829, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0491, loss: 0.9038 2022-06-16 15:10:51,737 - mmdet - INFO - Epoch [34][4050/7330] lr: 1.000e-06, eta: 2:32:00, time: 0.474, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1240, s0.acc: 95.3953, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2041, s1.loss_cls: 0.0566, s1.acc: 95.7397, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1047, s2.loss_cls: 0.0287, s2.acc: 95.5034, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0498, loss: 0.9520 2022-06-16 15:11:15,083 - mmdet - INFO - Epoch [34][4100/7330] lr: 1.000e-06, eta: 2:31:34, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1191, s0.acc: 95.6619, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2012, s1.loss_cls: 0.0546, s1.acc: 95.9335, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1027, s2.loss_cls: 0.0277, s2.acc: 95.7872, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0489, loss: 0.9336 2022-06-16 15:11:37,854 - mmdet - INFO - Epoch [34][4150/7330] lr: 1.000e-06, eta: 2:31:09, time: 0.455, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1087, s0.acc: 95.9844, s0.loss_bbox: 0.1914, s0.loss_mask: 0.1974, s1.loss_cls: 0.0496, s1.acc: 96.2652, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1019, s2.loss_cls: 0.0250, s2.acc: 96.1439, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0485, loss: 0.8891 2022-06-16 15:12:01,770 - mmdet - INFO - Epoch [34][4200/7330] lr: 1.000e-06, eta: 2:30:43, time: 0.479, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1279, s0.acc: 95.3738, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1982, s1.loss_cls: 0.0579, s1.acc: 95.6944, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1011, s2.loss_cls: 0.0292, s2.acc: 95.5701, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0481, loss: 0.9486 2022-06-16 15:12:25,618 - mmdet - INFO - Epoch [34][4250/7330] lr: 1.000e-06, eta: 2:30:17, time: 0.477, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1215, s0.acc: 95.5049, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1967, s1.loss_cls: 0.0555, s1.acc: 95.7792, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1022, s2.loss_cls: 0.0276, s2.acc: 95.6456, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0486, loss: 0.9326 2022-06-16 15:12:48,917 - mmdet - INFO - Epoch [34][4300/7330] lr: 1.000e-06, eta: 2:29:52, time: 0.466, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1207, s0.acc: 95.5100, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2008, s1.loss_cls: 0.0545, s1.acc: 95.8558, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1028, s2.loss_cls: 0.0275, s2.acc: 95.7445, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0488, loss: 0.9401 2022-06-16 15:13:12,078 - mmdet - INFO - Epoch [34][4350/7330] lr: 1.000e-06, eta: 2:29:26, time: 0.462, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1276, s0.acc: 95.1941, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2028, s1.loss_cls: 0.0581, s1.acc: 95.5525, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1045, s2.loss_cls: 0.0294, s2.acc: 95.2972, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0495, loss: 0.9767 2022-06-16 15:13:35,683 - mmdet - INFO - Epoch [34][4400/7330] lr: 1.000e-06, eta: 2:29:01, time: 0.473, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1231, s0.acc: 95.4712, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1994, s1.loss_cls: 0.0558, s1.acc: 95.7900, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1026, s2.loss_cls: 0.0278, s2.acc: 95.7512, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0487, loss: 0.9358 2022-06-16 15:13:59,395 - mmdet - INFO - Epoch [34][4450/7330] lr: 1.000e-06, eta: 2:28:35, time: 0.474, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1254, s0.acc: 95.4861, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1976, s1.loss_cls: 0.0564, s1.acc: 95.8279, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1015, s2.loss_cls: 0.0281, s2.acc: 95.6657, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0485, loss: 0.9452 2022-06-16 15:14:23,202 - mmdet - INFO - Epoch [34][4500/7330] lr: 1.000e-06, eta: 2:28:09, time: 0.476, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1179, s0.acc: 95.7183, s0.loss_bbox: 0.1982, s0.loss_mask: 0.1970, s1.loss_cls: 0.0526, s1.acc: 96.1103, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1013, s2.loss_cls: 0.0262, s2.acc: 96.0458, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0482, loss: 0.9118 2022-06-16 15:14:47,001 - mmdet - INFO - Epoch [34][4550/7330] lr: 1.000e-06, eta: 2:27:44, time: 0.476, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1225, s0.acc: 95.5322, s0.loss_bbox: 0.2085, s0.loss_mask: 0.1965, s1.loss_cls: 0.0558, s1.acc: 95.8661, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1014, s2.loss_cls: 0.0276, s2.acc: 95.7670, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0486, loss: 0.9396 2022-06-16 15:15:09,989 - mmdet - INFO - Epoch [34][4600/7330] lr: 1.000e-06, eta: 2:27:18, time: 0.460, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1154, s0.acc: 95.7947, s0.loss_bbox: 0.1908, s0.loss_mask: 0.1949, s1.loss_cls: 0.0526, s1.acc: 96.0947, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1008, s2.loss_cls: 0.0266, s2.acc: 95.9575, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0480, loss: 0.8950 2022-06-16 15:15:33,378 - mmdet - INFO - Epoch [34][4650/7330] lr: 1.000e-06, eta: 2:26:53, time: 0.468, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1110, s0.acc: 95.9241, s0.loss_bbox: 0.1863, s0.loss_mask: 0.1894, s1.loss_cls: 0.0505, s1.acc: 96.2534, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0980, s2.loss_cls: 0.0252, s2.acc: 96.1836, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0470, loss: 0.8712 2022-06-16 15:15:56,944 - mmdet - INFO - Epoch [34][4700/7330] lr: 1.000e-06, eta: 2:26:27, time: 0.471, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1168, s0.acc: 95.6978, s0.loss_bbox: 0.1958, s0.loss_mask: 0.1952, s1.loss_cls: 0.0540, s1.acc: 95.9801, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1014, s2.loss_cls: 0.0271, s2.acc: 95.8305, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0484, loss: 0.9108 2022-06-16 15:16:21,009 - mmdet - INFO - Epoch [34][4750/7330] lr: 1.000e-06, eta: 2:26:01, time: 0.481, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1253, s0.acc: 95.4089, s0.loss_bbox: 0.2054, s0.loss_mask: 0.1964, s1.loss_cls: 0.0569, s1.acc: 95.7586, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1013, s2.loss_cls: 0.0286, s2.acc: 95.6406, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0482, loss: 0.9411 2022-06-16 15:16:44,740 - mmdet - INFO - Epoch [34][4800/7330] lr: 1.000e-06, eta: 2:25:36, time: 0.475, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1228, s0.acc: 95.5146, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2029, s1.loss_cls: 0.0555, s1.acc: 95.8554, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1032, s2.loss_cls: 0.0279, s2.acc: 95.7598, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0490, loss: 0.9484 2022-06-16 15:17:08,545 - mmdet - INFO - Epoch [34][4850/7330] lr: 1.000e-06, eta: 2:25:10, time: 0.476, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1236, s0.acc: 95.3384, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2040, s1.loss_cls: 0.0574, s1.acc: 95.5471, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1050, s2.loss_cls: 0.0292, s2.acc: 95.3831, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0497, loss: 0.9611 2022-06-16 15:17:31,511 - mmdet - INFO - Epoch [34][4900/7330] lr: 1.000e-06, eta: 2:24:45, time: 0.459, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1180, s0.acc: 95.5964, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1953, s1.loss_cls: 0.0534, s1.acc: 95.9561, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1007, s2.loss_cls: 0.0269, s2.acc: 95.8873, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0482, loss: 0.9147 2022-06-16 15:17:54,070 - mmdet - INFO - Epoch [34][4950/7330] lr: 1.000e-06, eta: 2:24:19, time: 0.451, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1101, s0.acc: 95.9438, s0.loss_bbox: 0.1890, s0.loss_mask: 0.1895, s1.loss_cls: 0.0500, s1.acc: 96.2283, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0986, s2.loss_cls: 0.0254, s2.acc: 96.1632, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0471, loss: 0.8739 2022-06-16 15:18:17,201 - mmdet - INFO - Epoch [34][5000/7330] lr: 1.000e-06, eta: 2:23:53, time: 0.463, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1161, s0.acc: 95.6543, s0.loss_bbox: 0.1973, s0.loss_mask: 0.1956, s1.loss_cls: 0.0524, s1.acc: 96.0318, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1010, s2.loss_cls: 0.0262, s2.acc: 95.8923, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0483, loss: 0.9083 2022-06-16 15:18:40,036 - mmdet - INFO - Epoch [34][5050/7330] lr: 1.000e-06, eta: 2:23:28, time: 0.457, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1213, s0.acc: 95.5752, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1975, s1.loss_cls: 0.0561, s1.acc: 95.7796, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1018, s2.loss_cls: 0.0282, s2.acc: 95.6464, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0484, loss: 0.9317 2022-06-16 15:19:03,217 - mmdet - INFO - Epoch [34][5100/7330] lr: 1.000e-06, eta: 2:23:02, time: 0.463, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1262, s0.acc: 95.4082, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2026, s1.loss_cls: 0.0573, s1.acc: 95.7078, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1039, s2.loss_cls: 0.0286, s2.acc: 95.6682, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0494, loss: 0.9567 2022-06-16 15:19:26,699 - mmdet - INFO - Epoch [34][5150/7330] lr: 1.000e-06, eta: 2:22:36, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1217, s0.acc: 95.4343, s0.loss_bbox: 0.2075, s0.loss_mask: 0.1999, s1.loss_cls: 0.0557, s1.acc: 95.7113, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1024, s2.loss_cls: 0.0281, s2.acc: 95.5881, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0487, loss: 0.9415 2022-06-16 15:19:49,968 - mmdet - INFO - Epoch [34][5200/7330] lr: 1.000e-06, eta: 2:22:11, time: 0.465, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1233, s0.acc: 95.5046, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2024, s1.loss_cls: 0.0567, s1.acc: 95.7328, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1038, s2.loss_cls: 0.0282, s2.acc: 95.7234, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0494, loss: 0.9423 2022-06-16 15:20:12,951 - mmdet - INFO - Epoch [34][5250/7330] lr: 1.000e-06, eta: 2:21:45, time: 0.460, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1185, s0.acc: 95.6216, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2057, s1.loss_cls: 0.0536, s1.acc: 95.9601, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1059, s2.loss_cls: 0.0267, s2.acc: 95.8780, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0507, loss: 0.9428 2022-06-16 15:20:36,318 - mmdet - INFO - Epoch [34][5300/7330] lr: 1.000e-06, eta: 2:21:19, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1181, s0.acc: 95.6274, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1996, s1.loss_cls: 0.0541, s1.acc: 95.9171, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1025, s2.loss_cls: 0.0274, s2.acc: 95.7457, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0488, loss: 0.9203 2022-06-16 15:20:59,119 - mmdet - INFO - Epoch [34][5350/7330] lr: 1.000e-06, eta: 2:20:54, time: 0.456, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1235, s0.acc: 95.5032, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2026, s1.loss_cls: 0.0558, s1.acc: 95.9319, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1038, s2.loss_cls: 0.0278, s2.acc: 95.7753, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0492, loss: 0.9415 2022-06-16 15:21:22,001 - mmdet - INFO - Epoch [34][5400/7330] lr: 1.000e-06, eta: 2:20:28, time: 0.457, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1221, s0.acc: 95.4460, s0.loss_bbox: 0.2118, s0.loss_mask: 0.1984, s1.loss_cls: 0.0566, s1.acc: 95.6986, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1021, s2.loss_cls: 0.0288, s2.acc: 95.4544, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0485, loss: 0.9484 2022-06-16 15:21:44,894 - mmdet - INFO - Epoch [34][5450/7330] lr: 1.000e-06, eta: 2:20:02, time: 0.458, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1194, s0.acc: 95.5750, s0.loss_bbox: 0.1990, s0.loss_mask: 0.1992, s1.loss_cls: 0.0542, s1.acc: 95.9200, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1016, s2.loss_cls: 0.0272, s2.acc: 95.8055, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0489, loss: 0.9216 2022-06-16 15:22:08,000 - mmdet - INFO - Epoch [34][5500/7330] lr: 1.000e-06, eta: 2:19:37, time: 0.462, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1218, s0.acc: 95.5632, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2005, s1.loss_cls: 0.0553, s1.acc: 95.8207, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1024, s2.loss_cls: 0.0280, s2.acc: 95.6786, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0486, loss: 0.9314 2022-06-16 15:22:31,136 - mmdet - INFO - Epoch [34][5550/7330] lr: 1.000e-06, eta: 2:19:11, time: 0.463, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1186, s0.acc: 95.5923, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1958, s1.loss_cls: 0.0535, s1.acc: 95.9384, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1001, s2.loss_cls: 0.0267, s2.acc: 95.8423, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0477, loss: 0.9176 2022-06-16 15:22:54,469 - mmdet - INFO - Epoch [34][5600/7330] lr: 1.000e-06, eta: 2:18:46, time: 0.466, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1227, s0.acc: 95.4182, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1973, s1.loss_cls: 0.0566, s1.acc: 95.6775, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1017, s2.loss_cls: 0.0279, s2.acc: 95.7091, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0483, loss: 0.9437 2022-06-16 15:23:17,513 - mmdet - INFO - Epoch [34][5650/7330] lr: 1.000e-06, eta: 2:18:20, time: 0.461, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1239, s0.acc: 95.4246, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2014, s1.loss_cls: 0.0560, s1.acc: 95.7772, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1037, s2.loss_cls: 0.0278, s2.acc: 95.6586, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0493, loss: 0.9424 2022-06-16 15:23:41,242 - mmdet - INFO - Epoch [34][5700/7330] lr: 1.000e-06, eta: 2:17:54, time: 0.475, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1202, s0.acc: 95.6270, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1977, s1.loss_cls: 0.0544, s1.acc: 95.9604, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1031, s2.loss_cls: 0.0272, s2.acc: 95.8041, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0493, loss: 0.9309 2022-06-16 15:24:04,875 - mmdet - INFO - Epoch [34][5750/7330] lr: 1.000e-06, eta: 2:17:29, time: 0.472, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1135, s0.acc: 95.7803, s0.loss_bbox: 0.1961, s0.loss_mask: 0.1973, s1.loss_cls: 0.0519, s1.acc: 96.1290, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1018, s2.loss_cls: 0.0264, s2.acc: 96.0159, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0484, loss: 0.9060 2022-06-16 15:24:28,450 - mmdet - INFO - Epoch [34][5800/7330] lr: 1.000e-06, eta: 2:17:03, time: 0.472, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1274, s0.acc: 95.3770, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1979, s1.loss_cls: 0.0586, s1.acc: 95.6510, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1015, s2.loss_cls: 0.0296, s2.acc: 95.4517, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0484, loss: 0.9468 2022-06-16 15:24:52,461 - mmdet - INFO - Epoch [34][5850/7330] lr: 1.000e-06, eta: 2:16:38, time: 0.480, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1202, s0.acc: 95.5771, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2011, s1.loss_cls: 0.0559, s1.acc: 95.8190, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1030, s2.loss_cls: 0.0282, s2.acc: 95.6035, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0489, loss: 0.9298 2022-06-16 15:25:15,943 - mmdet - INFO - Epoch [34][5900/7330] lr: 1.000e-06, eta: 2:16:12, time: 0.470, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1220, s0.acc: 95.5564, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2010, s1.loss_cls: 0.0559, s1.acc: 95.8743, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1032, s2.loss_cls: 0.0275, s2.acc: 95.8323, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0491, loss: 0.9403 2022-06-16 15:25:39,732 - mmdet - INFO - Epoch [34][5950/7330] lr: 1.000e-06, eta: 2:15:47, time: 0.476, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1224, s0.acc: 95.5647, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1973, s1.loss_cls: 0.0561, s1.acc: 95.9389, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1015, s2.loss_cls: 0.0282, s2.acc: 95.7287, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0484, loss: 0.9340 2022-06-16 15:26:03,456 - mmdet - INFO - Epoch [34][6000/7330] lr: 1.000e-06, eta: 2:15:21, time: 0.474, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1183, s0.acc: 95.6316, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1942, s1.loss_cls: 0.0534, s1.acc: 95.9977, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1006, s2.loss_cls: 0.0272, s2.acc: 95.8047, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0480, loss: 0.9107 2022-06-16 15:26:27,242 - mmdet - INFO - Epoch [34][6050/7330] lr: 1.000e-06, eta: 2:14:55, time: 0.476, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1223, s0.acc: 95.5320, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1938, s1.loss_cls: 0.0548, s1.acc: 95.9420, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0996, s2.loss_cls: 0.0274, s2.acc: 95.8406, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0478, loss: 0.9181 2022-06-16 15:26:50,913 - mmdet - INFO - Epoch [34][6100/7330] lr: 1.000e-06, eta: 2:14:30, time: 0.473, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1166, s0.acc: 95.6177, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1982, s1.loss_cls: 0.0530, s1.acc: 95.9917, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1013, s2.loss_cls: 0.0271, s2.acc: 95.8661, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0483, loss: 0.9217 2022-06-16 15:27:14,660 - mmdet - INFO - Epoch [34][6150/7330] lr: 1.000e-06, eta: 2:14:04, time: 0.475, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1253, s0.acc: 95.4319, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2018, s1.loss_cls: 0.0577, s1.acc: 95.6774, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1039, s2.loss_cls: 0.0286, s2.acc: 95.5830, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0496, loss: 0.9590 2022-06-16 15:27:38,295 - mmdet - INFO - Epoch [34][6200/7330] lr: 1.000e-06, eta: 2:13:39, time: 0.473, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0156, s0.loss_cls: 0.1127, s0.acc: 95.8035, s0.loss_bbox: 0.1937, s0.loss_mask: 0.1942, s1.loss_cls: 0.0515, s1.acc: 96.0944, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0997, s2.loss_cls: 0.0257, s2.acc: 95.9628, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0469, loss: 0.8893 2022-06-16 15:28:01,715 - mmdet - INFO - Epoch [34][6250/7330] lr: 1.000e-06, eta: 2:13:13, time: 0.468, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1126, s0.acc: 95.8247, s0.loss_bbox: 0.1930, s0.loss_mask: 0.1986, s1.loss_cls: 0.0516, s1.acc: 96.1037, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1015, s2.loss_cls: 0.0260, s2.acc: 95.9848, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0481, loss: 0.8982 2022-06-16 15:28:25,380 - mmdet - INFO - Epoch [34][6300/7330] lr: 1.000e-06, eta: 2:12:48, time: 0.473, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1164, s0.acc: 95.6494, s0.loss_bbox: 0.1953, s0.loss_mask: 0.1953, s1.loss_cls: 0.0531, s1.acc: 95.9740, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1001, s2.loss_cls: 0.0270, s2.acc: 95.8960, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0478, loss: 0.9059 2022-06-16 15:28:48,439 - mmdet - INFO - Epoch [34][6350/7330] lr: 1.000e-06, eta: 2:12:22, time: 0.461, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1194, s0.acc: 95.6379, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2003, s1.loss_cls: 0.0548, s1.acc: 95.9052, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1035, s2.loss_cls: 0.0274, s2.acc: 95.8426, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0493, loss: 0.9209 2022-06-16 15:29:12,064 - mmdet - INFO - Epoch [34][6400/7330] lr: 1.000e-06, eta: 2:11:56, time: 0.472, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1220, s0.acc: 95.5229, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2015, s1.loss_cls: 0.0569, s1.acc: 95.7794, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1032, s2.loss_cls: 0.0282, s2.acc: 95.6324, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0489, loss: 0.9374 2022-06-16 15:29:35,228 - mmdet - INFO - Epoch [34][6450/7330] lr: 1.000e-06, eta: 2:11:31, time: 0.463, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1151, s0.acc: 95.7898, s0.loss_bbox: 0.1986, s0.loss_mask: 0.1979, s1.loss_cls: 0.0524, s1.acc: 96.1322, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1022, s2.loss_cls: 0.0266, s2.acc: 95.8737, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0489, loss: 0.9131 2022-06-16 15:29:58,939 - mmdet - INFO - Epoch [34][6500/7330] lr: 1.000e-06, eta: 2:11:05, time: 0.474, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1209, s0.acc: 95.5417, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1986, s1.loss_cls: 0.0559, s1.acc: 95.8181, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1020, s2.loss_cls: 0.0279, s2.acc: 95.6194, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0485, loss: 0.9239 2022-06-16 15:30:21,600 - mmdet - INFO - Epoch [34][6550/7330] lr: 1.000e-06, eta: 2:10:40, time: 0.453, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1152, s0.acc: 95.6816, s0.loss_bbox: 0.1959, s0.loss_mask: 0.1975, s1.loss_cls: 0.0541, s1.acc: 95.8897, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1014, s2.loss_cls: 0.0272, s2.acc: 95.7304, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0479, loss: 0.9099 2022-06-16 15:30:45,086 - mmdet - INFO - Epoch [34][6600/7330] lr: 1.000e-06, eta: 2:10:14, time: 0.470, data_time: 0.013, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1277, s0.acc: 95.3652, s0.loss_bbox: 0.2041, s0.loss_mask: 0.1982, s1.loss_cls: 0.0586, s1.acc: 95.6843, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1025, s2.loss_cls: 0.0290, s2.acc: 95.6114, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0488, loss: 0.9463 2022-06-16 15:31:08,217 - mmdet - INFO - Epoch [34][6650/7330] lr: 1.000e-06, eta: 2:09:49, time: 0.463, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1165, s0.acc: 95.7588, s0.loss_bbox: 0.1921, s0.loss_mask: 0.1958, s1.loss_cls: 0.0532, s1.acc: 96.0774, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1006, s2.loss_cls: 0.0270, s2.acc: 95.9774, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0479, loss: 0.9006 2022-06-16 15:31:31,922 - mmdet - INFO - Epoch [34][6700/7330] lr: 1.000e-06, eta: 2:09:23, time: 0.474, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1242, s0.acc: 95.4075, s0.loss_bbox: 0.2082, s0.loss_mask: 0.1973, s1.loss_cls: 0.0570, s1.acc: 95.7455, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1022, s2.loss_cls: 0.0285, s2.acc: 95.6068, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0484, loss: 0.9430 2022-06-16 15:31:54,923 - mmdet - INFO - Epoch [34][6750/7330] lr: 1.000e-06, eta: 2:08:57, time: 0.460, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1242, s0.acc: 95.3801, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2004, s1.loss_cls: 0.0578, s1.acc: 95.5968, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1037, s2.loss_cls: 0.0287, s2.acc: 95.5917, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9449 2022-06-16 15:32:18,003 - mmdet - INFO - Epoch [34][6800/7330] lr: 1.000e-06, eta: 2:08:32, time: 0.461, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1180, s0.acc: 95.5852, s0.loss_bbox: 0.1994, s0.loss_mask: 0.1959, s1.loss_cls: 0.0539, s1.acc: 95.9504, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1010, s2.loss_cls: 0.0273, s2.acc: 95.7906, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0480, loss: 0.9196 2022-06-16 15:32:41,057 - mmdet - INFO - Epoch [34][6850/7330] lr: 1.000e-06, eta: 2:08:06, time: 0.461, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1271, s0.acc: 95.1848, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2039, s1.loss_cls: 0.0584, s1.acc: 95.5145, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1051, s2.loss_cls: 0.0295, s2.acc: 95.3483, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0504, loss: 0.9700 2022-06-16 15:33:03,848 - mmdet - INFO - Epoch [34][6900/7330] lr: 1.000e-06, eta: 2:07:41, time: 0.455, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1214, s0.acc: 95.5100, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2028, s1.loss_cls: 0.0553, s1.acc: 95.8640, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1041, s2.loss_cls: 0.0277, s2.acc: 95.7452, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0494, loss: 0.9489 2022-06-16 15:33:26,979 - mmdet - INFO - Epoch [34][6950/7330] lr: 1.000e-06, eta: 2:07:15, time: 0.461, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1215, s0.acc: 95.6365, s0.loss_bbox: 0.1984, s0.loss_mask: 0.1990, s1.loss_cls: 0.0556, s1.acc: 95.9199, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1028, s2.loss_cls: 0.0277, s2.acc: 95.8333, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0488, loss: 0.9259 2022-06-16 15:33:49,779 - mmdet - INFO - Epoch [34][7000/7330] lr: 1.000e-06, eta: 2:06:49, time: 0.458, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1186, s0.acc: 95.6372, s0.loss_bbox: 0.1979, s0.loss_mask: 0.1951, s1.loss_cls: 0.0548, s1.acc: 95.8382, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1002, s2.loss_cls: 0.0280, s2.acc: 95.6906, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0479, loss: 0.9147 2022-06-16 15:34:12,929 - mmdet - INFO - Epoch [34][7050/7330] lr: 1.000e-06, eta: 2:06:24, time: 0.463, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1217, s0.acc: 95.5427, s0.loss_bbox: 0.2011, s0.loss_mask: 0.1978, s1.loss_cls: 0.0564, s1.acc: 95.7691, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1018, s2.loss_cls: 0.0277, s2.acc: 95.7334, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0484, loss: 0.9263 2022-06-16 15:34:35,456 - mmdet - INFO - Epoch [34][7100/7330] lr: 1.000e-06, eta: 2:05:58, time: 0.451, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1124, s0.acc: 95.9236, s0.loss_bbox: 0.1906, s0.loss_mask: 0.1982, s1.loss_cls: 0.0513, s1.acc: 96.1973, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1026, s2.loss_cls: 0.0254, s2.acc: 96.1346, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0492, loss: 0.8936 2022-06-16 15:34:58,751 - mmdet - INFO - Epoch [34][7150/7330] lr: 1.000e-06, eta: 2:05:33, time: 0.466, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1155, s0.acc: 95.7480, s0.loss_bbox: 0.1971, s0.loss_mask: 0.1931, s1.loss_cls: 0.0532, s1.acc: 95.9753, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1001, s2.loss_cls: 0.0264, s2.acc: 96.0064, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0478, loss: 0.9029 2022-06-16 15:35:22,524 - mmdet - INFO - Epoch [34][7200/7330] lr: 1.000e-06, eta: 2:05:07, time: 0.475, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1242, s0.acc: 95.4480, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2056, s1.loss_cls: 0.0562, s1.acc: 95.8283, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1060, s2.loss_cls: 0.0281, s2.acc: 95.6808, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0504, loss: 0.9711 2022-06-16 15:35:45,757 - mmdet - INFO - Epoch [34][7250/7330] lr: 1.000e-06, eta: 2:04:42, time: 0.465, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1166, s0.acc: 95.7070, s0.loss_bbox: 0.1975, s0.loss_mask: 0.1985, s1.loss_cls: 0.0529, s1.acc: 96.0530, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1022, s2.loss_cls: 0.0266, s2.acc: 95.9054, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0488, loss: 0.9179 2022-06-16 15:36:09,068 - mmdet - INFO - Epoch [34][7300/7330] lr: 1.000e-06, eta: 2:04:16, time: 0.466, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1268, s0.acc: 95.3164, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2054, s1.loss_cls: 0.0584, s1.acc: 95.6105, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1058, s2.loss_cls: 0.0290, s2.acc: 95.4897, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0503, loss: 0.9702 2022-06-16 15:36:40,223 - mmdet - INFO - Saving checkpoint at 34 epochs 2022-06-16 15:40:29,676 - mmdet - INFO - Evaluating bbox... 2022-06-16 15:40:56,147 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.514 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.702 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.554 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.351 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.545 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.663 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.780 2022-06-16 15:40:56,148 - mmdet - INFO - Evaluating segm... 2022-06-16 15:41:22,286 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.675 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.480 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.256 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.474 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.708 2022-06-16 15:41:22,761 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 15:41:22,762 - mmdet - INFO - Epoch(val) [34][625] bbox_mAP: 0.5140, bbox_mAP_50: 0.7020, bbox_mAP_75: 0.5540, bbox_mAP_s: 0.3510, bbox_mAP_m: 0.5450, bbox_mAP_l: 0.6630, bbox_mAP_copypaste: 0.514 0.702 0.554 0.351 0.545 0.663, segm_mAP: 0.4420, segm_mAP_50: 0.6750, segm_mAP_75: 0.4800, segm_mAP_s: 0.2560, segm_mAP_m: 0.4740, segm_mAP_l: 0.6200, segm_mAP_copypaste: 0.442 0.675 0.480 0.256 0.474 0.620 2022-06-16 15:45:43,497 - mmdet - INFO - Epoch [35][50/7330] lr: 1.000e-06, eta: 2:03:54, time: 5.214, data_time: 4.752, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1172, s0.acc: 95.7192, s0.loss_bbox: 0.1983, s0.loss_mask: 0.1957, s1.loss_cls: 0.0540, s1.acc: 96.0255, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1006, s2.loss_cls: 0.0272, s2.acc: 95.8732, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0481, loss: 0.9110 2022-06-16 15:46:06,526 - mmdet - INFO - Epoch [35][100/7330] lr: 1.000e-06, eta: 2:03:29, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1178, s0.acc: 95.6753, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1997, s1.loss_cls: 0.0537, s1.acc: 95.9671, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1028, s2.loss_cls: 0.0270, s2.acc: 95.8574, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0484, loss: 0.9262 2022-06-16 15:46:29,791 - mmdet - INFO - Epoch [35][150/7330] lr: 1.000e-06, eta: 2:03:03, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1257, s0.acc: 95.3948, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2024, s1.loss_cls: 0.0573, s1.acc: 95.6519, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1037, s2.loss_cls: 0.0288, s2.acc: 95.4850, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0494, loss: 0.9583 2022-06-16 15:46:53,362 - mmdet - INFO - Epoch [35][200/7330] lr: 1.000e-06, eta: 2:02:38, time: 0.471, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1188, s0.acc: 95.5803, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1978, s1.loss_cls: 0.0528, s1.acc: 96.0249, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1021, s2.loss_cls: 0.0268, s2.acc: 95.8464, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0485, loss: 0.9209 2022-06-16 15:47:16,687 - mmdet - INFO - Epoch [35][250/7330] lr: 1.000e-06, eta: 2:02:12, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1206, s0.acc: 95.5947, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1954, s1.loss_cls: 0.0550, s1.acc: 95.8989, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1004, s2.loss_cls: 0.0273, s2.acc: 95.8503, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0475, loss: 0.9180 2022-06-16 15:47:39,959 - mmdet - INFO - Epoch [35][300/7330] lr: 1.000e-06, eta: 2:01:46, time: 0.464, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1237, s0.acc: 95.4517, s0.loss_bbox: 0.2062, s0.loss_mask: 0.1992, s1.loss_cls: 0.0560, s1.acc: 95.8028, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1029, s2.loss_cls: 0.0282, s2.acc: 95.6902, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0488, loss: 0.9439 2022-06-16 15:48:03,326 - mmdet - INFO - Epoch [35][350/7330] lr: 1.000e-06, eta: 2:01:21, time: 0.469, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1220, s0.acc: 95.5662, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1982, s1.loss_cls: 0.0561, s1.acc: 95.8721, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1028, s2.loss_cls: 0.0283, s2.acc: 95.7608, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0488, loss: 0.9327 2022-06-16 15:48:26,553 - mmdet - INFO - Epoch [35][400/7330] lr: 1.000e-06, eta: 2:00:55, time: 0.462, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1215, s0.acc: 95.5432, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2001, s1.loss_cls: 0.0553, s1.acc: 95.8246, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1025, s2.loss_cls: 0.0277, s2.acc: 95.7980, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0490, loss: 0.9404 2022-06-16 15:48:50,146 - mmdet - INFO - Epoch [35][450/7330] lr: 1.000e-06, eta: 2:00:29, time: 0.472, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1253, s0.acc: 95.3059, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2033, s1.loss_cls: 0.0577, s1.acc: 95.6014, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1031, s2.loss_cls: 0.0289, s2.acc: 95.4935, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0492, loss: 0.9548 2022-06-16 15:49:14,066 - mmdet - INFO - Epoch [35][500/7330] lr: 1.000e-06, eta: 2:00:04, time: 0.481, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1172, s0.acc: 95.6863, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2017, s1.loss_cls: 0.0537, s1.acc: 96.0041, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1034, s2.loss_cls: 0.0270, s2.acc: 95.8532, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0492, loss: 0.9288 2022-06-16 15:49:37,388 - mmdet - INFO - Epoch [35][550/7330] lr: 1.000e-06, eta: 1:59:38, time: 0.466, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1206, s0.acc: 95.5825, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2027, s1.loss_cls: 0.0542, s1.acc: 95.9996, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1039, s2.loss_cls: 0.0275, s2.acc: 95.8157, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 0.9433 2022-06-16 15:50:00,635 - mmdet - INFO - Epoch [35][600/7330] lr: 1.000e-06, eta: 1:59:13, time: 0.465, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0158, s0.loss_cls: 0.1143, s0.acc: 95.7561, s0.loss_bbox: 0.1971, s0.loss_mask: 0.1950, s1.loss_cls: 0.0522, s1.acc: 96.0452, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1000, s2.loss_cls: 0.0265, s2.acc: 95.9190, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0480, loss: 0.9017 2022-06-16 15:50:24,347 - mmdet - INFO - Epoch [35][650/7330] lr: 1.000e-06, eta: 1:58:47, time: 0.474, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1285, s0.acc: 95.3359, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2029, s1.loss_cls: 0.0581, s1.acc: 95.6919, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1046, s2.loss_cls: 0.0293, s2.acc: 95.4481, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0500, loss: 0.9656 2022-06-16 15:50:48,142 - mmdet - INFO - Epoch [35][700/7330] lr: 1.000e-06, eta: 1:58:21, time: 0.476, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1201, s0.acc: 95.6677, s0.loss_bbox: 0.1998, s0.loss_mask: 0.1936, s1.loss_cls: 0.0541, s1.acc: 96.0448, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1000, s2.loss_cls: 0.0269, s2.acc: 95.9499, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0475, loss: 0.9164 2022-06-16 15:51:11,802 - mmdet - INFO - Epoch [35][750/7330] lr: 1.000e-06, eta: 1:57:56, time: 0.473, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1187, s0.acc: 95.5522, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1977, s1.loss_cls: 0.0548, s1.acc: 95.8445, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1016, s2.loss_cls: 0.0278, s2.acc: 95.7130, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0481, loss: 0.9265 2022-06-16 15:51:35,157 - mmdet - INFO - Epoch [35][800/7330] lr: 1.000e-06, eta: 1:57:30, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1151, s0.acc: 95.7913, s0.loss_bbox: 0.1929, s0.loss_mask: 0.1904, s1.loss_cls: 0.0524, s1.acc: 96.0947, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0987, s2.loss_cls: 0.0260, s2.acc: 96.0043, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0472, loss: 0.8918 2022-06-16 15:51:58,640 - mmdet - INFO - Epoch [35][850/7330] lr: 1.000e-06, eta: 1:57:05, time: 0.470, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1173, s0.acc: 95.6138, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1932, s1.loss_cls: 0.0541, s1.acc: 95.9816, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0988, s2.loss_cls: 0.0269, s2.acc: 95.9055, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0472, loss: 0.9106 2022-06-16 15:52:21,709 - mmdet - INFO - Epoch [35][900/7330] lr: 1.000e-06, eta: 1:56:39, time: 0.461, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1095, s0.acc: 96.0083, s0.loss_bbox: 0.1865, s0.loss_mask: 0.1954, s1.loss_cls: 0.0499, s1.acc: 96.3569, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1004, s2.loss_cls: 0.0253, s2.acc: 96.1703, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0479, loss: 0.8754 2022-06-16 15:52:45,933 - mmdet - INFO - Epoch [35][950/7330] lr: 1.000e-06, eta: 1:56:14, time: 0.484, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1259, s0.acc: 95.3760, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2005, s1.loss_cls: 0.0564, s1.acc: 95.7176, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1032, s2.loss_cls: 0.0280, s2.acc: 95.6329, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0490, loss: 0.9507 2022-06-16 15:53:10,264 - mmdet - INFO - Epoch [35][1000/7330] lr: 1.000e-06, eta: 1:55:48, time: 0.486, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1196, s0.acc: 95.5613, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1991, s1.loss_cls: 0.0533, s1.acc: 96.0473, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1030, s2.loss_cls: 0.0266, s2.acc: 95.9584, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0491, loss: 0.9273 2022-06-16 15:53:34,280 - mmdet - INFO - Epoch [35][1050/7330] lr: 1.000e-06, eta: 1:55:22, time: 0.480, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1189, s0.acc: 95.6406, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1969, s1.loss_cls: 0.0542, s1.acc: 95.9591, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1016, s2.loss_cls: 0.0273, s2.acc: 95.8653, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0483, loss: 0.9248 2022-06-16 15:53:58,021 - mmdet - INFO - Epoch [35][1100/7330] lr: 1.000e-06, eta: 1:54:57, time: 0.475, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1214, s0.acc: 95.5479, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2022, s1.loss_cls: 0.0550, s1.acc: 95.8865, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1036, s2.loss_cls: 0.0275, s2.acc: 95.7494, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0493, loss: 0.9429 2022-06-16 15:54:22,376 - mmdet - INFO - Epoch [35][1150/7330] lr: 1.000e-06, eta: 1:54:31, time: 0.487, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1214, s0.acc: 95.4678, s0.loss_bbox: 0.2054, s0.loss_mask: 0.1971, s1.loss_cls: 0.0556, s1.acc: 95.7683, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1013, s2.loss_cls: 0.0278, s2.acc: 95.6156, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0485, loss: 0.9340 2022-06-16 15:54:46,570 - mmdet - INFO - Epoch [35][1200/7330] lr: 1.000e-06, eta: 1:54:06, time: 0.484, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1190, s0.acc: 95.6470, s0.loss_bbox: 0.1959, s0.loss_mask: 0.1922, s1.loss_cls: 0.0553, s1.acc: 95.8779, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0994, s2.loss_cls: 0.0281, s2.acc: 95.6139, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0476, loss: 0.9081 2022-06-16 15:55:10,600 - mmdet - INFO - Epoch [35][1250/7330] lr: 1.000e-06, eta: 1:53:40, time: 0.481, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1197, s0.acc: 95.5793, s0.loss_bbox: 0.1931, s0.loss_mask: 0.1970, s1.loss_cls: 0.0549, s1.acc: 95.9183, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1012, s2.loss_cls: 0.0277, s2.acc: 95.7377, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0484, loss: 0.9103 2022-06-16 15:55:34,792 - mmdet - INFO - Epoch [35][1300/7330] lr: 1.000e-06, eta: 1:53:15, time: 0.484, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1230, s0.acc: 95.4573, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2024, s1.loss_cls: 0.0562, s1.acc: 95.8424, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1043, s2.loss_cls: 0.0287, s2.acc: 95.5363, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0493, loss: 0.9387 2022-06-16 15:55:59,148 - mmdet - INFO - Epoch [35][1350/7330] lr: 1.000e-06, eta: 1:52:49, time: 0.487, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1266, s0.acc: 95.3735, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2028, s1.loss_cls: 0.0584, s1.acc: 95.6511, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1036, s2.loss_cls: 0.0290, s2.acc: 95.5536, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0494, loss: 0.9589 2022-06-16 15:56:22,348 - mmdet - INFO - Epoch [35][1400/7330] lr: 1.000e-06, eta: 1:52:24, time: 0.462, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1162, s0.acc: 95.7385, s0.loss_bbox: 0.1886, s0.loss_mask: 0.1928, s1.loss_cls: 0.0528, s1.acc: 96.1054, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1001, s2.loss_cls: 0.0262, s2.acc: 96.0403, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0479, loss: 0.8891 2022-06-16 15:56:45,573 - mmdet - INFO - Epoch [35][1450/7330] lr: 1.000e-06, eta: 1:51:58, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1138, s0.acc: 95.7979, s0.loss_bbox: 0.1914, s0.loss_mask: 0.1891, s1.loss_cls: 0.0527, s1.acc: 96.0068, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0978, s2.loss_cls: 0.0265, s2.acc: 95.9332, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0461, loss: 0.8815 2022-06-16 15:57:08,789 - mmdet - INFO - Epoch [35][1500/7330] lr: 1.000e-06, eta: 1:51:32, time: 0.464, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1187, s0.acc: 95.6130, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1993, s1.loss_cls: 0.0546, s1.acc: 95.9041, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1014, s2.loss_cls: 0.0278, s2.acc: 95.7367, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0481, loss: 0.9238 2022-06-16 15:57:32,553 - mmdet - INFO - Epoch [35][1550/7330] lr: 1.000e-06, eta: 1:51:07, time: 0.475, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1223, s0.acc: 95.4785, s0.loss_bbox: 0.2041, s0.loss_mask: 0.1983, s1.loss_cls: 0.0549, s1.acc: 95.9121, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1021, s2.loss_cls: 0.0274, s2.acc: 95.7247, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0489, loss: 0.9361 2022-06-16 15:57:56,192 - mmdet - INFO - Epoch [35][1600/7330] lr: 1.000e-06, eta: 1:50:41, time: 0.473, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0156, s0.loss_cls: 0.1181, s0.acc: 95.6670, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1952, s1.loss_cls: 0.0538, s1.acc: 95.9665, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1004, s2.loss_cls: 0.0270, s2.acc: 95.8252, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0478, loss: 0.9117 2022-06-16 15:58:19,284 - mmdet - INFO - Epoch [35][1650/7330] lr: 1.000e-06, eta: 1:50:16, time: 0.462, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1117, s0.acc: 95.8674, s0.loss_bbox: 0.1938, s0.loss_mask: 0.1906, s1.loss_cls: 0.0508, s1.acc: 96.2191, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0994, s2.loss_cls: 0.0257, s2.acc: 95.9467, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0479, loss: 0.8897 2022-06-16 15:58:42,725 - mmdet - INFO - Epoch [35][1700/7330] lr: 1.000e-06, eta: 1:49:50, time: 0.469, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1221, s0.acc: 95.4910, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1993, s1.loss_cls: 0.0573, s1.acc: 95.6892, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1032, s2.loss_cls: 0.0287, s2.acc: 95.5797, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0492, loss: 0.9364 2022-06-16 15:59:06,003 - mmdet - INFO - Epoch [35][1750/7330] lr: 1.000e-06, eta: 1:49:25, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1171, s0.acc: 95.6528, s0.loss_bbox: 0.1954, s0.loss_mask: 0.1903, s1.loss_cls: 0.0544, s1.acc: 95.8999, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0987, s2.loss_cls: 0.0272, s2.acc: 95.7694, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0474, loss: 0.8971 2022-06-16 15:59:29,269 - mmdet - INFO - Epoch [35][1800/7330] lr: 1.000e-06, eta: 1:48:59, time: 0.466, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1196, s0.acc: 95.6409, s0.loss_bbox: 0.1962, s0.loss_mask: 0.1974, s1.loss_cls: 0.0547, s1.acc: 95.9222, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1010, s2.loss_cls: 0.0272, s2.acc: 95.8481, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0482, loss: 0.9123 2022-06-16 15:59:53,273 - mmdet - INFO - Epoch [35][1850/7330] lr: 1.000e-06, eta: 1:48:33, time: 0.480, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1249, s0.acc: 95.4104, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2051, s1.loss_cls: 0.0581, s1.acc: 95.6216, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1059, s2.loss_cls: 0.0290, s2.acc: 95.5041, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0503, loss: 0.9576 2022-06-16 16:00:16,825 - mmdet - INFO - Epoch [35][1900/7330] lr: 1.000e-06, eta: 1:48:08, time: 0.471, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1217, s0.acc: 95.4072, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2001, s1.loss_cls: 0.0561, s1.acc: 95.7241, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1020, s2.loss_cls: 0.0279, s2.acc: 95.6997, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0483, loss: 0.9394 2022-06-16 16:00:40,736 - mmdet - INFO - Epoch [35][1950/7330] lr: 1.000e-06, eta: 1:47:42, time: 0.478, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1235, s0.acc: 95.4644, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2019, s1.loss_cls: 0.0559, s1.acc: 95.8130, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1032, s2.loss_cls: 0.0285, s2.acc: 95.6358, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0492, loss: 0.9471 2022-06-16 16:01:03,990 - mmdet - INFO - Epoch [35][2000/7330] lr: 1.000e-06, eta: 1:47:17, time: 0.465, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1214, s0.acc: 95.5103, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2027, s1.loss_cls: 0.0550, s1.acc: 95.8470, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1035, s2.loss_cls: 0.0275, s2.acc: 95.7406, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0496, loss: 0.9472 2022-06-16 16:01:26,966 - mmdet - INFO - Epoch [35][2050/7330] lr: 1.000e-06, eta: 1:46:51, time: 0.460, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1164, s0.acc: 95.7336, s0.loss_bbox: 0.1937, s0.loss_mask: 0.1960, s1.loss_cls: 0.0534, s1.acc: 96.0091, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1007, s2.loss_cls: 0.0271, s2.acc: 95.9332, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0483, loss: 0.9022 2022-06-16 16:01:50,184 - mmdet - INFO - Epoch [35][2100/7330] lr: 1.000e-06, eta: 1:46:26, time: 0.464, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1131, s0.acc: 95.8057, s0.loss_bbox: 0.1965, s0.loss_mask: 0.1937, s1.loss_cls: 0.0511, s1.acc: 96.1453, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0996, s2.loss_cls: 0.0261, s2.acc: 95.9544, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0474, loss: 0.8948 2022-06-16 16:02:13,552 - mmdet - INFO - Epoch [35][2150/7330] lr: 1.000e-06, eta: 1:46:00, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1155, s0.acc: 95.6992, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2000, s1.loss_cls: 0.0524, s1.acc: 96.0236, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1024, s2.loss_cls: 0.0263, s2.acc: 95.9140, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0487, loss: 0.9090 2022-06-16 16:02:36,796 - mmdet - INFO - Epoch [35][2200/7330] lr: 1.000e-06, eta: 1:45:34, time: 0.465, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1179, s0.acc: 95.6785, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1996, s1.loss_cls: 0.0541, s1.acc: 95.9172, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1018, s2.loss_cls: 0.0269, s2.acc: 95.8517, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0486, loss: 0.9156 2022-06-16 16:02:59,601 - mmdet - INFO - Epoch [35][2250/7330] lr: 1.000e-06, eta: 1:45:09, time: 0.456, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1111, s0.acc: 95.9175, s0.loss_bbox: 0.1926, s0.loss_mask: 0.1964, s1.loss_cls: 0.0513, s1.acc: 96.1209, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1007, s2.loss_cls: 0.0259, s2.acc: 95.9341, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0479, loss: 0.8938 2022-06-16 16:03:23,090 - mmdet - INFO - Epoch [35][2300/7330] lr: 1.000e-06, eta: 1:44:43, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1209, s0.acc: 95.5762, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1993, s1.loss_cls: 0.0552, s1.acc: 95.8887, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1025, s2.loss_cls: 0.0277, s2.acc: 95.7967, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0490, loss: 0.9283 2022-06-16 16:03:47,199 - mmdet - INFO - Epoch [35][2350/7330] lr: 1.000e-06, eta: 1:44:18, time: 0.482, data_time: 0.013, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1150, s0.acc: 95.7634, s0.loss_bbox: 0.1925, s0.loss_mask: 0.1928, s1.loss_cls: 0.0521, s1.acc: 96.1208, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0993, s2.loss_cls: 0.0262, s2.acc: 95.9481, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0474, loss: 0.8926 2022-06-16 16:04:10,967 - mmdet - INFO - Epoch [35][2400/7330] lr: 1.000e-06, eta: 1:43:52, time: 0.476, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1169, s0.acc: 95.7642, s0.loss_bbox: 0.1972, s0.loss_mask: 0.1987, s1.loss_cls: 0.0523, s1.acc: 96.1347, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1015, s2.loss_cls: 0.0265, s2.acc: 95.9685, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0485, loss: 0.9108 2022-06-16 16:04:35,366 - mmdet - INFO - Epoch [35][2450/7330] lr: 1.000e-06, eta: 1:43:27, time: 0.488, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1169, s0.acc: 95.6482, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1985, s1.loss_cls: 0.0535, s1.acc: 95.9446, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1024, s2.loss_cls: 0.0270, s2.acc: 95.8165, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0490, loss: 0.9245 2022-06-16 16:04:59,124 - mmdet - INFO - Epoch [35][2500/7330] lr: 1.000e-06, eta: 1:43:01, time: 0.475, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0158, s0.loss_cls: 0.1166, s0.acc: 95.7407, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2023, s1.loss_cls: 0.0541, s1.acc: 95.9811, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1040, s2.loss_cls: 0.0269, s2.acc: 95.8448, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0495, loss: 0.9188 2022-06-16 16:05:23,002 - mmdet - INFO - Epoch [35][2550/7330] lr: 1.000e-06, eta: 1:42:36, time: 0.478, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1215, s0.acc: 95.5635, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1950, s1.loss_cls: 0.0552, s1.acc: 95.9592, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1005, s2.loss_cls: 0.0277, s2.acc: 95.7665, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0479, loss: 0.9256 2022-06-16 16:05:46,962 - mmdet - INFO - Epoch [35][2600/7330] lr: 1.000e-06, eta: 1:42:10, time: 0.479, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1264, s0.acc: 95.2622, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2011, s1.loss_cls: 0.0581, s1.acc: 95.5947, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1031, s2.loss_cls: 0.0290, s2.acc: 95.4948, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0490, loss: 0.9595 2022-06-16 16:06:10,683 - mmdet - INFO - Epoch [35][2650/7330] lr: 1.000e-06, eta: 1:41:45, time: 0.474, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1179, s0.acc: 95.6270, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1965, s1.loss_cls: 0.0536, s1.acc: 95.9504, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1009, s2.loss_cls: 0.0271, s2.acc: 95.7977, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0480, loss: 0.9186 2022-06-16 16:06:35,829 - mmdet - INFO - Epoch [35][2700/7330] lr: 1.000e-06, eta: 1:41:19, time: 0.503, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1234, s0.acc: 95.4656, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2004, s1.loss_cls: 0.0555, s1.acc: 95.8914, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1025, s2.loss_cls: 0.0280, s2.acc: 95.7007, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0487, loss: 0.9379 2022-06-16 16:06:59,385 - mmdet - INFO - Epoch [35][2750/7330] lr: 1.000e-06, eta: 1:40:54, time: 0.472, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1129, s0.acc: 95.8403, s0.loss_bbox: 0.1905, s0.loss_mask: 0.1950, s1.loss_cls: 0.0526, s1.acc: 96.0326, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1003, s2.loss_cls: 0.0262, s2.acc: 95.9969, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0480, loss: 0.8899 2022-06-16 16:07:23,778 - mmdet - INFO - Epoch [35][2800/7330] lr: 1.000e-06, eta: 1:40:28, time: 0.488, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1220, s0.acc: 95.5034, s0.loss_bbox: 0.2052, s0.loss_mask: 0.1985, s1.loss_cls: 0.0552, s1.acc: 95.8928, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1015, s2.loss_cls: 0.0282, s2.acc: 95.8095, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0485, loss: 0.9338 2022-06-16 16:07:48,194 - mmdet - INFO - Epoch [35][2850/7330] lr: 1.000e-06, eta: 1:40:03, time: 0.489, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1201, s0.acc: 95.6335, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2022, s1.loss_cls: 0.0547, s1.acc: 95.8887, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1038, s2.loss_cls: 0.0277, s2.acc: 95.8133, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0493, loss: 0.9341 2022-06-16 16:08:12,843 - mmdet - INFO - Epoch [35][2900/7330] lr: 1.000e-06, eta: 1:39:37, time: 0.493, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1235, s0.acc: 95.6079, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1965, s1.loss_cls: 0.0557, s1.acc: 95.9694, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1009, s2.loss_cls: 0.0277, s2.acc: 95.8404, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0479, loss: 0.9252 2022-06-16 16:08:36,874 - mmdet - INFO - Epoch [35][2950/7330] lr: 1.000e-06, eta: 1:39:12, time: 0.481, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1221, s0.acc: 95.4895, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1989, s1.loss_cls: 0.0564, s1.acc: 95.7113, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1021, s2.loss_cls: 0.0283, s2.acc: 95.6229, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0488, loss: 0.9319 2022-06-16 16:09:00,467 - mmdet - INFO - Epoch [35][3000/7330] lr: 1.000e-06, eta: 1:38:46, time: 0.472, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1244, s0.acc: 95.4521, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2018, s1.loss_cls: 0.0571, s1.acc: 95.6770, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1029, s2.loss_cls: 0.0280, s2.acc: 95.6813, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0489, loss: 0.9444 2022-06-16 16:09:24,079 - mmdet - INFO - Epoch [35][3050/7330] lr: 1.000e-06, eta: 1:38:21, time: 0.472, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1242, s0.acc: 95.4788, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2029, s1.loss_cls: 0.0575, s1.acc: 95.7227, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1028, s2.loss_cls: 0.0290, s2.acc: 95.5478, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0488, loss: 0.9418 2022-06-16 16:09:47,901 - mmdet - INFO - Epoch [35][3100/7330] lr: 1.000e-06, eta: 1:37:55, time: 0.476, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1206, s0.acc: 95.6089, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2001, s1.loss_cls: 0.0549, s1.acc: 95.8999, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1026, s2.loss_cls: 0.0276, s2.acc: 95.8060, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0491, loss: 0.9271 2022-06-16 16:10:11,171 - mmdet - INFO - Epoch [35][3150/7330] lr: 1.000e-06, eta: 1:37:29, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1150, s0.acc: 95.7874, s0.loss_bbox: 0.1965, s0.loss_mask: 0.1957, s1.loss_cls: 0.0525, s1.acc: 96.0956, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1007, s2.loss_cls: 0.0260, s2.acc: 96.0238, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0482, loss: 0.9057 2022-06-16 16:10:34,731 - mmdet - INFO - Epoch [35][3200/7330] lr: 1.000e-06, eta: 1:37:04, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1213, s0.acc: 95.6262, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2015, s1.loss_cls: 0.0558, s1.acc: 95.9074, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1034, s2.loss_cls: 0.0274, s2.acc: 95.9199, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0492, loss: 0.9326 2022-06-16 16:10:58,568 - mmdet - INFO - Epoch [35][3250/7330] lr: 1.000e-06, eta: 1:36:38, time: 0.477, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1200, s0.acc: 95.5752, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1995, s1.loss_cls: 0.0553, s1.acc: 95.8565, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1031, s2.loss_cls: 0.0278, s2.acc: 95.6996, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0493, loss: 0.9309 2022-06-16 16:11:21,616 - mmdet - INFO - Epoch [35][3300/7330] lr: 1.000e-06, eta: 1:36:13, time: 0.461, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1216, s0.acc: 95.4717, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2000, s1.loss_cls: 0.0564, s1.acc: 95.7340, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1027, s2.loss_cls: 0.0281, s2.acc: 95.7380, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0487, loss: 0.9260 2022-06-16 16:11:45,374 - mmdet - INFO - Epoch [35][3350/7330] lr: 1.000e-06, eta: 1:35:47, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1166, s0.acc: 95.6133, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1961, s1.loss_cls: 0.0550, s1.acc: 95.7987, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1007, s2.loss_cls: 0.0278, s2.acc: 95.6215, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0479, loss: 0.9158 2022-06-16 16:12:09,578 - mmdet - INFO - Epoch [35][3400/7330] lr: 1.000e-06, eta: 1:35:22, time: 0.488, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1187, s0.acc: 95.4717, s0.loss_bbox: 0.2072, s0.loss_mask: 0.1983, s1.loss_cls: 0.0537, s1.acc: 95.8698, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1031, s2.loss_cls: 0.0271, s2.acc: 95.6927, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0494, loss: 0.9376 2022-06-16 16:12:32,946 - mmdet - INFO - Epoch [35][3450/7330] lr: 1.000e-06, eta: 1:34:56, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1221, s0.acc: 95.4529, s0.loss_bbox: 0.2083, s0.loss_mask: 0.1996, s1.loss_cls: 0.0559, s1.acc: 95.7388, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1029, s2.loss_cls: 0.0283, s2.acc: 95.5526, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0492, loss: 0.9419 2022-06-16 16:12:56,501 - mmdet - INFO - Epoch [35][3500/7330] lr: 1.000e-06, eta: 1:34:31, time: 0.471, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1282, s0.acc: 95.2988, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2050, s1.loss_cls: 0.0592, s1.acc: 95.5424, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1039, s2.loss_cls: 0.0291, s2.acc: 95.5464, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0495, loss: 0.9737 2022-06-16 16:13:20,221 - mmdet - INFO - Epoch [35][3550/7330] lr: 1.000e-06, eta: 1:34:05, time: 0.475, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1197, s0.acc: 95.6226, s0.loss_bbox: 0.2015, s0.loss_mask: 0.1942, s1.loss_cls: 0.0542, s1.acc: 95.9618, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1007, s2.loss_cls: 0.0271, s2.acc: 95.8556, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0483, loss: 0.9184 2022-06-16 16:13:43,507 - mmdet - INFO - Epoch [35][3600/7330] lr: 1.000e-06, eta: 1:33:40, time: 0.466, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1249, s0.acc: 95.4031, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2035, s1.loss_cls: 0.0567, s1.acc: 95.7354, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1035, s2.loss_cls: 0.0284, s2.acc: 95.5678, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0493, loss: 0.9657 2022-06-16 16:14:06,659 - mmdet - INFO - Epoch [35][3650/7330] lr: 1.000e-06, eta: 1:33:14, time: 0.463, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1186, s0.acc: 95.6099, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2021, s1.loss_cls: 0.0545, s1.acc: 95.9066, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1040, s2.loss_cls: 0.0274, s2.acc: 95.7689, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0495, loss: 0.9341 2022-06-16 16:14:29,188 - mmdet - INFO - Epoch [35][3700/7330] lr: 1.000e-06, eta: 1:32:49, time: 0.450, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1204, s0.acc: 95.6467, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1941, s1.loss_cls: 0.0563, s1.acc: 95.8502, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1006, s2.loss_cls: 0.0286, s2.acc: 95.6882, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0482, loss: 0.9201 2022-06-16 16:14:51,683 - mmdet - INFO - Epoch [35][3750/7330] lr: 1.000e-06, eta: 1:32:23, time: 0.450, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1139, s0.acc: 95.7009, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2017, s1.loss_cls: 0.0520, s1.acc: 95.9822, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1022, s2.loss_cls: 0.0261, s2.acc: 95.9733, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0484, loss: 0.9111 2022-06-16 16:15:15,341 - mmdet - INFO - Epoch [35][3800/7330] lr: 1.000e-06, eta: 1:31:57, time: 0.473, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1202, s0.acc: 95.5461, s0.loss_bbox: 0.2047, s0.loss_mask: 0.1970, s1.loss_cls: 0.0555, s1.acc: 95.8322, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1015, s2.loss_cls: 0.0276, s2.acc: 95.7099, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0486, loss: 0.9326 2022-06-16 16:15:39,082 - mmdet - INFO - Epoch [35][3850/7330] lr: 1.000e-06, eta: 1:31:32, time: 0.475, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1297, s0.acc: 95.2390, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2110, s1.loss_cls: 0.0599, s1.acc: 95.5724, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1078, s2.loss_cls: 0.0300, s2.acc: 95.3730, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0510, loss: 0.9880 2022-06-16 16:16:02,911 - mmdet - INFO - Epoch [35][3900/7330] lr: 1.000e-06, eta: 1:31:06, time: 0.477, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1148, s0.acc: 95.7100, s0.loss_bbox: 0.1960, s0.loss_mask: 0.1985, s1.loss_cls: 0.0533, s1.acc: 95.9446, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1018, s2.loss_cls: 0.0268, s2.acc: 95.8129, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0488, loss: 0.9106 2022-06-16 16:16:26,862 - mmdet - INFO - Epoch [35][3950/7330] lr: 1.000e-06, eta: 1:30:41, time: 0.479, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1268, s0.acc: 95.3799, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1991, s1.loss_cls: 0.0585, s1.acc: 95.6197, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1021, s2.loss_cls: 0.0291, s2.acc: 95.5172, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0486, loss: 0.9565 2022-06-16 16:16:50,520 - mmdet - INFO - Epoch [35][4000/7330] lr: 1.000e-06, eta: 1:30:15, time: 0.473, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1156, s0.acc: 95.7351, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1988, s1.loss_cls: 0.0527, s1.acc: 96.0509, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1031, s2.loss_cls: 0.0265, s2.acc: 95.9010, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0492, loss: 0.9173 2022-06-16 16:17:14,791 - mmdet - INFO - Epoch [35][4050/7330] lr: 1.000e-06, eta: 1:29:50, time: 0.485, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0156, s0.loss_cls: 0.1069, s0.acc: 95.9883, s0.loss_bbox: 0.1821, s0.loss_mask: 0.1919, s1.loss_cls: 0.0486, s1.acc: 96.3207, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0990, s2.loss_cls: 0.0245, s2.acc: 96.2512, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0472, loss: 0.8600 2022-06-16 16:17:38,846 - mmdet - INFO - Epoch [35][4100/7330] lr: 1.000e-06, eta: 1:29:24, time: 0.481, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1158, s0.acc: 95.7649, s0.loss_bbox: 0.1883, s0.loss_mask: 0.1967, s1.loss_cls: 0.0533, s1.acc: 96.0178, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1009, s2.loss_cls: 0.0268, s2.acc: 95.9354, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0482, loss: 0.8916 2022-06-16 16:18:03,191 - mmdet - INFO - Epoch [35][4150/7330] lr: 1.000e-06, eta: 1:28:59, time: 0.487, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1226, s0.acc: 95.4648, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2041, s1.loss_cls: 0.0560, s1.acc: 95.7854, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1046, s2.loss_cls: 0.0280, s2.acc: 95.6874, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0499, loss: 0.9443 2022-06-16 16:18:26,376 - mmdet - INFO - Epoch [35][4200/7330] lr: 1.000e-06, eta: 1:28:33, time: 0.464, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1194, s0.acc: 95.5869, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1991, s1.loss_cls: 0.0542, s1.acc: 95.9609, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1033, s2.loss_cls: 0.0271, s2.acc: 95.8132, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0495, loss: 0.9240 2022-06-16 16:18:50,663 - mmdet - INFO - Epoch [35][4250/7330] lr: 1.000e-06, eta: 1:28:08, time: 0.486, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1232, s0.acc: 95.4204, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2018, s1.loss_cls: 0.0577, s1.acc: 95.6156, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1042, s2.loss_cls: 0.0287, s2.acc: 95.5813, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0497, loss: 0.9440 2022-06-16 16:19:14,963 - mmdet - INFO - Epoch [35][4300/7330] lr: 1.000e-06, eta: 1:27:43, time: 0.486, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1232, s0.acc: 95.3916, s0.loss_bbox: 0.2078, s0.loss_mask: 0.1969, s1.loss_cls: 0.0571, s1.acc: 95.6220, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1018, s2.loss_cls: 0.0286, s2.acc: 95.5008, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0485, loss: 0.9435 2022-06-16 16:19:39,054 - mmdet - INFO - Epoch [35][4350/7330] lr: 1.000e-06, eta: 1:27:17, time: 0.481, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1143, s0.acc: 95.7908, s0.loss_bbox: 0.1937, s0.loss_mask: 0.1973, s1.loss_cls: 0.0518, s1.acc: 96.0759, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1006, s2.loss_cls: 0.0259, s2.acc: 95.9753, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0479, loss: 0.8999 2022-06-16 16:20:02,855 - mmdet - INFO - Epoch [35][4400/7330] lr: 1.000e-06, eta: 1:26:52, time: 0.476, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1175, s0.acc: 95.6165, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1966, s1.loss_cls: 0.0545, s1.acc: 95.8942, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1023, s2.loss_cls: 0.0275, s2.acc: 95.7741, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0490, loss: 0.9146 2022-06-16 16:20:27,014 - mmdet - INFO - Epoch [35][4450/7330] lr: 1.000e-06, eta: 1:26:26, time: 0.483, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1197, s0.acc: 95.5591, s0.loss_bbox: 0.1998, s0.loss_mask: 0.1954, s1.loss_cls: 0.0550, s1.acc: 95.8415, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1007, s2.loss_cls: 0.0274, s2.acc: 95.7348, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0480, loss: 0.9211 2022-06-16 16:20:50,533 - mmdet - INFO - Epoch [35][4500/7330] lr: 1.000e-06, eta: 1:26:01, time: 0.471, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1200, s0.acc: 95.5347, s0.loss_bbox: 0.1948, s0.loss_mask: 0.1963, s1.loss_cls: 0.0555, s1.acc: 95.8302, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1013, s2.loss_cls: 0.0274, s2.acc: 95.8521, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0484, loss: 0.9100 2022-06-16 16:21:13,777 - mmdet - INFO - Epoch [35][4550/7330] lr: 1.000e-06, eta: 1:25:35, time: 0.465, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1144, s0.acc: 95.8047, s0.loss_bbox: 0.1920, s0.loss_mask: 0.1935, s1.loss_cls: 0.0522, s1.acc: 96.0846, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0999, s2.loss_cls: 0.0263, s2.acc: 95.9674, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0479, loss: 0.8913 2022-06-16 16:21:37,447 - mmdet - INFO - Epoch [35][4600/7330] lr: 1.000e-06, eta: 1:25:10, time: 0.474, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1262, s0.acc: 95.2512, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2043, s1.loss_cls: 0.0579, s1.acc: 95.6118, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1049, s2.loss_cls: 0.0290, s2.acc: 95.5039, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0499, loss: 0.9641 2022-06-16 16:22:01,089 - mmdet - INFO - Epoch [35][4650/7330] lr: 1.000e-06, eta: 1:24:44, time: 0.472, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1202, s0.acc: 95.5237, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2006, s1.loss_cls: 0.0554, s1.acc: 95.8244, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1023, s2.loss_cls: 0.0278, s2.acc: 95.6981, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0487, loss: 0.9365 2022-06-16 16:22:24,254 - mmdet - INFO - Epoch [35][4700/7330] lr: 1.000e-06, eta: 1:24:19, time: 0.465, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1195, s0.acc: 95.5811, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1998, s1.loss_cls: 0.0553, s1.acc: 95.8356, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1027, s2.loss_cls: 0.0277, s2.acc: 95.7046, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0490, loss: 0.9302 2022-06-16 16:22:47,603 - mmdet - INFO - Epoch [35][4750/7330] lr: 1.000e-06, eta: 1:23:53, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1225, s0.acc: 95.5659, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1984, s1.loss_cls: 0.0553, s1.acc: 95.9404, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1021, s2.loss_cls: 0.0274, s2.acc: 95.8749, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0488, loss: 0.9338 2022-06-16 16:23:11,086 - mmdet - INFO - Epoch [35][4800/7330] lr: 1.000e-06, eta: 1:23:28, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1163, s0.acc: 95.6836, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1927, s1.loss_cls: 0.0527, s1.acc: 96.0714, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1000, s2.loss_cls: 0.0263, s2.acc: 95.8938, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0477, loss: 0.9062 2022-06-16 16:23:34,272 - mmdet - INFO - Epoch [35][4850/7330] lr: 1.000e-06, eta: 1:23:02, time: 0.463, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1175, s0.acc: 95.6350, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1997, s1.loss_cls: 0.0537, s1.acc: 95.9417, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1034, s2.loss_cls: 0.0275, s2.acc: 95.7636, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0493, loss: 0.9232 2022-06-16 16:23:57,600 - mmdet - INFO - Epoch [35][4900/7330] lr: 1.000e-06, eta: 1:22:37, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1228, s0.acc: 95.5637, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2015, s1.loss_cls: 0.0557, s1.acc: 95.9106, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1037, s2.loss_cls: 0.0279, s2.acc: 95.7304, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0484, loss: 0.9353 2022-06-16 16:24:20,832 - mmdet - INFO - Epoch [35][4950/7330] lr: 1.000e-06, eta: 1:22:11, time: 0.465, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1229, s0.acc: 95.5227, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2016, s1.loss_cls: 0.0554, s1.acc: 95.8809, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1048, s2.loss_cls: 0.0278, s2.acc: 95.7134, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0503, loss: 0.9409 2022-06-16 16:24:44,323 - mmdet - INFO - Epoch [35][5000/7330] lr: 1.000e-06, eta: 1:21:45, time: 0.470, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1166, s0.acc: 95.5859, s0.loss_bbox: 0.1964, s0.loss_mask: 0.1966, s1.loss_cls: 0.0540, s1.acc: 95.8685, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1012, s2.loss_cls: 0.0267, s2.acc: 95.8192, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0482, loss: 0.9096 2022-06-16 16:25:07,506 - mmdet - INFO - Epoch [35][5050/7330] lr: 1.000e-06, eta: 1:21:20, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1245, s0.acc: 95.3804, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2021, s1.loss_cls: 0.0572, s1.acc: 95.6416, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1031, s2.loss_cls: 0.0283, s2.acc: 95.5682, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0488, loss: 0.9462 2022-06-16 16:25:31,067 - mmdet - INFO - Epoch [35][5100/7330] lr: 1.000e-06, eta: 1:20:54, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0153, s0.loss_cls: 0.1168, s0.acc: 95.7244, s0.loss_bbox: 0.1957, s0.loss_mask: 0.1949, s1.loss_cls: 0.0535, s1.acc: 96.0298, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1004, s2.loss_cls: 0.0266, s2.acc: 95.9493, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0483, loss: 0.9034 2022-06-16 16:25:53,869 - mmdet - INFO - Epoch [35][5150/7330] lr: 1.000e-06, eta: 1:20:29, time: 0.456, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1156, s0.acc: 95.7402, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1996, s1.loss_cls: 0.0524, s1.acc: 96.0818, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1019, s2.loss_cls: 0.0265, s2.acc: 95.9042, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0484, loss: 0.9162 2022-06-16 16:26:17,072 - mmdet - INFO - Epoch [35][5200/7330] lr: 1.000e-06, eta: 1:20:03, time: 0.464, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1308, s0.acc: 95.2361, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2010, s1.loss_cls: 0.0590, s1.acc: 95.5709, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1045, s2.loss_cls: 0.0293, s2.acc: 95.4925, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0497, loss: 0.9705 2022-06-16 16:26:39,996 - mmdet - INFO - Epoch [35][5250/7330] lr: 1.000e-06, eta: 1:19:38, time: 0.459, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1186, s0.acc: 95.5959, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1995, s1.loss_cls: 0.0541, s1.acc: 95.8580, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1023, s2.loss_cls: 0.0268, s2.acc: 95.6982, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0487, loss: 0.9282 2022-06-16 16:27:03,735 - mmdet - INFO - Epoch [35][5300/7330] lr: 1.000e-06, eta: 1:19:12, time: 0.475, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1286, s0.acc: 95.3188, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2038, s1.loss_cls: 0.0597, s1.acc: 95.4900, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1040, s2.loss_cls: 0.0299, s2.acc: 95.3597, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0496, loss: 0.9641 2022-06-16 16:27:26,865 - mmdet - INFO - Epoch [35][5350/7330] lr: 1.000e-06, eta: 1:18:47, time: 0.463, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1141, s0.acc: 95.8108, s0.loss_bbox: 0.1958, s0.loss_mask: 0.1939, s1.loss_cls: 0.0522, s1.acc: 96.1342, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0997, s2.loss_cls: 0.0262, s2.acc: 96.0384, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0477, loss: 0.8988 2022-06-16 16:27:49,975 - mmdet - INFO - Epoch [35][5400/7330] lr: 1.000e-06, eta: 1:18:21, time: 0.462, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1094, s0.acc: 95.8879, s0.loss_bbox: 0.2000, s0.loss_mask: 0.1968, s1.loss_cls: 0.0499, s1.acc: 96.2191, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1011, s2.loss_cls: 0.0252, s2.acc: 96.0829, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0482, loss: 0.9037 2022-06-16 16:28:13,101 - mmdet - INFO - Epoch [35][5450/7330] lr: 1.000e-06, eta: 1:17:56, time: 0.463, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1295, s0.acc: 95.2537, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2001, s1.loss_cls: 0.0584, s1.acc: 95.6041, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1040, s2.loss_cls: 0.0295, s2.acc: 95.5397, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0498, loss: 0.9693 2022-06-16 16:28:36,321 - mmdet - INFO - Epoch [35][5500/7330] lr: 1.000e-06, eta: 1:17:30, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1248, s0.acc: 95.4751, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2002, s1.loss_cls: 0.0564, s1.acc: 95.8703, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1038, s2.loss_cls: 0.0280, s2.acc: 95.7543, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0496, loss: 0.9541 2022-06-16 16:29:00,306 - mmdet - INFO - Epoch [35][5550/7330] lr: 1.000e-06, eta: 1:17:05, time: 0.480, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1202, s0.acc: 95.5066, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1990, s1.loss_cls: 0.0562, s1.acc: 95.7409, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1034, s2.loss_cls: 0.0280, s2.acc: 95.6775, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0494, loss: 0.9286 2022-06-16 16:29:24,155 - mmdet - INFO - Epoch [35][5600/7330] lr: 1.000e-06, eta: 1:16:39, time: 0.476, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1204, s0.acc: 95.6274, s0.loss_bbox: 0.1975, s0.loss_mask: 0.1954, s1.loss_cls: 0.0546, s1.acc: 95.9803, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1015, s2.loss_cls: 0.0270, s2.acc: 95.9213, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0487, loss: 0.9157 2022-06-16 16:29:48,306 - mmdet - INFO - Epoch [35][5650/7330] lr: 1.000e-06, eta: 1:16:14, time: 0.483, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1303, s0.acc: 95.1545, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2082, s1.loss_cls: 0.0606, s1.acc: 95.4174, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1062, s2.loss_cls: 0.0303, s2.acc: 95.2994, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0504, loss: 0.9883 2022-06-16 16:30:12,479 - mmdet - INFO - Epoch [35][5700/7330] lr: 1.000e-06, eta: 1:15:49, time: 0.484, data_time: 0.024, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1215, s0.acc: 95.5244, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2026, s1.loss_cls: 0.0547, s1.acc: 95.8527, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1051, s2.loss_cls: 0.0275, s2.acc: 95.7630, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0496, loss: 0.9348 2022-06-16 16:30:37,025 - mmdet - INFO - Epoch [35][5750/7330] lr: 1.000e-06, eta: 1:15:23, time: 0.491, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1132, s0.acc: 95.8181, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1989, s1.loss_cls: 0.0514, s1.acc: 96.1224, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1028, s2.loss_cls: 0.0260, s2.acc: 95.9496, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0490, loss: 0.9158 2022-06-16 16:31:00,606 - mmdet - INFO - Epoch [35][5800/7330] lr: 1.000e-06, eta: 1:14:58, time: 0.472, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1177, s0.acc: 95.6934, s0.loss_bbox: 0.1969, s0.loss_mask: 0.1978, s1.loss_cls: 0.0542, s1.acc: 95.9362, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1014, s2.loss_cls: 0.0271, s2.acc: 95.8531, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0484, loss: 0.9141 2022-06-16 16:31:24,131 - mmdet - INFO - Epoch [35][5850/7330] lr: 1.000e-06, eta: 1:14:32, time: 0.470, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1183, s0.acc: 95.5198, s0.loss_bbox: 0.2015, s0.loss_mask: 0.1957, s1.loss_cls: 0.0546, s1.acc: 95.8571, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1013, s2.loss_cls: 0.0272, s2.acc: 95.8118, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0480, loss: 0.9219 2022-06-16 16:31:48,169 - mmdet - INFO - Epoch [35][5900/7330] lr: 1.000e-06, eta: 1:14:07, time: 0.481, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1190, s0.acc: 95.5957, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1996, s1.loss_cls: 0.0545, s1.acc: 95.9023, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1021, s2.loss_cls: 0.0272, s2.acc: 95.8817, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0487, loss: 0.9279 2022-06-16 16:32:11,540 - mmdet - INFO - Epoch [35][5950/7330] lr: 1.000e-06, eta: 1:13:41, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1178, s0.acc: 95.6277, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1977, s1.loss_cls: 0.0539, s1.acc: 95.9178, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1021, s2.loss_cls: 0.0277, s2.acc: 95.7338, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0485, loss: 0.9209 2022-06-16 16:32:35,383 - mmdet - INFO - Epoch [35][6000/7330] lr: 1.000e-06, eta: 1:13:16, time: 0.477, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1206, s0.acc: 95.5127, s0.loss_bbox: 0.2062, s0.loss_mask: 0.1986, s1.loss_cls: 0.0555, s1.acc: 95.7950, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1018, s2.loss_cls: 0.0281, s2.acc: 95.6391, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0481, loss: 0.9359 2022-06-16 16:32:58,759 - mmdet - INFO - Epoch [35][6050/7330] lr: 1.000e-06, eta: 1:12:50, time: 0.468, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1187, s0.acc: 95.5974, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1987, s1.loss_cls: 0.0548, s1.acc: 95.8609, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1027, s2.loss_cls: 0.0271, s2.acc: 95.7479, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0487, loss: 0.9230 2022-06-16 16:33:22,185 - mmdet - INFO - Epoch [35][6100/7330] lr: 1.000e-06, eta: 1:12:25, time: 0.469, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1184, s0.acc: 95.6719, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1974, s1.loss_cls: 0.0550, s1.acc: 95.9555, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1015, s2.loss_cls: 0.0276, s2.acc: 95.8375, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0483, loss: 0.9204 2022-06-16 16:33:45,505 - mmdet - INFO - Epoch [35][6150/7330] lr: 1.000e-06, eta: 1:11:59, time: 0.466, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1196, s0.acc: 95.6770, s0.loss_bbox: 0.1955, s0.loss_mask: 0.1941, s1.loss_cls: 0.0555, s1.acc: 95.8971, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1008, s2.loss_cls: 0.0279, s2.acc: 95.7496, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0481, loss: 0.9098 2022-06-16 16:34:08,661 - mmdet - INFO - Epoch [35][6200/7330] lr: 1.000e-06, eta: 1:11:34, time: 0.463, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1218, s0.acc: 95.5273, s0.loss_bbox: 0.2049, s0.loss_mask: 0.1989, s1.loss_cls: 0.0553, s1.acc: 95.8770, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1024, s2.loss_cls: 0.0279, s2.acc: 95.7149, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0487, loss: 0.9372 2022-06-16 16:34:31,842 - mmdet - INFO - Epoch [35][6250/7330] lr: 1.000e-06, eta: 1:11:08, time: 0.464, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1259, s0.acc: 95.4426, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2068, s1.loss_cls: 0.0582, s1.acc: 95.6318, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1059, s2.loss_cls: 0.0296, s2.acc: 95.4185, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0506, loss: 0.9672 2022-06-16 16:34:55,688 - mmdet - INFO - Epoch [35][6300/7330] lr: 1.000e-06, eta: 1:10:43, time: 0.476, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1184, s0.acc: 95.5957, s0.loss_bbox: 0.1990, s0.loss_mask: 0.1958, s1.loss_cls: 0.0542, s1.acc: 95.8769, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1007, s2.loss_cls: 0.0272, s2.acc: 95.8038, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0481, loss: 0.9148 2022-06-16 16:35:19,622 - mmdet - INFO - Epoch [35][6350/7330] lr: 1.000e-06, eta: 1:10:17, time: 0.479, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1237, s0.acc: 95.4338, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2022, s1.loss_cls: 0.0557, s1.acc: 95.7810, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1039, s2.loss_cls: 0.0280, s2.acc: 95.7046, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0494, loss: 0.9546 2022-06-16 16:35:43,293 - mmdet - INFO - Epoch [35][6400/7330] lr: 1.000e-06, eta: 1:09:52, time: 0.473, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1196, s0.acc: 95.6201, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1959, s1.loss_cls: 0.0548, s1.acc: 95.8919, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1001, s2.loss_cls: 0.0277, s2.acc: 95.8024, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0475, loss: 0.9205 2022-06-16 16:36:06,966 - mmdet - INFO - Epoch [35][6450/7330] lr: 1.000e-06, eta: 1:09:27, time: 0.473, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1195, s0.acc: 95.6511, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1997, s1.loss_cls: 0.0545, s1.acc: 95.9433, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1030, s2.loss_cls: 0.0270, s2.acc: 95.8368, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0489, loss: 0.9261 2022-06-16 16:36:30,574 - mmdet - INFO - Epoch [35][6500/7330] lr: 1.000e-06, eta: 1:09:01, time: 0.472, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1231, s0.acc: 95.4548, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2028, s1.loss_cls: 0.0556, s1.acc: 95.7635, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1039, s2.loss_cls: 0.0279, s2.acc: 95.5848, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0494, loss: 0.9562 2022-06-16 16:36:54,348 - mmdet - INFO - Epoch [35][6550/7330] lr: 1.000e-06, eta: 1:08:36, time: 0.475, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1174, s0.acc: 95.6450, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1984, s1.loss_cls: 0.0529, s1.acc: 96.0012, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1028, s2.loss_cls: 0.0268, s2.acc: 95.9099, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0493, loss: 0.9259 2022-06-16 16:37:18,160 - mmdet - INFO - Epoch [35][6600/7330] lr: 1.000e-06, eta: 1:08:10, time: 0.476, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1178, s0.acc: 95.7148, s0.loss_bbox: 0.1998, s0.loss_mask: 0.1958, s1.loss_cls: 0.0535, s1.acc: 96.0453, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1009, s2.loss_cls: 0.0266, s2.acc: 95.8865, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0479, loss: 0.9147 2022-06-16 16:37:41,980 - mmdet - INFO - Epoch [35][6650/7330] lr: 1.000e-06, eta: 1:07:45, time: 0.476, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1190, s0.acc: 95.6165, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2001, s1.loss_cls: 0.0546, s1.acc: 95.9133, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1014, s2.loss_cls: 0.0270, s2.acc: 95.7999, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0484, loss: 0.9248 2022-06-16 16:38:06,083 - mmdet - INFO - Epoch [35][6700/7330] lr: 1.000e-06, eta: 1:07:19, time: 0.482, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1193, s0.acc: 95.6536, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2012, s1.loss_cls: 0.0544, s1.acc: 95.9145, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1026, s2.loss_cls: 0.0269, s2.acc: 95.8815, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0488, loss: 0.9330 2022-06-16 16:38:29,869 - mmdet - INFO - Epoch [35][6750/7330] lr: 1.000e-06, eta: 1:06:54, time: 0.475, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1220, s0.acc: 95.4753, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2000, s1.loss_cls: 0.0563, s1.acc: 95.7643, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1024, s2.loss_cls: 0.0279, s2.acc: 95.7287, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0487, loss: 0.9467 2022-06-16 16:38:53,628 - mmdet - INFO - Epoch [35][6800/7330] lr: 1.000e-06, eta: 1:06:28, time: 0.475, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1153, s0.acc: 95.7959, s0.loss_bbox: 0.1967, s0.loss_mask: 0.1959, s1.loss_cls: 0.0523, s1.acc: 96.0623, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1003, s2.loss_cls: 0.0259, s2.acc: 96.0336, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0477, loss: 0.9057 2022-06-16 16:39:16,371 - mmdet - INFO - Epoch [35][6850/7330] lr: 1.000e-06, eta: 1:06:03, time: 0.454, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1188, s0.acc: 95.6677, s0.loss_bbox: 0.1966, s0.loss_mask: 0.1976, s1.loss_cls: 0.0544, s1.acc: 95.9646, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1014, s2.loss_cls: 0.0275, s2.acc: 95.8641, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0485, loss: 0.9176 2022-06-16 16:39:39,424 - mmdet - INFO - Epoch [35][6900/7330] lr: 1.000e-06, eta: 1:05:37, time: 0.462, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1213, s0.acc: 95.5149, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1957, s1.loss_cls: 0.0563, s1.acc: 95.7520, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1007, s2.loss_cls: 0.0283, s2.acc: 95.6468, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0481, loss: 0.9240 2022-06-16 16:40:02,651 - mmdet - INFO - Epoch [35][6950/7330] lr: 1.000e-06, eta: 1:05:12, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1165, s0.acc: 95.6641, s0.loss_bbox: 0.1971, s0.loss_mask: 0.1976, s1.loss_cls: 0.0528, s1.acc: 95.9897, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1013, s2.loss_cls: 0.0261, s2.acc: 95.9315, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0481, loss: 0.9069 2022-06-16 16:40:25,486 - mmdet - INFO - Epoch [35][7000/7330] lr: 1.000e-06, eta: 1:04:47, time: 0.457, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1246, s0.acc: 95.4338, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2002, s1.loss_cls: 0.0572, s1.acc: 95.6482, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1030, s2.loss_cls: 0.0289, s2.acc: 95.5573, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0489, loss: 0.9488 2022-06-16 16:40:48,495 - mmdet - INFO - Epoch [35][7050/7330] lr: 1.000e-06, eta: 1:04:21, time: 0.460, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1226, s0.acc: 95.3770, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2007, s1.loss_cls: 0.0566, s1.acc: 95.6923, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1021, s2.loss_cls: 0.0285, s2.acc: 95.5727, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0484, loss: 0.9371 2022-06-16 16:41:11,350 - mmdet - INFO - Epoch [35][7100/7330] lr: 1.000e-06, eta: 1:03:56, time: 0.457, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1185, s0.acc: 95.6821, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2023, s1.loss_cls: 0.0530, s1.acc: 95.9915, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1039, s2.loss_cls: 0.0267, s2.acc: 95.8025, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0497, loss: 0.9312 2022-06-16 16:41:35,311 - mmdet - INFO - Epoch [35][7150/7330] lr: 1.000e-06, eta: 1:03:30, time: 0.479, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1183, s0.acc: 95.6240, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1963, s1.loss_cls: 0.0542, s1.acc: 95.9241, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1019, s2.loss_cls: 0.0276, s2.acc: 95.6546, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0485, loss: 0.9203 2022-06-16 16:41:58,491 - mmdet - INFO - Epoch [35][7200/7330] lr: 1.000e-06, eta: 1:03:05, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1199, s0.acc: 95.6060, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2008, s1.loss_cls: 0.0554, s1.acc: 95.8731, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1028, s2.loss_cls: 0.0276, s2.acc: 95.7868, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0488, loss: 0.9454 2022-06-16 16:42:21,715 - mmdet - INFO - Epoch [35][7250/7330] lr: 1.000e-06, eta: 1:02:39, time: 0.464, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1178, s0.acc: 95.7295, s0.loss_bbox: 0.1952, s0.loss_mask: 0.1963, s1.loss_cls: 0.0548, s1.acc: 95.9058, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1011, s2.loss_cls: 0.0275, s2.acc: 95.7974, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0478, loss: 0.9118 2022-06-16 16:42:45,010 - mmdet - INFO - Epoch [35][7300/7330] lr: 1.000e-06, eta: 1:02:14, time: 0.466, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1223, s0.acc: 95.5264, s0.loss_bbox: 0.2087, s0.loss_mask: 0.1968, s1.loss_cls: 0.0557, s1.acc: 95.8435, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1012, s2.loss_cls: 0.0279, s2.acc: 95.7213, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0479, loss: 0.9380 2022-06-16 16:43:17,812 - mmdet - INFO - Saving checkpoint at 35 epochs 2022-06-16 16:45:59,834 - mmdet - INFO - Evaluating bbox... 2022-06-16 16:46:23,795 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.514 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.702 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.554 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.351 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.544 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.775 2022-06-16 16:46:23,798 - mmdet - INFO - Evaluating segm... 2022-06-16 16:46:51,995 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.675 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.481 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.260 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.473 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.386 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.706 2022-06-16 16:46:52,430 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 16:46:52,430 - mmdet - INFO - Epoch(val) [35][625] bbox_mAP: 0.5140, bbox_mAP_50: 0.7020, bbox_mAP_75: 0.5540, bbox_mAP_s: 0.3510, bbox_mAP_m: 0.5440, bbox_mAP_l: 0.6620, bbox_mAP_copypaste: 0.514 0.702 0.554 0.351 0.544 0.662, segm_mAP: 0.4430, segm_mAP_50: 0.6750, segm_mAP_75: 0.4810, segm_mAP_s: 0.2600, segm_mAP_m: 0.4730, segm_mAP_l: 0.6200, segm_mAP_copypaste: 0.443 0.675 0.481 0.260 0.473 0.620 2022-06-16 16:52:08,418 - mmdet - INFO - Epoch [36][50/7330] lr: 1.000e-06, eta: 1:01:45, time: 6.319, data_time: 5.855, memory: 16085, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1131, s0.acc: 95.8870, s0.loss_bbox: 0.1958, s0.loss_mask: 0.1961, s1.loss_cls: 0.0508, s1.acc: 96.2418, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1017, s2.loss_cls: 0.0256, s2.acc: 96.2126, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0486, loss: 0.8997 2022-06-16 16:52:31,953 - mmdet - INFO - Epoch [36][100/7330] lr: 1.000e-06, eta: 1:01:19, time: 0.471, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1173, s0.acc: 95.7000, s0.loss_bbox: 0.1944, s0.loss_mask: 0.1974, s1.loss_cls: 0.0537, s1.acc: 96.0058, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1011, s2.loss_cls: 0.0271, s2.acc: 95.8651, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0481, loss: 0.9061 2022-06-16 16:52:55,494 - mmdet - INFO - Epoch [36][150/7330] lr: 1.000e-06, eta: 1:00:53, time: 0.471, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1167, s0.acc: 95.7278, s0.loss_bbox: 0.1948, s0.loss_mask: 0.1965, s1.loss_cls: 0.0534, s1.acc: 96.0006, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1007, s2.loss_cls: 0.0264, s2.acc: 95.9764, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0479, loss: 0.9026 2022-06-16 16:53:19,850 - mmdet - INFO - Epoch [36][200/7330] lr: 1.000e-06, eta: 1:00:28, time: 0.487, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1189, s0.acc: 95.5408, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1981, s1.loss_cls: 0.0537, s1.acc: 95.8671, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1027, s2.loss_cls: 0.0272, s2.acc: 95.6687, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0490, loss: 0.9369 2022-06-16 16:53:43,765 - mmdet - INFO - Epoch [36][250/7330] lr: 1.000e-06, eta: 1:00:02, time: 0.478, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1162, s0.acc: 95.7488, s0.loss_bbox: 0.1959, s0.loss_mask: 0.1963, s1.loss_cls: 0.0534, s1.acc: 96.0090, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1016, s2.loss_cls: 0.0269, s2.acc: 95.8571, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0486, loss: 0.9075 2022-06-16 16:54:07,657 - mmdet - INFO - Epoch [36][300/7330] lr: 1.000e-06, eta: 0:59:37, time: 0.478, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1187, s0.acc: 95.5842, s0.loss_bbox: 0.1963, s0.loss_mask: 0.1990, s1.loss_cls: 0.0547, s1.acc: 95.8580, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1025, s2.loss_cls: 0.0275, s2.acc: 95.7596, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0489, loss: 0.9167 2022-06-16 16:54:31,385 - mmdet - INFO - Epoch [36][350/7330] lr: 1.000e-06, eta: 0:59:11, time: 0.475, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1187, s0.acc: 95.6716, s0.loss_bbox: 0.1967, s0.loss_mask: 0.1973, s1.loss_cls: 0.0543, s1.acc: 95.9672, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1014, s2.loss_cls: 0.0273, s2.acc: 95.8987, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0486, loss: 0.9141 2022-06-16 16:54:54,858 - mmdet - INFO - Epoch [36][400/7330] lr: 1.000e-06, eta: 0:58:46, time: 0.469, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1155, s0.acc: 95.6775, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1950, s1.loss_cls: 0.0534, s1.acc: 95.8934, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1015, s2.loss_cls: 0.0269, s2.acc: 95.7458, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0487, loss: 0.9128 2022-06-16 16:55:18,233 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 16:55:18,234 - mmdet - INFO - Epoch [36][450/7330] lr: 1.000e-06, eta: 0:58:20, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1160, s0.acc: 95.6826, s0.loss_bbox: 0.1992, s0.loss_mask: 0.1961, s1.loss_cls: 0.0532, s1.acc: 95.9604, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1012, s2.loss_cls: 0.0267, s2.acc: 95.9523, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0485, loss: 0.9130 2022-06-16 16:55:41,965 - mmdet - INFO - Epoch [36][500/7330] lr: 1.000e-06, eta: 0:57:55, time: 0.474, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1192, s0.acc: 95.5422, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2029, s1.loss_cls: 0.0554, s1.acc: 95.7637, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1041, s2.loss_cls: 0.0280, s2.acc: 95.6107, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0497, loss: 0.9433 2022-06-16 16:56:04,796 - mmdet - INFO - Epoch [36][550/7330] lr: 1.000e-06, eta: 0:57:29, time: 0.457, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1154, s0.acc: 95.7935, s0.loss_bbox: 0.1906, s0.loss_mask: 0.1991, s1.loss_cls: 0.0522, s1.acc: 96.1466, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1022, s2.loss_cls: 0.0264, s2.acc: 95.9874, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0490, loss: 0.9020 2022-06-16 16:56:27,745 - mmdet - INFO - Epoch [36][600/7330] lr: 1.000e-06, eta: 0:57:04, time: 0.459, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1159, s0.acc: 95.7151, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1934, s1.loss_cls: 0.0522, s1.acc: 96.0858, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0997, s2.loss_cls: 0.0261, s2.acc: 96.0045, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0474, loss: 0.9084 2022-06-16 16:56:51,072 - mmdet - INFO - Epoch [36][650/7330] lr: 1.000e-06, eta: 0:56:38, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1163, s0.acc: 95.7117, s0.loss_bbox: 0.1928, s0.loss_mask: 0.1934, s1.loss_cls: 0.0524, s1.acc: 96.0730, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0992, s2.loss_cls: 0.0261, s2.acc: 95.9988, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0474, loss: 0.8953 2022-06-16 16:57:14,706 - mmdet - INFO - Epoch [36][700/7330] lr: 1.000e-06, eta: 0:56:13, time: 0.473, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1156, s0.acc: 95.7278, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1996, s1.loss_cls: 0.0539, s1.acc: 95.9619, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1027, s2.loss_cls: 0.0273, s2.acc: 95.8170, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0487, loss: 0.9160 2022-06-16 16:57:38,404 - mmdet - INFO - Epoch [36][750/7330] lr: 1.000e-06, eta: 0:55:47, time: 0.471, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1246, s0.acc: 95.4846, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1987, s1.loss_cls: 0.0574, s1.acc: 95.8233, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1012, s2.loss_cls: 0.0289, s2.acc: 95.6753, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0487, loss: 0.9342 2022-06-16 16:58:02,084 - mmdet - INFO - Epoch [36][800/7330] lr: 1.000e-06, eta: 0:55:22, time: 0.476, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1203, s0.acc: 95.4900, s0.loss_bbox: 0.2067, s0.loss_mask: 0.1971, s1.loss_cls: 0.0551, s1.acc: 95.8284, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1016, s2.loss_cls: 0.0279, s2.acc: 95.6834, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0483, loss: 0.9342 2022-06-16 16:58:25,334 - mmdet - INFO - Epoch [36][850/7330] lr: 1.000e-06, eta: 0:54:56, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1185, s0.acc: 95.5803, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2014, s1.loss_cls: 0.0543, s1.acc: 95.9339, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1035, s2.loss_cls: 0.0269, s2.acc: 95.8610, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0494, loss: 0.9237 2022-06-16 16:58:49,203 - mmdet - INFO - Epoch [36][900/7330] lr: 1.000e-06, eta: 0:54:31, time: 0.477, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1207, s0.acc: 95.5076, s0.loss_bbox: 0.2071, s0.loss_mask: 0.1999, s1.loss_cls: 0.0545, s1.acc: 95.9404, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1023, s2.loss_cls: 0.0272, s2.acc: 95.7932, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0487, loss: 0.9424 2022-06-16 16:59:12,849 - mmdet - INFO - Epoch [36][950/7330] lr: 1.000e-06, eta: 0:54:05, time: 0.473, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1247, s0.acc: 95.4233, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2023, s1.loss_cls: 0.0575, s1.acc: 95.6891, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1039, s2.loss_cls: 0.0287, s2.acc: 95.5502, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0495, loss: 0.9504 2022-06-16 16:59:36,675 - mmdet - INFO - Epoch [36][1000/7330] lr: 1.000e-06, eta: 0:53:40, time: 0.476, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1173, s0.acc: 95.7847, s0.loss_bbox: 0.1950, s0.loss_mask: 0.1929, s1.loss_cls: 0.0530, s1.acc: 96.1126, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0988, s2.loss_cls: 0.0264, s2.acc: 96.0263, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0470, loss: 0.8985 2022-06-16 17:00:01,075 - mmdet - INFO - Epoch [36][1050/7330] lr: 1.000e-06, eta: 0:53:14, time: 0.488, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1245, s0.acc: 95.3799, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2004, s1.loss_cls: 0.0575, s1.acc: 95.6220, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1027, s2.loss_cls: 0.0289, s2.acc: 95.4642, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0489, loss: 0.9465 2022-06-16 17:00:24,807 - mmdet - INFO - Epoch [36][1100/7330] lr: 1.000e-06, eta: 0:52:49, time: 0.475, data_time: 0.025, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1274, s0.acc: 95.3625, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2056, s1.loss_cls: 0.0578, s1.acc: 95.6824, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1060, s2.loss_cls: 0.0286, s2.acc: 95.6989, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0506, loss: 0.9718 2022-06-16 17:00:48,242 - mmdet - INFO - Epoch [36][1150/7330] lr: 1.000e-06, eta: 0:52:23, time: 0.469, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1118, s0.acc: 95.8435, s0.loss_bbox: 0.1921, s0.loss_mask: 0.1949, s1.loss_cls: 0.0504, s1.acc: 96.2523, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1011, s2.loss_cls: 0.0251, s2.acc: 96.1709, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0488, loss: 0.8911 2022-06-16 17:01:11,261 - mmdet - INFO - Epoch [36][1200/7330] lr: 1.000e-06, eta: 0:51:58, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1192, s0.acc: 95.6699, s0.loss_bbox: 0.1950, s0.loss_mask: 0.1952, s1.loss_cls: 0.0540, s1.acc: 96.0141, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1011, s2.loss_cls: 0.0270, s2.acc: 95.7853, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0483, loss: 0.9086 2022-06-16 17:01:34,847 - mmdet - INFO - Epoch [36][1250/7330] lr: 1.000e-06, eta: 0:51:32, time: 0.469, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1152, s0.acc: 95.6934, s0.loss_bbox: 0.2019, s0.loss_mask: 0.1952, s1.loss_cls: 0.0529, s1.acc: 95.9295, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1007, s2.loss_cls: 0.0269, s2.acc: 95.7979, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0481, loss: 0.9158 2022-06-16 17:01:58,317 - mmdet - INFO - Epoch [36][1300/7330] lr: 1.000e-06, eta: 0:51:07, time: 0.472, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1285, s0.acc: 95.2825, s0.loss_bbox: 0.2075, s0.loss_mask: 0.1973, s1.loss_cls: 0.0585, s1.acc: 95.6762, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1019, s2.loss_cls: 0.0295, s2.acc: 95.4201, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0485, loss: 0.9546 2022-06-16 17:02:21,761 - mmdet - INFO - Epoch [36][1350/7330] lr: 1.000e-06, eta: 0:50:41, time: 0.468, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1196, s0.acc: 95.5200, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1979, s1.loss_cls: 0.0541, s1.acc: 95.8614, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1008, s2.loss_cls: 0.0272, s2.acc: 95.6446, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0482, loss: 0.9234 2022-06-16 17:02:45,323 - mmdet - INFO - Epoch [36][1400/7330] lr: 1.000e-06, eta: 0:50:16, time: 0.472, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1194, s0.acc: 95.6008, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2018, s1.loss_cls: 0.0547, s1.acc: 95.8447, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1032, s2.loss_cls: 0.0274, s2.acc: 95.7684, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0493, loss: 0.9222 2022-06-16 17:03:08,466 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 17:03:08,467 - mmdet - INFO - Epoch [36][1450/7330] lr: 1.000e-06, eta: 0:49:50, time: 0.463, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1206, s0.acc: 95.5498, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1958, s1.loss_cls: 0.0549, s1.acc: 95.8830, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1013, s2.loss_cls: 0.0274, s2.acc: 95.7662, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0486, loss: 0.9246 2022-06-16 17:03:31,634 - mmdet - INFO - Epoch [36][1500/7330] lr: 1.000e-06, eta: 0:49:25, time: 0.463, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1120, s0.acc: 95.8887, s0.loss_bbox: 0.1896, s0.loss_mask: 0.1959, s1.loss_cls: 0.0517, s1.acc: 96.0709, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0996, s2.loss_cls: 0.0259, s2.acc: 95.9486, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0476, loss: 0.8888 2022-06-16 17:03:54,203 - mmdet - INFO - Epoch [36][1550/7330] lr: 1.000e-06, eta: 0:48:59, time: 0.451, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1153, s0.acc: 95.7810, s0.loss_bbox: 0.1950, s0.loss_mask: 0.1964, s1.loss_cls: 0.0519, s1.acc: 96.0868, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1013, s2.loss_cls: 0.0266, s2.acc: 95.8532, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0482, loss: 0.9012 2022-06-16 17:04:17,051 - mmdet - INFO - Epoch [36][1600/7330] lr: 1.000e-06, eta: 0:48:34, time: 0.457, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1205, s0.acc: 95.5461, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1976, s1.loss_cls: 0.0549, s1.acc: 95.9093, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1022, s2.loss_cls: 0.0277, s2.acc: 95.7328, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0489, loss: 0.9277 2022-06-16 17:04:40,269 - mmdet - INFO - Epoch [36][1650/7330] lr: 1.000e-06, eta: 0:48:08, time: 0.465, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1225, s0.acc: 95.3647, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2038, s1.loss_cls: 0.0561, s1.acc: 95.7317, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1036, s2.loss_cls: 0.0285, s2.acc: 95.6492, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0493, loss: 0.9529 2022-06-16 17:05:03,150 - mmdet - INFO - Epoch [36][1700/7330] lr: 1.000e-06, eta: 0:47:43, time: 0.458, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1288, s0.acc: 95.2588, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2055, s1.loss_cls: 0.0590, s1.acc: 95.5907, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1047, s2.loss_cls: 0.0295, s2.acc: 95.4398, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0499, loss: 0.9740 2022-06-16 17:05:26,156 - mmdet - INFO - Epoch [36][1750/7330] lr: 1.000e-06, eta: 0:47:17, time: 0.460, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1253, s0.acc: 95.3850, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2011, s1.loss_cls: 0.0583, s1.acc: 95.6529, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1032, s2.loss_cls: 0.0286, s2.acc: 95.5908, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0488, loss: 0.9481 2022-06-16 17:05:48,512 - mmdet - INFO - Epoch [36][1800/7330] lr: 1.000e-06, eta: 0:46:52, time: 0.447, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1175, s0.acc: 95.7185, s0.loss_bbox: 0.1972, s0.loss_mask: 0.1980, s1.loss_cls: 0.0531, s1.acc: 96.0885, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1024, s2.loss_cls: 0.0268, s2.acc: 95.9777, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0485, loss: 0.9127 2022-06-16 17:06:11,230 - mmdet - INFO - Epoch [36][1850/7330] lr: 1.000e-06, eta: 0:46:26, time: 0.454, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1220, s0.acc: 95.6096, s0.loss_bbox: 0.1990, s0.loss_mask: 0.1990, s1.loss_cls: 0.0561, s1.acc: 95.8044, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1026, s2.loss_cls: 0.0278, s2.acc: 95.7795, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0488, loss: 0.9287 2022-06-16 17:06:33,727 - mmdet - INFO - Epoch [36][1900/7330] lr: 1.000e-06, eta: 0:46:01, time: 0.450, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1153, s0.acc: 95.8057, s0.loss_bbox: 0.1952, s0.loss_mask: 0.1932, s1.loss_cls: 0.0522, s1.acc: 96.1115, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1006, s2.loss_cls: 0.0263, s2.acc: 96.0131, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0482, loss: 0.9010 2022-06-16 17:06:56,243 - mmdet - INFO - Epoch [36][1950/7330] lr: 1.000e-06, eta: 0:45:35, time: 0.450, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0158, s0.loss_cls: 0.1151, s0.acc: 95.7852, s0.loss_bbox: 0.1947, s0.loss_mask: 0.1974, s1.loss_cls: 0.0518, s1.acc: 96.2126, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1028, s2.loss_cls: 0.0257, s2.acc: 96.1221, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0491, loss: 0.9040 2022-06-16 17:07:18,469 - mmdet - INFO - Epoch [36][2000/7330] lr: 1.000e-06, eta: 0:45:10, time: 0.445, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1174, s0.acc: 95.6587, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1989, s1.loss_cls: 0.0532, s1.acc: 96.0093, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1019, s2.loss_cls: 0.0271, s2.acc: 95.8321, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0481, loss: 0.9189 2022-06-16 17:07:40,829 - mmdet - INFO - Epoch [36][2050/7330] lr: 1.000e-06, eta: 0:44:44, time: 0.447, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1159, s0.acc: 95.7542, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1966, s1.loss_cls: 0.0530, s1.acc: 96.0666, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1013, s2.loss_cls: 0.0270, s2.acc: 95.8389, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0481, loss: 0.9140 2022-06-16 17:08:04,222 - mmdet - INFO - Epoch [36][2100/7330] lr: 1.000e-06, eta: 0:44:19, time: 0.468, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1134, s0.acc: 95.8157, s0.loss_bbox: 0.1952, s0.loss_mask: 0.1956, s1.loss_cls: 0.0513, s1.acc: 96.0851, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1010, s2.loss_cls: 0.0261, s2.acc: 95.8916, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0483, loss: 0.8998 2022-06-16 17:08:27,285 - mmdet - INFO - Epoch [36][2150/7330] lr: 1.000e-06, eta: 0:43:53, time: 0.461, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1165, s0.acc: 95.6174, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1967, s1.loss_cls: 0.0532, s1.acc: 95.9263, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1011, s2.loss_cls: 0.0265, s2.acc: 95.8632, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0483, loss: 0.9167 2022-06-16 17:08:50,619 - mmdet - INFO - Epoch [36][2200/7330] lr: 1.000e-06, eta: 0:43:28, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1216, s0.acc: 95.4546, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2043, s1.loss_cls: 0.0551, s1.acc: 95.7553, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1038, s2.loss_cls: 0.0272, s2.acc: 95.7654, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0492, loss: 0.9401 2022-06-16 17:09:14,061 - mmdet - INFO - Epoch [36][2250/7330] lr: 1.000e-06, eta: 0:43:02, time: 0.469, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1227, s0.acc: 95.4641, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2019, s1.loss_cls: 0.0560, s1.acc: 95.7458, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1039, s2.loss_cls: 0.0279, s2.acc: 95.6376, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0496, loss: 0.9488 2022-06-16 17:09:37,937 - mmdet - INFO - Epoch [36][2300/7330] lr: 1.000e-06, eta: 0:42:37, time: 0.478, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1265, s0.acc: 95.3711, s0.loss_bbox: 0.2085, s0.loss_mask: 0.1971, s1.loss_cls: 0.0580, s1.acc: 95.6542, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1024, s2.loss_cls: 0.0290, s2.acc: 95.5248, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0489, loss: 0.9518 2022-06-16 17:10:01,497 - mmdet - INFO - Epoch [36][2350/7330] lr: 1.000e-06, eta: 0:42:11, time: 0.471, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1176, s0.acc: 95.6382, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2005, s1.loss_cls: 0.0539, s1.acc: 95.8626, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1037, s2.loss_cls: 0.0272, s2.acc: 95.6965, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0494, loss: 0.9268 2022-06-16 17:10:25,890 - mmdet - INFO - Epoch [36][2400/7330] lr: 1.000e-06, eta: 0:41:46, time: 0.488, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1141, s0.acc: 95.8169, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1983, s1.loss_cls: 0.0514, s1.acc: 96.2290, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1022, s2.loss_cls: 0.0263, s2.acc: 95.9321, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0489, loss: 0.9089 2022-06-16 17:10:49,711 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 17:10:49,712 - mmdet - INFO - Epoch [36][2450/7330] lr: 1.000e-06, eta: 0:41:20, time: 0.476, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1218, s0.acc: 95.5703, s0.loss_bbox: 0.1992, s0.loss_mask: 0.1992, s1.loss_cls: 0.0552, s1.acc: 95.9424, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1033, s2.loss_cls: 0.0276, s2.acc: 95.7616, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0493, loss: 0.9304 2022-06-16 17:11:13,521 - mmdet - INFO - Epoch [36][2500/7330] lr: 1.000e-06, eta: 0:40:55, time: 0.474, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1144, s0.acc: 95.7390, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2018, s1.loss_cls: 0.0525, s1.acc: 96.0234, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1042, s2.loss_cls: 0.0265, s2.acc: 95.8112, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0498, loss: 0.9135 2022-06-16 17:11:37,652 - mmdet - INFO - Epoch [36][2550/7330] lr: 1.000e-06, eta: 0:40:29, time: 0.485, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1219, s0.acc: 95.5061, s0.loss_bbox: 0.2037, s0.loss_mask: 0.1980, s1.loss_cls: 0.0550, s1.acc: 95.8305, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1016, s2.loss_cls: 0.0274, s2.acc: 95.6826, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0482, loss: 0.9332 2022-06-16 17:12:01,061 - mmdet - INFO - Epoch [36][2600/7330] lr: 1.000e-06, eta: 0:40:04, time: 0.468, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1152, s0.acc: 95.7922, s0.loss_bbox: 0.1962, s0.loss_mask: 0.1956, s1.loss_cls: 0.0530, s1.acc: 96.0467, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1015, s2.loss_cls: 0.0265, s2.acc: 95.8999, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0481, loss: 0.9052 2022-06-16 17:12:24,774 - mmdet - INFO - Epoch [36][2650/7330] lr: 1.000e-06, eta: 0:39:39, time: 0.474, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1195, s0.acc: 95.6001, s0.loss_bbox: 0.2021, s0.loss_mask: 0.1963, s1.loss_cls: 0.0543, s1.acc: 95.9026, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0998, s2.loss_cls: 0.0275, s2.acc: 95.8103, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0477, loss: 0.9239 2022-06-16 17:12:48,603 - mmdet - INFO - Epoch [36][2700/7330] lr: 1.000e-06, eta: 0:39:13, time: 0.477, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1232, s0.acc: 95.5059, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1965, s1.loss_cls: 0.0560, s1.acc: 95.8127, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1008, s2.loss_cls: 0.0279, s2.acc: 95.6676, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0481, loss: 0.9242 2022-06-16 17:13:11,901 - mmdet - INFO - Epoch [36][2750/7330] lr: 1.000e-06, eta: 0:38:48, time: 0.466, data_time: 0.013, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1187, s0.acc: 95.6533, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1999, s1.loss_cls: 0.0536, s1.acc: 95.9883, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1034, s2.loss_cls: 0.0267, s2.acc: 95.8818, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0489, loss: 0.9231 2022-06-16 17:13:35,370 - mmdet - INFO - Epoch [36][2800/7330] lr: 1.000e-06, eta: 0:38:22, time: 0.469, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1240, s0.acc: 95.4756, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2011, s1.loss_cls: 0.0562, s1.acc: 95.7641, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1038, s2.loss_cls: 0.0282, s2.acc: 95.7046, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0496, loss: 0.9419 2022-06-16 17:13:59,033 - mmdet - INFO - Epoch [36][2850/7330] lr: 1.000e-06, eta: 0:37:57, time: 0.473, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1169, s0.acc: 95.7197, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1970, s1.loss_cls: 0.0530, s1.acc: 95.9767, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1013, s2.loss_cls: 0.0272, s2.acc: 95.8301, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0486, loss: 0.9183 2022-06-16 17:14:22,481 - mmdet - INFO - Epoch [36][2900/7330] lr: 1.000e-06, eta: 0:37:31, time: 0.469, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1198, s0.acc: 95.5754, s0.loss_bbox: 0.2034, s0.loss_mask: 0.1975, s1.loss_cls: 0.0554, s1.acc: 95.7761, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1016, s2.loss_cls: 0.0283, s2.acc: 95.6343, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0485, loss: 0.9282 2022-06-16 17:14:45,966 - mmdet - INFO - Epoch [36][2950/7330] lr: 1.000e-06, eta: 0:37:06, time: 0.470, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1237, s0.acc: 95.4451, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2007, s1.loss_cls: 0.0562, s1.acc: 95.7876, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1034, s2.loss_cls: 0.0284, s2.acc: 95.6505, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0493, loss: 0.9429 2022-06-16 17:15:09,176 - mmdet - INFO - Epoch [36][3000/7330] lr: 1.000e-06, eta: 0:36:40, time: 0.464, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1198, s0.acc: 95.6084, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1964, s1.loss_cls: 0.0544, s1.acc: 95.9387, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1006, s2.loss_cls: 0.0277, s2.acc: 95.7266, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0482, loss: 0.9215 2022-06-16 17:15:32,417 - mmdet - INFO - Epoch [36][3050/7330] lr: 1.000e-06, eta: 0:36:15, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1222, s0.acc: 95.5725, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2021, s1.loss_cls: 0.0559, s1.acc: 95.9505, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1036, s2.loss_cls: 0.0280, s2.acc: 95.7298, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0493, loss: 0.9396 2022-06-16 17:15:55,238 - mmdet - INFO - Epoch [36][3100/7330] lr: 1.000e-06, eta: 0:35:49, time: 0.456, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1220, s0.acc: 95.5129, s0.loss_bbox: 0.2017, s0.loss_mask: 0.1972, s1.loss_cls: 0.0554, s1.acc: 95.8184, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1016, s2.loss_cls: 0.0281, s2.acc: 95.6323, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0482, loss: 0.9283 2022-06-16 17:16:18,517 - mmdet - INFO - Epoch [36][3150/7330] lr: 1.000e-06, eta: 0:35:24, time: 0.465, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1255, s0.acc: 95.3662, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2033, s1.loss_cls: 0.0572, s1.acc: 95.6693, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1034, s2.loss_cls: 0.0286, s2.acc: 95.5637, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0489, loss: 0.9556 2022-06-16 17:16:42,409 - mmdet - INFO - Epoch [36][3200/7330] lr: 1.000e-06, eta: 0:34:58, time: 0.478, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1282, s0.acc: 95.1821, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2042, s1.loss_cls: 0.0588, s1.acc: 95.4766, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1054, s2.loss_cls: 0.0296, s2.acc: 95.3992, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0503, loss: 0.9801 2022-06-16 17:17:05,523 - mmdet - INFO - Epoch [36][3250/7330] lr: 1.000e-06, eta: 0:34:33, time: 0.462, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0152, s0.loss_cls: 0.1141, s0.acc: 95.8000, s0.loss_bbox: 0.1866, s0.loss_mask: 0.1950, s1.loss_cls: 0.0525, s1.acc: 96.1209, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1014, s2.loss_cls: 0.0262, s2.acc: 96.1095, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0486, loss: 0.8858 2022-06-16 17:17:29,691 - mmdet - INFO - Epoch [36][3300/7330] lr: 1.000e-06, eta: 0:34:08, time: 0.483, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1271, s0.acc: 95.2971, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2050, s1.loss_cls: 0.0573, s1.acc: 95.6823, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1053, s2.loss_cls: 0.0287, s2.acc: 95.6306, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0504, loss: 0.9709 2022-06-16 17:17:53,677 - mmdet - INFO - Epoch [36][3350/7330] lr: 1.000e-06, eta: 0:33:42, time: 0.480, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1200, s0.acc: 95.5476, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1967, s1.loss_cls: 0.0548, s1.acc: 95.7710, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1010, s2.loss_cls: 0.0274, s2.acc: 95.6444, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0477, loss: 0.9198 2022-06-16 17:18:17,440 - mmdet - INFO - Epoch [36][3400/7330] lr: 1.000e-06, eta: 0:33:17, time: 0.475, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1225, s0.acc: 95.4570, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1978, s1.loss_cls: 0.0569, s1.acc: 95.6164, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1019, s2.loss_cls: 0.0286, s2.acc: 95.5246, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0489, loss: 0.9331 2022-06-16 17:18:41,701 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 17:18:41,702 - mmdet - INFO - Epoch [36][3450/7330] lr: 1.000e-06, eta: 0:32:51, time: 0.485, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1217, s0.acc: 95.4797, s0.loss_bbox: 0.2105, s0.loss_mask: 0.1992, s1.loss_cls: 0.0556, s1.acc: 95.7840, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1025, s2.loss_cls: 0.0278, s2.acc: 95.6232, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0488, loss: 0.9471 2022-06-16 17:19:05,510 - mmdet - INFO - Epoch [36][3500/7330] lr: 1.000e-06, eta: 0:32:26, time: 0.476, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1218, s0.acc: 95.5479, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2017, s1.loss_cls: 0.0562, s1.acc: 95.8470, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1036, s2.loss_cls: 0.0286, s2.acc: 95.6851, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0492, loss: 0.9447 2022-06-16 17:19:29,594 - mmdet - INFO - Epoch [36][3550/7330] lr: 1.000e-06, eta: 0:32:00, time: 0.481, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1148, s0.acc: 95.8936, s0.loss_bbox: 0.1947, s0.loss_mask: 0.1924, s1.loss_cls: 0.0522, s1.acc: 96.1533, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0986, s2.loss_cls: 0.0262, s2.acc: 95.9748, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0473, loss: 0.8942 2022-06-16 17:19:53,478 - mmdet - INFO - Epoch [36][3600/7330] lr: 1.000e-06, eta: 0:31:35, time: 0.478, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1303, s0.acc: 95.1819, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2022, s1.loss_cls: 0.0602, s1.acc: 95.5119, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1040, s2.loss_cls: 0.0298, s2.acc: 95.3797, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0496, loss: 0.9681 2022-06-16 17:20:17,578 - mmdet - INFO - Epoch [36][3650/7330] lr: 1.000e-06, eta: 0:31:09, time: 0.482, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1208, s0.acc: 95.5789, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2004, s1.loss_cls: 0.0547, s1.acc: 95.8621, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1031, s2.loss_cls: 0.0277, s2.acc: 95.7831, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0492, loss: 0.9343 2022-06-16 17:20:41,895 - mmdet - INFO - Epoch [36][3700/7330] lr: 1.000e-06, eta: 0:30:44, time: 0.486, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1210, s0.acc: 95.5098, s0.loss_bbox: 0.2053, s0.loss_mask: 0.1958, s1.loss_cls: 0.0552, s1.acc: 95.8175, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1004, s2.loss_cls: 0.0279, s2.acc: 95.6862, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0478, loss: 0.9342 2022-06-16 17:21:06,013 - mmdet - INFO - Epoch [36][3750/7330] lr: 1.000e-06, eta: 0:30:19, time: 0.482, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1252, s0.acc: 95.4858, s0.loss_bbox: 0.2049, s0.loss_mask: 0.1996, s1.loss_cls: 0.0572, s1.acc: 95.7688, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1030, s2.loss_cls: 0.0289, s2.acc: 95.5852, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0491, loss: 0.9455 2022-06-16 17:21:29,894 - mmdet - INFO - Epoch [36][3800/7330] lr: 1.000e-06, eta: 0:29:53, time: 0.478, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1187, s0.acc: 95.6719, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2019, s1.loss_cls: 0.0543, s1.acc: 95.9568, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1038, s2.loss_cls: 0.0275, s2.acc: 95.7273, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0492, loss: 0.9341 2022-06-16 17:21:53,473 - mmdet - INFO - Epoch [36][3850/7330] lr: 1.000e-06, eta: 0:29:28, time: 0.472, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1197, s0.acc: 95.6025, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2011, s1.loss_cls: 0.0546, s1.acc: 95.8963, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1029, s2.loss_cls: 0.0276, s2.acc: 95.7451, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0494, loss: 0.9374 2022-06-16 17:22:16,855 - mmdet - INFO - Epoch [36][3900/7330] lr: 1.000e-06, eta: 0:29:02, time: 0.468, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1247, s0.acc: 95.3772, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2037, s1.loss_cls: 0.0568, s1.acc: 95.7090, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1045, s2.loss_cls: 0.0289, s2.acc: 95.5087, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0497, loss: 0.9628 2022-06-16 17:22:40,226 - mmdet - INFO - Epoch [36][3950/7330] lr: 1.000e-06, eta: 0:28:37, time: 0.467, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1151, s0.acc: 95.8308, s0.loss_bbox: 0.1955, s0.loss_mask: 0.2010, s1.loss_cls: 0.0516, s1.acc: 96.1108, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1033, s2.loss_cls: 0.0257, s2.acc: 96.0199, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0493, loss: 0.9113 2022-06-16 17:23:03,893 - mmdet - INFO - Epoch [36][4000/7330] lr: 1.000e-06, eta: 0:28:11, time: 0.473, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1170, s0.acc: 95.6743, s0.loss_bbox: 0.1943, s0.loss_mask: 0.1953, s1.loss_cls: 0.0548, s1.acc: 95.8983, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1019, s2.loss_cls: 0.0269, s2.acc: 95.8688, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0490, loss: 0.9092 2022-06-16 17:23:26,849 - mmdet - INFO - Epoch [36][4050/7330] lr: 1.000e-06, eta: 0:27:46, time: 0.460, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1190, s0.acc: 95.6689, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2002, s1.loss_cls: 0.0554, s1.acc: 95.8930, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1021, s2.loss_cls: 0.0279, s2.acc: 95.6715, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0487, loss: 0.9293 2022-06-16 17:23:50,284 - mmdet - INFO - Epoch [36][4100/7330] lr: 1.000e-06, eta: 0:27:20, time: 0.468, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1165, s0.acc: 95.7070, s0.loss_bbox: 0.1972, s0.loss_mask: 0.1998, s1.loss_cls: 0.0536, s1.acc: 96.0010, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1017, s2.loss_cls: 0.0270, s2.acc: 95.9382, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0482, loss: 0.9160 2022-06-16 17:24:13,607 - mmdet - INFO - Epoch [36][4150/7330] lr: 1.000e-06, eta: 0:26:55, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1139, s0.acc: 95.8240, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1920, s1.loss_cls: 0.0519, s1.acc: 96.1361, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0993, s2.loss_cls: 0.0259, s2.acc: 96.1088, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0474, loss: 0.8981 2022-06-16 17:24:36,358 - mmdet - INFO - Epoch [36][4200/7330] lr: 1.000e-06, eta: 0:26:30, time: 0.455, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1174, s0.acc: 95.7197, s0.loss_bbox: 0.1973, s0.loss_mask: 0.1952, s1.loss_cls: 0.0542, s1.acc: 95.9429, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1012, s2.loss_cls: 0.0276, s2.acc: 95.7926, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0483, loss: 0.9101 2022-06-16 17:24:59,127 - mmdet - INFO - Epoch [36][4250/7330] lr: 1.000e-06, eta: 0:26:04, time: 0.455, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1155, s0.acc: 95.7607, s0.loss_bbox: 0.1980, s0.loss_mask: 0.1983, s1.loss_cls: 0.0516, s1.acc: 96.1278, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1016, s2.loss_cls: 0.0255, s2.acc: 96.1166, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0482, loss: 0.9091 2022-06-16 17:25:22,119 - mmdet - INFO - Epoch [36][4300/7330] lr: 1.000e-06, eta: 0:25:39, time: 0.460, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1250, s0.acc: 95.3418, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2014, s1.loss_cls: 0.0575, s1.acc: 95.6141, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1031, s2.loss_cls: 0.0290, s2.acc: 95.4628, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0491, loss: 0.9449 2022-06-16 17:25:45,302 - mmdet - INFO - Epoch [36][4350/7330] lr: 1.000e-06, eta: 0:25:13, time: 0.463, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1231, s0.acc: 95.4482, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2009, s1.loss_cls: 0.0557, s1.acc: 95.7926, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1028, s2.loss_cls: 0.0278, s2.acc: 95.7535, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0489, loss: 0.9423 2022-06-16 17:26:08,315 - mmdet - INFO - Epoch [36][4400/7330] lr: 1.000e-06, eta: 0:24:48, time: 0.461, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1239, s0.acc: 95.3591, s0.loss_bbox: 0.2059, s0.loss_mask: 0.1992, s1.loss_cls: 0.0569, s1.acc: 95.6330, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1022, s2.loss_cls: 0.0289, s2.acc: 95.4837, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0488, loss: 0.9431 2022-06-16 17:26:31,205 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 17:26:31,206 - mmdet - INFO - Epoch [36][4450/7330] lr: 1.000e-06, eta: 0:24:22, time: 0.458, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1184, s0.acc: 95.7019, s0.loss_bbox: 0.1964, s0.loss_mask: 0.1948, s1.loss_cls: 0.0541, s1.acc: 95.9845, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1005, s2.loss_cls: 0.0268, s2.acc: 95.9397, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0482, loss: 0.9094 2022-06-16 17:26:54,077 - mmdet - INFO - Epoch [36][4500/7330] lr: 1.000e-06, eta: 0:23:57, time: 0.457, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1223, s0.acc: 95.4939, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1990, s1.loss_cls: 0.0558, s1.acc: 95.8327, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1017, s2.loss_cls: 0.0280, s2.acc: 95.6650, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0486, loss: 0.9312 2022-06-16 17:27:16,875 - mmdet - INFO - Epoch [36][4550/7330] lr: 1.000e-06, eta: 0:23:32, time: 0.456, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1226, s0.acc: 95.4988, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2000, s1.loss_cls: 0.0575, s1.acc: 95.6648, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1026, s2.loss_cls: 0.0288, s2.acc: 95.6127, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0489, loss: 0.9435 2022-06-16 17:27:40,280 - mmdet - INFO - Epoch [36][4600/7330] lr: 1.000e-06, eta: 0:23:06, time: 0.468, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1264, s0.acc: 95.4111, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2029, s1.loss_cls: 0.0578, s1.acc: 95.7256, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1045, s2.loss_cls: 0.0291, s2.acc: 95.5813, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0496, loss: 0.9627 2022-06-16 17:28:03,467 - mmdet - INFO - Epoch [36][4650/7330] lr: 1.000e-06, eta: 0:22:41, time: 0.464, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1176, s0.acc: 95.6814, s0.loss_bbox: 0.1946, s0.loss_mask: 0.1944, s1.loss_cls: 0.0539, s1.acc: 96.0190, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0995, s2.loss_cls: 0.0273, s2.acc: 95.8233, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0476, loss: 0.9020 2022-06-16 17:28:26,580 - mmdet - INFO - Epoch [36][4700/7330] lr: 1.000e-06, eta: 0:22:15, time: 0.462, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1130, s0.acc: 95.7466, s0.loss_bbox: 0.1957, s0.loss_mask: 0.1948, s1.loss_cls: 0.0519, s1.acc: 96.0261, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1011, s2.loss_cls: 0.0265, s2.acc: 95.8766, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0481, loss: 0.8988 2022-06-16 17:28:50,185 - mmdet - INFO - Epoch [36][4750/7330] lr: 1.000e-06, eta: 0:21:50, time: 0.472, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1143, s0.acc: 95.7776, s0.loss_bbox: 0.1934, s0.loss_mask: 0.1938, s1.loss_cls: 0.0518, s1.acc: 96.1062, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1007, s2.loss_cls: 0.0260, s2.acc: 95.9417, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0482, loss: 0.8978 2022-06-16 17:29:13,448 - mmdet - INFO - Epoch [36][4800/7330] lr: 1.000e-06, eta: 0:21:24, time: 0.465, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1176, s0.acc: 95.6248, s0.loss_bbox: 0.1968, s0.loss_mask: 0.1927, s1.loss_cls: 0.0547, s1.acc: 95.8669, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0995, s2.loss_cls: 0.0268, s2.acc: 95.9177, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0470, loss: 0.9053 2022-06-16 17:29:36,647 - mmdet - INFO - Epoch [36][4850/7330] lr: 1.000e-06, eta: 0:20:59, time: 0.464, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1154, s0.acc: 95.7705, s0.loss_bbox: 0.1923, s0.loss_mask: 0.1957, s1.loss_cls: 0.0532, s1.acc: 96.0370, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1009, s2.loss_cls: 0.0264, s2.acc: 95.9458, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0479, loss: 0.8979 2022-06-16 17:30:00,156 - mmdet - INFO - Epoch [36][4900/7330] lr: 1.000e-06, eta: 0:20:34, time: 0.470, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1181, s0.acc: 95.6091, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2006, s1.loss_cls: 0.0540, s1.acc: 95.9523, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1023, s2.loss_cls: 0.0271, s2.acc: 95.8105, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0482, loss: 0.9232 2022-06-16 17:30:24,399 - mmdet - INFO - Epoch [36][4950/7330] lr: 1.000e-06, eta: 0:20:08, time: 0.485, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1243, s0.acc: 95.4280, s0.loss_bbox: 0.2045, s0.loss_mask: 0.1972, s1.loss_cls: 0.0583, s1.acc: 95.7266, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1011, s2.loss_cls: 0.0287, s2.acc: 95.6271, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0480, loss: 0.9384 2022-06-16 17:30:48,059 - mmdet - INFO - Epoch [36][5000/7330] lr: 1.000e-06, eta: 0:19:43, time: 0.473, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1242, s0.acc: 95.4878, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2001, s1.loss_cls: 0.0569, s1.acc: 95.8006, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1023, s2.loss_cls: 0.0287, s2.acc: 95.6148, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0488, loss: 0.9454 2022-06-16 17:31:11,322 - mmdet - INFO - Epoch [36][5050/7330] lr: 1.000e-06, eta: 0:19:17, time: 0.465, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1190, s0.acc: 95.6111, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1967, s1.loss_cls: 0.0543, s1.acc: 95.9110, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1017, s2.loss_cls: 0.0274, s2.acc: 95.7627, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0486, loss: 0.9264 2022-06-16 17:31:34,791 - mmdet - INFO - Epoch [36][5100/7330] lr: 1.000e-06, eta: 0:18:52, time: 0.469, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1220, s0.acc: 95.4478, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2013, s1.loss_cls: 0.0554, s1.acc: 95.7446, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1031, s2.loss_cls: 0.0279, s2.acc: 95.6760, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0490, loss: 0.9393 2022-06-16 17:31:58,116 - mmdet - INFO - Epoch [36][5150/7330] lr: 1.000e-06, eta: 0:18:26, time: 0.467, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1257, s0.acc: 95.3748, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2009, s1.loss_cls: 0.0577, s1.acc: 95.7121, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1035, s2.loss_cls: 0.0289, s2.acc: 95.5226, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0491, loss: 0.9631 2022-06-16 17:32:21,403 - mmdet - INFO - Epoch [36][5200/7330] lr: 1.000e-06, eta: 0:18:01, time: 0.464, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1177, s0.acc: 95.6858, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1985, s1.loss_cls: 0.0534, s1.acc: 95.9977, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1020, s2.loss_cls: 0.0265, s2.acc: 95.9646, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0491, loss: 0.9156 2022-06-16 17:32:44,620 - mmdet - INFO - Epoch [36][5250/7330] lr: 1.000e-06, eta: 0:17:36, time: 0.467, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1160, s0.acc: 95.6855, s0.loss_bbox: 0.1935, s0.loss_mask: 0.1972, s1.loss_cls: 0.0529, s1.acc: 96.0572, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1011, s2.loss_cls: 0.0265, s2.acc: 95.9947, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0485, loss: 0.9021 2022-06-16 17:33:08,119 - mmdet - INFO - Epoch [36][5300/7330] lr: 1.000e-06, eta: 0:17:10, time: 0.470, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1190, s0.acc: 95.6204, s0.loss_bbox: 0.2049, s0.loss_mask: 0.1967, s1.loss_cls: 0.0545, s1.acc: 95.8948, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1019, s2.loss_cls: 0.0273, s2.acc: 95.7885, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0484, loss: 0.9285 2022-06-16 17:33:31,554 - mmdet - INFO - Epoch [36][5350/7330] lr: 1.000e-06, eta: 0:16:45, time: 0.469, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1211, s0.acc: 95.5068, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2017, s1.loss_cls: 0.0555, s1.acc: 95.8474, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1039, s2.loss_cls: 0.0278, s2.acc: 95.7230, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0501, loss: 0.9440 2022-06-16 17:33:55,019 - mmdet - INFO - Epoch [36][5400/7330] lr: 1.000e-06, eta: 0:16:19, time: 0.467, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1128, s0.acc: 95.8347, s0.loss_bbox: 0.1931, s0.loss_mask: 0.1943, s1.loss_cls: 0.0517, s1.acc: 96.0612, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0999, s2.loss_cls: 0.0261, s2.acc: 95.9345, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0475, loss: 0.8916 2022-06-16 17:34:19,021 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 17:34:19,022 - mmdet - INFO - Epoch [36][5450/7330] lr: 1.000e-06, eta: 0:15:54, time: 0.482, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1210, s0.acc: 95.5312, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2027, s1.loss_cls: 0.0552, s1.acc: 95.8463, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1037, s2.loss_cls: 0.0275, s2.acc: 95.7696, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0495, loss: 0.9451 2022-06-16 17:34:42,567 - mmdet - INFO - Epoch [36][5500/7330] lr: 1.000e-06, eta: 0:15:29, time: 0.471, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1169, s0.acc: 95.7361, s0.loss_bbox: 0.1971, s0.loss_mask: 0.1962, s1.loss_cls: 0.0533, s1.acc: 96.0156, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1007, s2.loss_cls: 0.0262, s2.acc: 95.9846, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0483, loss: 0.9079 2022-06-16 17:35:05,477 - mmdet - INFO - Epoch [36][5550/7330] lr: 1.000e-06, eta: 0:15:03, time: 0.458, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1199, s0.acc: 95.5715, s0.loss_bbox: 0.1968, s0.loss_mask: 0.1977, s1.loss_cls: 0.0554, s1.acc: 95.8284, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1016, s2.loss_cls: 0.0280, s2.acc: 95.6983, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0485, loss: 0.9188 2022-06-16 17:35:28,968 - mmdet - INFO - Epoch [36][5600/7330] lr: 1.000e-06, eta: 0:14:38, time: 0.470, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1213, s0.acc: 95.5369, s0.loss_bbox: 0.2065, s0.loss_mask: 0.1984, s1.loss_cls: 0.0547, s1.acc: 95.9093, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1026, s2.loss_cls: 0.0277, s2.acc: 95.7667, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0488, loss: 0.9397 2022-06-16 17:35:52,451 - mmdet - INFO - Epoch [36][5650/7330] lr: 1.000e-06, eta: 0:14:12, time: 0.470, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1152, s0.acc: 95.7122, s0.loss_bbox: 0.1951, s0.loss_mask: 0.1958, s1.loss_cls: 0.0525, s1.acc: 96.0357, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1014, s2.loss_cls: 0.0265, s2.acc: 95.8731, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0486, loss: 0.9060 2022-06-16 17:36:15,862 - mmdet - INFO - Epoch [36][5700/7330] lr: 1.000e-06, eta: 0:13:47, time: 0.468, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1226, s0.acc: 95.5142, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1968, s1.loss_cls: 0.0556, s1.acc: 95.9139, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1010, s2.loss_cls: 0.0281, s2.acc: 95.7373, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0485, loss: 0.9243 2022-06-16 17:36:39,430 - mmdet - INFO - Epoch [36][5750/7330] lr: 1.000e-06, eta: 0:13:22, time: 0.472, data_time: 0.023, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1191, s0.acc: 95.6912, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1928, s1.loss_cls: 0.0541, s1.acc: 96.1121, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0990, s2.loss_cls: 0.0274, s2.acc: 95.9627, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0473, loss: 0.9127 2022-06-16 17:37:02,961 - mmdet - INFO - Epoch [36][5800/7330] lr: 1.000e-06, eta: 0:12:56, time: 0.468, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1164, s0.acc: 95.7549, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1974, s1.loss_cls: 0.0534, s1.acc: 96.1130, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1012, s2.loss_cls: 0.0271, s2.acc: 95.9066, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0480, loss: 0.9177 2022-06-16 17:37:26,323 - mmdet - INFO - Epoch [36][5850/7330] lr: 1.000e-06, eta: 0:12:31, time: 0.470, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1181, s0.acc: 95.6089, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2006, s1.loss_cls: 0.0537, s1.acc: 95.9228, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1035, s2.loss_cls: 0.0269, s2.acc: 95.7929, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0500, loss: 0.9228 2022-06-16 17:37:49,572 - mmdet - INFO - Epoch [36][5900/7330] lr: 1.000e-06, eta: 0:12:05, time: 0.465, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1162, s0.acc: 95.6213, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1982, s1.loss_cls: 0.0531, s1.acc: 95.8856, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1016, s2.loss_cls: 0.0269, s2.acc: 95.7253, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0483, loss: 0.9172 2022-06-16 17:38:13,060 - mmdet - INFO - Epoch [36][5950/7330] lr: 1.000e-06, eta: 0:11:40, time: 0.470, data_time: 0.017, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1265, s0.acc: 95.3303, s0.loss_bbox: 0.2083, s0.loss_mask: 0.1986, s1.loss_cls: 0.0584, s1.acc: 95.6281, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1026, s2.loss_cls: 0.0293, s2.acc: 95.5206, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0490, loss: 0.9511 2022-06-16 17:38:36,362 - mmdet - INFO - Epoch [36][6000/7330] lr: 1.000e-06, eta: 0:11:15, time: 0.466, data_time: 0.020, memory: 16085, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1257, s0.acc: 95.2380, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2042, s1.loss_cls: 0.0582, s1.acc: 95.4725, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1033, s2.loss_cls: 0.0292, s2.acc: 95.3821, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0490, loss: 0.9745 2022-06-16 17:38:59,734 - mmdet - INFO - Epoch [36][6050/7330] lr: 1.000e-06, eta: 0:10:49, time: 0.467, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1267, s0.acc: 95.3403, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1983, s1.loss_cls: 0.0580, s1.acc: 95.6734, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1012, s2.loss_cls: 0.0290, s2.acc: 95.5384, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0482, loss: 0.9450 2022-06-16 17:39:22,836 - mmdet - INFO - Epoch [36][6100/7330] lr: 1.000e-06, eta: 0:10:24, time: 0.462, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1185, s0.acc: 95.6663, s0.loss_bbox: 0.1936, s0.loss_mask: 0.1954, s1.loss_cls: 0.0544, s1.acc: 95.9104, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1004, s2.loss_cls: 0.0274, s2.acc: 95.7905, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0477, loss: 0.9069 2022-06-16 17:39:45,849 - mmdet - INFO - Epoch [36][6150/7330] lr: 1.000e-06, eta: 0:09:58, time: 0.460, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1263, s0.acc: 95.3733, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2005, s1.loss_cls: 0.0580, s1.acc: 95.6869, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1025, s2.loss_cls: 0.0289, s2.acc: 95.6125, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0488, loss: 0.9533 2022-06-16 17:40:08,624 - mmdet - INFO - Epoch [36][6200/7330] lr: 1.000e-06, eta: 0:09:33, time: 0.455, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1248, s0.acc: 95.4741, s0.loss_bbox: 0.2056, s0.loss_mask: 0.1993, s1.loss_cls: 0.0568, s1.acc: 95.7734, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1028, s2.loss_cls: 0.0286, s2.acc: 95.6126, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0492, loss: 0.9465 2022-06-16 17:40:31,723 - mmdet - INFO - Epoch [36][6250/7330] lr: 1.000e-06, eta: 0:09:08, time: 0.462, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1179, s0.acc: 95.6296, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1965, s1.loss_cls: 0.0538, s1.acc: 95.9696, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1011, s2.loss_cls: 0.0271, s2.acc: 95.9086, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0484, loss: 0.9156 2022-06-16 17:40:54,854 - mmdet - INFO - Epoch [36][6300/7330] lr: 1.000e-06, eta: 0:08:42, time: 0.463, data_time: 0.022, memory: 16085, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1190, s0.acc: 95.5940, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1967, s1.loss_cls: 0.0546, s1.acc: 95.9368, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1010, s2.loss_cls: 0.0272, s2.acc: 95.8671, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0482, loss: 0.9219 2022-06-16 17:41:17,641 - mmdet - INFO - Epoch [36][6350/7330] lr: 1.000e-06, eta: 0:08:17, time: 0.456, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1155, s0.acc: 95.8083, s0.loss_bbox: 0.1935, s0.loss_mask: 0.1893, s1.loss_cls: 0.0528, s1.acc: 96.0752, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0979, s2.loss_cls: 0.0264, s2.acc: 95.8638, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0471, loss: 0.8901 2022-06-16 17:41:40,337 - mmdet - INFO - Epoch [36][6400/7330] lr: 1.000e-06, eta: 0:07:51, time: 0.453, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1168, s0.acc: 95.6997, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1983, s1.loss_cls: 0.0520, s1.acc: 96.0922, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1012, s2.loss_cls: 0.0261, s2.acc: 96.0110, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0483, loss: 0.9166 2022-06-16 17:42:03,338 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 17:42:03,339 - mmdet - INFO - Epoch [36][6450/7330] lr: 1.000e-06, eta: 0:07:26, time: 0.461, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1214, s0.acc: 95.4724, s0.loss_bbox: 0.2056, s0.loss_mask: 0.1990, s1.loss_cls: 0.0553, s1.acc: 95.8593, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1026, s2.loss_cls: 0.0279, s2.acc: 95.7138, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0487, loss: 0.9384 2022-06-16 17:42:26,393 - mmdet - INFO - Epoch [36][6500/7330] lr: 1.000e-06, eta: 0:07:01, time: 0.461, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1195, s0.acc: 95.6262, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1928, s1.loss_cls: 0.0539, s1.acc: 96.0018, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0999, s2.loss_cls: 0.0269, s2.acc: 95.8837, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0475, loss: 0.9078 2022-06-16 17:42:49,549 - mmdet - INFO - Epoch [36][6550/7330] lr: 1.000e-06, eta: 0:06:35, time: 0.463, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1263, s0.acc: 95.3643, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2063, s1.loss_cls: 0.0572, s1.acc: 95.7505, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1060, s2.loss_cls: 0.0286, s2.acc: 95.5580, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0504, loss: 0.9633 2022-06-16 17:43:12,332 - mmdet - INFO - Epoch [36][6600/7330] lr: 1.000e-06, eta: 0:06:10, time: 0.453, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1193, s0.acc: 95.5647, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2000, s1.loss_cls: 0.0547, s1.acc: 95.8441, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1026, s2.loss_cls: 0.0275, s2.acc: 95.6696, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0487, loss: 0.9344 2022-06-16 17:43:35,365 - mmdet - INFO - Epoch [36][6650/7330] lr: 1.000e-06, eta: 0:05:45, time: 0.463, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1222, s0.acc: 95.3750, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2002, s1.loss_cls: 0.0568, s1.acc: 95.6386, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1019, s2.loss_cls: 0.0286, s2.acc: 95.4630, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0486, loss: 0.9484 2022-06-16 17:43:58,439 - mmdet - INFO - Epoch [36][6700/7330] lr: 1.000e-06, eta: 0:05:19, time: 0.462, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1215, s0.acc: 95.5063, s0.loss_bbox: 0.2045, s0.loss_mask: 0.1983, s1.loss_cls: 0.0549, s1.acc: 95.9027, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1020, s2.loss_cls: 0.0280, s2.acc: 95.7296, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0481, loss: 0.9346 2022-06-16 17:44:21,367 - mmdet - INFO - Epoch [36][6750/7330] lr: 1.000e-06, eta: 0:04:54, time: 0.458, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1184, s0.acc: 95.6877, s0.loss_bbox: 0.1959, s0.loss_mask: 0.1972, s1.loss_cls: 0.0545, s1.acc: 96.0056, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1013, s2.loss_cls: 0.0275, s2.acc: 95.8248, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0483, loss: 0.9120 2022-06-16 17:44:43,878 - mmdet - INFO - Epoch [36][6800/7330] lr: 1.000e-06, eta: 0:04:28, time: 0.450, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1114, s0.acc: 95.8516, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2009, s1.loss_cls: 0.0508, s1.acc: 96.1584, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1031, s2.loss_cls: 0.0256, s2.acc: 96.0121, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0492, loss: 0.9026 2022-06-16 17:45:06,867 - mmdet - INFO - Epoch [36][6850/7330] lr: 1.000e-06, eta: 0:04:03, time: 0.460, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1180, s0.acc: 95.5823, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1984, s1.loss_cls: 0.0540, s1.acc: 95.8715, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1017, s2.loss_cls: 0.0275, s2.acc: 95.6536, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0481, loss: 0.9258 2022-06-16 17:45:29,606 - mmdet - INFO - Epoch [36][6900/7330] lr: 1.000e-06, eta: 0:03:38, time: 0.455, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1173, s0.acc: 95.6538, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1973, s1.loss_cls: 0.0536, s1.acc: 95.9269, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1008, s2.loss_cls: 0.0267, s2.acc: 95.8734, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0478, loss: 0.9163 2022-06-16 17:45:52,855 - mmdet - INFO - Epoch [36][6950/7330] lr: 1.000e-06, eta: 0:03:12, time: 0.465, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1188, s0.acc: 95.6028, s0.loss_bbox: 0.1991, s0.loss_mask: 0.1968, s1.loss_cls: 0.0546, s1.acc: 95.8459, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1024, s2.loss_cls: 0.0278, s2.acc: 95.7324, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0488, loss: 0.9215 2022-06-16 17:46:16,152 - mmdet - INFO - Epoch [36][7000/7330] lr: 1.000e-06, eta: 0:02:47, time: 0.466, data_time: 0.019, memory: 16085, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1200, s0.acc: 95.5828, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1941, s1.loss_cls: 0.0554, s1.acc: 95.8591, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0999, s2.loss_cls: 0.0281, s2.acc: 95.6813, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0475, loss: 0.9224 2022-06-16 17:46:39,390 - mmdet - INFO - Epoch [36][7050/7330] lr: 1.000e-06, eta: 0:02:22, time: 0.464, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1168, s0.acc: 95.6746, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1982, s1.loss_cls: 0.0528, s1.acc: 96.0263, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1033, s2.loss_cls: 0.0265, s2.acc: 95.8876, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0493, loss: 0.9147 2022-06-16 17:47:02,308 - mmdet - INFO - Epoch [36][7100/7330] lr: 1.000e-06, eta: 0:01:56, time: 0.459, data_time: 0.021, memory: 16085, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1143, s0.acc: 95.8083, s0.loss_bbox: 0.1924, s0.loss_mask: 0.2006, s1.loss_cls: 0.0526, s1.acc: 96.0402, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1041, s2.loss_cls: 0.0264, s2.acc: 95.9658, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0498, loss: 0.9063 2022-06-16 17:47:25,335 - mmdet - INFO - Epoch [36][7150/7330] lr: 1.000e-06, eta: 0:01:31, time: 0.460, data_time: 0.018, memory: 16085, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1221, s0.acc: 95.4841, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1947, s1.loss_cls: 0.0571, s1.acc: 95.6969, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1008, s2.loss_cls: 0.0283, s2.acc: 95.5941, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0480, loss: 0.9262 2022-06-16 17:47:48,342 - mmdet - INFO - Epoch [36][7200/7330] lr: 1.000e-06, eta: 0:01:05, time: 0.460, data_time: 0.016, memory: 16085, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1158, s0.acc: 95.6875, s0.loss_bbox: 0.1958, s0.loss_mask: 0.1961, s1.loss_cls: 0.0529, s1.acc: 96.0426, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1014, s2.loss_cls: 0.0267, s2.acc: 95.9151, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0486, loss: 0.9070 2022-06-16 17:48:11,455 - mmdet - INFO - Epoch [36][7250/7330] lr: 1.000e-06, eta: 0:00:40, time: 0.462, data_time: 0.014, memory: 16085, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1205, s0.acc: 95.5706, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2049, s1.loss_cls: 0.0557, s1.acc: 95.8800, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1061, s2.loss_cls: 0.0283, s2.acc: 95.7292, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0508, loss: 0.9431 2022-06-16 17:48:34,423 - mmdet - INFO - Epoch [36][7300/7330] lr: 1.000e-06, eta: 0:00:15, time: 0.459, data_time: 0.015, memory: 16085, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1257, s0.acc: 95.4648, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2059, s1.loss_cls: 0.0572, s1.acc: 95.7671, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1048, s2.loss_cls: 0.0281, s2.acc: 95.7603, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0497, loss: 0.9579 2022-06-16 17:49:08,389 - mmdet - INFO - Saving checkpoint at 36 epochs 2022-06-16 17:52:10,094 - mmdet - INFO - Evaluating bbox... 2022-06-16 17:52:33,005 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.515 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.702 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.557 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.352 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.466 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.779 2022-06-16 21:03:35,053 - mmdet - INFO - Evaluating segm... 2022-06-16 21:04:02,890 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.675 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.480 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.257 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.474 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.380 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.595 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.712 2022-06-16 17:52:58,708 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_small_fpn_3x_coco.py 2022-06-16 17:52:58,708 - mmdet - INFO - Epoch(val) [36][625] bbox_mAP: 0.5150, bbox_mAP_50: 0.7020, bbox_mAP_75: 0.5570, bbox_mAP_s: 0.3520, bbox_mAP_m: 0.5470, bbox_mAP_l: 0.6640, bbox_mAP_copypaste: 0.515 0.702 0.557 0.352 0.547 0.664, segm_mAP: 0.4430, segm_mAP_50: 0.6750, segm_mAP_75: 0.4800, segm_mAP_s: 0.2570, segm_mAP_m: 0.4740, segm_mAP_l: 0.6230, segm_mAP_copypaste: 0.443 0.675 0.480 0.257 0.474 0.623